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- NLPCC (Conference) (7th : 2018 : Hohhot, China)
- Cham, Switzerland : Springer, [2018]
- Description
- Book — 1 online resource (XXIX, 478 pages) : illustrations Digital: text file.PDF.
- Summary
-
- Conversational Bot/QA/IR
- Knowledge graph/IE
- Machine Learning for NLP
- Machine Translation
- NLP Applications.
- Tsukerman, Emmanuel.
- Birmingham : Packt Publishing, Limited, 2019.
- Description
- Book — 1 online resource (338 pages)
- Summary
-
- Cover
- Title Page
- Copyright and Credits
- About Packt
- Contributors
- Table of Contents
- Preface
- Chapter 1: Machine Learning for Cybersecurity
- Technical requirements
- Train-test-splitting your data
- Getting ready
- How to do it ...
- How it works ...
- Standardizing your data
- Getting ready
- How to do it ...
- How it works ...
- Summarizing large data using principal component analysis
- Getting ready
- How to do it ...
- How it works ...
- Generating text using Markov chains
- Getting ready
- How to do it ...
- How it works ...
- Performing clustering using scikit-learn
- Getting ready
- How to do it ...
- How it works ...
- Training an XGBoost classifier
- Getting ready
- How to do it ...
- How it works ...
- Analyzing time series using statsmodels
- Getting ready
- How to do it ...
- How it works ...
- Anomaly detection with Isolation Forest
- Getting ready
- How to do it ...
- How it works ...
- Natural language processing using a hashing vectorizer and tf-idf with scikit-learn
- Getting ready
- How to do it ...
- How it works ...
- Hyperparameter tuning with scikit-optimize
- Getting ready
- How to do it ...
- How it works ...
- Chapter 2: Machine Learning-Based Malware Detection
- Technical requirements
- Malware static analysis
- Computing the hash of a sample
- Getting ready
- How to do it ...
- How it works ...
- YARA
- Getting ready
- How to do it ...
- How it works ...
- Examining the PE header
- Getting ready
- How to do it ...
- How it works ...
- Featurizing the PE header
- Getting ready
- How to do it ...
- How it works ...
- Malware dynamic analysis
- Getting ready
- How to do it ...
- How it works ...
- Using machine learning to detect the file type
- Scraping GitHub for files of a specific type
- Getting ready
- How to do it ...
- How it works ...
- Classifying files by type
- Getting ready
- How to do it ...
- How it works ...
- Measuring the similarity between two strings
- Getting ready
- How to do it ...
- How it works ...
- Measuring the similarity between two files
- Getting ready
- How to do it ...
- How it works ...
- Extracting N-grams
- Getting ready
- How to do it ...
- How it works ...
- Selecting the best N-grams
- Getting ready
- How to do it ...
- How it works ...
- Building a static malware detector
- Getting ready
- How to do it ...
- How it works ...
- Tackling class imbalance
- Getting ready
- How to do it ...
- How it works ...
- Handling type I and type II errors
- Getting ready
- How to do it ...
- How it works ...
- Chapter 3: Advanced Malware Detection
- Technical requirements
- Detecting obfuscated JavaScript
- Getting ready
- How to do it ...
- How it works ...
- Featurizing PDF files
- Getting ready
- How to do it ...
- How it works ...
- Extracting N-grams quickly using the hash-gram algorithm
- Getting ready
- How to do it ...
- How it works ...
- See also
- Building a dynamic malware classifier
- Kranakis, Evangelos.
- Cham, Switzerland : Springer, ©2010.
- Description
- Book — 1 online resource (xvi, 106 pages) : illustrations (some color)
- Summary
-
- 1. Models for mobile agent computing
- Introduction
- What is a mobile agent
- Why mobile agents
- An algorithmic model for mobile agents
- Mobile agents
- Distributed networks
- Resource measures
- Mobile agent rendezvous
- Outline of the book
- Comments and bibliographic remarks.
- 2. Deterministic rendezvous in a ring
- Introduction
- A single stationary token
- The feasibility of rendezvous
- The time complexity of rendezvous
- Memory tradeoff for rendezvous with detection
- Limits to the memory trade-off
- Movable tokens
- Comments and bibliographic remarks.
- 3. Multiple agent rendezvous in a ring
- Introduction
- Impossibility of rendezvous
- Rendezvous with detection
- Conditional solutions
- Comments and bibliographic remarks.
- 4. Randomized rendezvous in a ring
- Introduction
- Random walk algorithm
- Randomization and tokens
- Time/memory trade-offs
- Coin half tour algorithm
- Approximate counting algorithm
- Comments and bibliographic remarks.
- 5. Other models
- Introduction
- Leader election and rendezvous
- Rendezvous with failing tokens
- Rendezvous when tokens fail upon release
- Rendezvous when tokens can fail at any time
- The cost of token failure
- Flickering tokens
- Asynchronous rendezvous
- Look-compute-move
- Model and terminology
- Impossibility results
- Gathering configurations with a single multiplicity
- Gathering rigid configurations
- Gathering an odd number of robots
- Dangerous networks
- Black-hole search in an asynchronous ring
- Rendezvous in asynchronous rings in spite of a black-hole
- Comments and bibliographic remarks.
- 6. Other topologies
- Introduction
- Synchronous torus
- Memory lower bounds for rendezvous
- Rendezvous algorithms
- Trees
- Arbitrary graphs
- Comments and bibliographic remarks.
- Bibliography
- Glossary
- Authors' biographies
- Index.
- Seni, Giovanni.
- Cham, Switzerland : Springer, ©2010.
- Description
- Book — 1 online resource (xvi, 108 pages) : illustrations
- Summary
-
- Ensembles Discovered Predictive Learning and Decision Trees Model Complexity, Model Selection and Regularization Importance Sampling and the Classic Ensemble Methods Rule Ensembles and Interpretation Statistics Ensemble Complexity.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- Sun, Yizhou.
- Cham, Switzerland : Springer, ©2012.
- Description
- Book — 1 online resource (xi, 147 pages) : illustrations (some color)
- Summary
-
- Introduction Ranking-Based Clustering Classification of Heterogeneous Information Networks Meta-Path-Based Similarity Search Meta-Path-Based Relationship Prediction Relation Strength-Aware Clustering with Incomplete Attributes User-Guided Clustering via Meta-Path Selection Research Frontiers.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
6. Sentiment analysis and opinion mining [2012]
- Liu, Bing, 1963-
- Cham, Switzerland : Springer, ©2012.
- Description
- Book — 1 online resource (xiv, 167 pages)
- Summary
-
- Preface Sentiment Analysis: A Fascinating Problem The Problem of Sentiment Analysis Document Sentiment Classification Sentence Subjectivity and Sentiment Classification Aspect-Based Sentiment Analysis Sentiment Lexicon Generation Opinion Summarization Analysis of Comparative Opinions Opinion Search and Retrieval Opinion Spam Detection Quality of Reviews Concluding Remarks Bibliography Author Biography.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- Mishra, Sakti, author.
- Birmingham : Packt Publishing, Limited, 2022.
- Description
- Book — 1 online resource (430 p.)
- Summary
-
- Table of Contents An Overview of Amazon EMR Exploring the Architecture and Deployment Options Common Use Cases and Architecture Patterns Big Data Applications and Notebooks Available in Amazon EMR Setting Up and Configuring EMR Clusters Monitoring, Scaling, and High Availability Understanding Security in Amazon EMR Understanding Data Governance in Amazon EMR Implementing Batch ETL Pipeline with Amazon EMR and Apache Spark Implementing Real-Time Streaming with Amazon EMR and Spark Streaming Implementing UPSERT on S3 Data Lake with Apache Spark and Apache Hudi Orchestrating Amazon EMR Jobs with AWS Step Functions and Apache Airflow/MWAA Migrating On-Premises Hadoop Workloads to Amazon EMR Best Practices and Cost Optimization Techniques.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- BUELTA, JAIME.
- [S.l.] : PACKT PUBLISHING LIMITED, 2022.
- Description
- Book — 1 online resource
- Summary
-
- Table of Contents Introduction to Software Architecture API Design Data Modeling The Data Layer The Twelve-Factor App Methodology Web Server Structures Event-Driven Structures Advanced Event-Driven Structures Microservices vs Monolith Testing and TDD Package Management Logging Metrics Profiling Debugging Ongoing Architecture.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- Amsterdam : IOS Press, 2011.
- Description
- Book — 1 online resource (196 pages) Digital: data file.
- Summary
-
- Title page; Preface; Contents; Part I. Foundations of Well-Being; Part II. Supporting the Well-Being Through Care Taking in Smart Environments; Part III. Improving the Well-Being Through Life-Style and Entertainment; Subject Index; Author Index.
(source: Nielsen Book Data)
- ADMA (Conference) (13th : 2017 : Singapore)
- Cham, Switzerland : Springer, 2017.
- Description
- Book — 1 online resource (xvii, 881 pages) : illustrations Digital: text file.PDF.
- Summary
-
- Database and Distributed Machine Learning.- Querying and Mining Strings Made Easy Distributed Training Large-Scale Deep Architectures.- Fault Detection and Localization in Distributed Systems using Recurrent Convolutional Neural Networks.- Discovering Group Skylines with Constraints by Early Candidate Pruning.- Comparing MapReduce-Based k-NN Similarity Joins On Hadoop For High-dimensional Data.- A Higher-Fidelity Frugal Quantile Estimator.- Recommender System.- Fair Recommendations Through Diversity Promotion.- A Hierarchical Bayesian Factorization Model for Implicit and Explicit Feedback Data.- Empirical Analysis of Factors Influencing Twitter Hashtag Recommendation on Detected Communities.- Group Recommender Model Based on Preference Interaction.- Identification of Grey Sheep Users By Histogram Inter
- section In Recommender Systems.- Social Network and Social Media.- A Feature-based Approach for the Redefined Link Prediction Problem in Signed Networks.- From Mutual Friends to Overlapping Community Detection: A Non-negative Matrix Factorization Approach.- Calling for Response: Automatically Distinguishing Situation-aware Tweets During Crises.- Efficient Revenue Maximization for Viral Marketing in Social Networks.- Generating Life Course Trajectory Sequences with Recurrent Neural Networks and Application to Early Detection on Social Disadvantage.- FRISK: A Multilingual Approach to Find twitteR InterestS via wiKipedia.- A Solution to Tweet-Based User Identification across Online Social Networks.- Machine Learning.- Supervised Feature Selection Algorithm Based on Low-Rank and Manifold Learning.- Mixed Membership Sparse Gaussian Conditional Random Fields.- Effects of Dynamic Subspacing in Random Forest.- Diversity and Locality in Multi-Component, Multi-Layer Predictive Systems: A Mutual Information Based Approach.- Hybrid Subspace Mixture Models For Prediction and Anomaly Detection in High Dimensions.- Classification and Clustering Methods.- StruClus: Scalable Structural Graph Set Clustering with Representative Sampling.- Employing Hierarchical Clustering and Reinforcement Learning for Attribute-based Zero-Shot Classification.- Environmental Sound Recognition using Masked Conditional Neural Networks.- Analyzing Performance of Classification Techniques in Detecting Epileptic Seizure.- A Framework for Clustering and Dynamic Maintenance of XML Documents.- Language-independent Twitter Classification using Character-based Convolutional Networks.- Behavior Modeling and User Profiling.- Modeling Check-in Behavior with Geographical Neighborhood Influence of Venues.- An empirical study on collective online behaviors of extremist supporters. -Your Moves, Your Device: Establishing Behavior Profiles using Tensors.- An Approach for Identifying Author Profiles of Blogs.- Generating Topics of Interests for Research Communities.- An Evolutionary Approach for Learning Conditional Preference Network from Inconsistent Examples.- Bioinformatic and Medical Data Analysis.- Predicting Clinical Outcomes of Alzheimer's Disease from Complex Brain Networks.- Doctoral Advisor or Medical Condition: Towards Entity-specific Rankings of Knowledge Base Properties.- Multiclass Lung Cancer Diagnosis by Gene Expression Programming and Microarray Datasets.- Drug-drug Interaction Extraction via Recurrent Neural Network with Multiple Attention Layers.- Spatio-temporal Data.- People-Centric Mobile Crowdsensing Platform for Urban Design.- Long-Term User Location Prediction Using Deep Learning and Periodic Pattern Mining.- An Intelligent Weighted Fuzzy Time Series Model Based on A Sine-Cosine Adaptive Human Learning Optimization Algorithm and Its Application to Financial Markets Forecasting.- Mobile Robot Scheduling with Multiple Trips and Time Windows.- Natural Language Processing and Text Mining.- Feature Analysis for Duplicate Detection in Programming QA Communities.- A Joint Human/Machine Process for Coding Events and Conflict Drivers.- Quality Prediction of Newly Proposed Questions in CQA by Leveraging Weakly Supervised Learning.- Improving Chinese Sentiment Analysis via Segmentation-based Representation Using Parallel CNN.- Entity Recognition by Distant Supervision with Soft List Constraint.- Structured Sentiment Analysis.- Data Mining Applications.- Improving Real-Time Bidding Using a Constrained Markov Decision Process.- PowerLSTM: Power Demand Forecasting Using Long Short-Term Memory Neural Network.- Identifying Unreliable Sensors Without a Knowledge of the Ground Truth in Deceptive Environments.- Color-sketch simulator: a guide for color-based visual known-item search.- Applications.- Making Use of External Company Data to Improve the Classification of Bank Transactions.- Mining Load Profile Patterns for Australian Electricity Consumers.- STA: a Spatio-temporal Thematic Analytics Framework for Urban Ground Sensing.- Privacy and Utility Preservation for Location Data Using Stay Region Analysis.- Location-aware Human Activity Recognition.- Demos.- SWYSWYK: a new Sharing Paradigm for the Personal Cloud.- Tools and Infrastructure for Supporting Enterprise Knowledge Graphs.- An Interactive Web-based Toolset for Knowledge Discovery from Short Text Log Data.- Carbon: Forecasting Civil Unrest Events by Monitoring News and Social Media.- A system for Querying and Analyzing Urban Regions.- Detect tracking behavior among trajectory data.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- International Conference on Conceptual Modeling (36th : 2017 : Valencia, Spain)
- Cham, Switzerland : Springer, 2017.
- Description
- Book — 1 online resource (xvii, 249 pages) : illustrations Digital: text file.PDF.
- Summary
-
- Requirements analysis.-Business analysis:- Ambient Assisted Living:- Computing for Healthcare:- Data Science:-Data Analysis.- Business Intelligence.- Ontology.- Software Quality.- Model Quality.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- Pacific-Asia Conference on Knowledge Discovery and Data Mining (21st : 2017 : Cheju Island, Korea)
- Cham, Switzerland : Springer, 2017.
- Description
- Book — 1 online resource (xxxii, 841 pages) : illustrations Digital: text file.PDF.
- Summary
-
- Classification and deep learning.- Social network and graph mining.- Privacy-preserving mining and security/risk applications.- Spatio-temporal and sequential data mining.- Clustering and anomaly detection.- Recommender system.- Feature selection.- Text and opinion mining.- Clustering and matrix factorization.- Dynamic, stream data mining.- Novel models and algorithms.- Behavioral data mining.- Graph clustering and community detection.- Dimensionality reduction.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- Cham, Switzerland : Springer, [2016]
- Description
- Book — 1 online resource (xxi, 278 pages) : illustrations (some color)
- Summary
-
- Part I: Online learning of a weighted selective naive Bayes classifier with non-convex optimization
- On making skyline queries resistant to outliers
- Adaptive Down-Sampling and Dimension Reduction in Time Elastic Kernel Machines for Efficient Recognition of Isolated Gestures
- Exact and Approximate Minimal Pattern Mining
- Part II: Comparison of proximity measures for a topological discrimination
- Comparison of linear modularization criteria using the relational formalism, an approach to easily identify resolution limit
- A novel approach to feature selection based on quality estimation metrics
- Ultrametricity of Dissimilarity Spaces and Its Significance for Data Mining
- Part III: SMERA: Semantic Mixed Approach for Web Query Expansion and Reformulation
- Multi-layer ontologies for integrated 3D shape segmentation and annotation
- Ontology Alignment Using Web Linked Ontologies as Background Knowledge
- LIAISON: reconciLIAtion of Individuals profiles across SOcial Networks
- Clustering of Links and Clustering of Nodes: Fusion of Knowledge in Social Networks.
- Cham, Switzerland : Springer, [2018]
- Description
- Book — 1 online resource (xiii, 147 pages) : illustrations (some color) Digital: text file.PDF.
- Summary
-
- A Combined Approach for Ontology Enrichment from Textual and Open Data.- C-SPARQL Extension for Sampling RDF Graphs Streams.- Efficiency Analysis of ASP Encodings for Sequential Pattern Mining Tasks.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- International Conference on Practical Applications of Agents and Multiagent Systems (15th : 2017 : Porto, Portugal)
- Cham, Switzerland : Springer, 2017.
- Description
- Book — 1 online resource (xvi, 374 pages) : illustrations Digital: text file; PDF.
- Summary
-
This book constitutes the refereed proceedings of the 15th International Conference on Practical Applications of Scalable Multi-Agent Systems, PAAMS 2017, held in Porto, Portugal, in June 2017. The 11 revised full papers, 11 short papers, and 17 Demo papers were carefully reviewed and selected from 63 submissions. The papers report on the application and validation of agent-based models, methods, and technologies in a number of key application areas, including day life and real world, energy and networks, human and trust, markets and bids, models and tools, negotiation and conversation, scalability and resources. .
(source: Nielsen Book Data)
- Mexican International Conference on Artificial Intelligence (15th : 2016 : Cancún, Mexico)
- Cham : Springer, 2017.
- Description
- Book — 1 online resource (xxvii, 552 pages) : illustrations Digital: text file.PDF.
- Summary
-
- General.- Normality from Monte Carlo Simulation for Statistical Validation of Computer Intensive Algorithms.- Are Android Smartphones Ready to Locally Execute Intelligent Algorithms.- Reasoning and Multi-Agent Systems.- Large Scale Reasoning Using Allen's Interval Algebra.- Towards the Distributed Logic Programming of Intelligent Visual Surveillance Applications.- An efficient expert system for diabetes with a Bayesian inference engine.- iEnsemble: A Framework for Committee Machine based On Multiagent Systems with Reinforcement Learning.- Exploring Complex Networks with Failure-prone Agents.- On the Conception of Intelligent Power Plants Based on Multiple Agent Systems.- Neural Networks and Deep Learning.- Author Profiling with doc2vec Neural Network-Based Document Embeddings.- Neural network modelling for dissolved oxygen effects in extensive Litopenaeus vannamei culture.- Neural-network based algorithm for algae detection in automatic inspection of underwater pipelines.- Evolutionary Algorithms.- Study on the Development of Complex Network for Evolutionary and Swarm based Algorithms.- Estimation of Distribution Algorithms based on the Beta Distribution for Bounded Search Spaces.- Automated Analog Synthesis with an Estimation of the Distribution Algorithm.- Mathematical model of glucose metabolism by symbolic regression alpha beta.- Machine Learning.- Jensen inequality with subdifferential for Sugeno integral.- Towards a more general XCS: Classifier fusion and don't care in actions.- A Novel Artificial Hydrocarbon Networks Based Value Function Approximation in Hierarchical Reinforcement Learning.- Wind power forecasting for the Villonaco wind farm using AI techniques.- Predicting the need of mechanical ventilation in Guillain-Barre patients using machine learning algorithms with relevant features.- A Robust Machine learning Approach to Microprocessor Instructions Identification Final.- Classification and Clustering.- Stochastic Semantic-Based Multi-Objective Genetic Programming Optimisation for Classification of Imbalanced Data.- Consensus Clustering for Binning Metagenome Sequences.- Algorithm for Clustering of Web Search Results from a Hyper-Heuristic approach.- Grouping Business Process Models Based on Multimodal Search and Covering Arrays.- Optimization.- A new method to optimize dynamic environments with global changes using the chickens-hen' algorithm.- Transit Network Frequencies-Setting Problem Solved Using a new Multi-Objective Global-Best Harmony Search Algorithm and Discrete Event Simulation.- Optimal pricing model: case of study for convenience stores.- Method of musical composition for portfolio optimization problem.- Metaheuristic hybridized applied to solve the Capacity Vehicle Routing Problem.- ABC-PSO: An Efficient Bioinspired Metaheuristic for Parameter Estimation in Nonlinear Regression.- Data Mining.- Data mining in EEG wave trains in early stages of Parkinson's disease.- Data Mining in the Analysis of Ocean-Atmosphere Dynamics in Colombia's Central Caribbean Ocean.- Molecular docking based on ligand by Complexity LMC.- Integrating Information of Films by a Multi-Source Combining Framework.- Graph-Based Algorithms.- Computing the clique-width of Polygonal tree graphs.- A New Approach to Weakening and Destruction of Malicious Internet Networks.- Intelligent Learning Environments.- Toward Optimal Pedagogical Action Patterns by means of Partially Observable Markov Decision Process.- Data-driven construction of a student model using Bayesian networks in an electrical domain.- Strategic Learning Meta-model: A Selection Model of Learning Activities.- CodeTraining: An Authoring Tool for a Gamified Programming Learning Environment.- Generating a Logical Structure for Virtualizing Physiotherapy Instructions through NLP.- Building a Corpus and a Local Binary Pattern Recognizer for Learning-Centered Emotions.- Affective Learning System for Algorithmic Logic Applying Gamification. .
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- SSTD (Conference) (15th : 2017 : Arlington, Va.)
- Cham, Switzerland : Springer, 2017.
- Description
- Book — 1 online resource (xiv, 454 pages) : illustrations Digital: text file.PDF.
- Summary
-
- Spatial and temporal databases.- Current research: Concepts, tools, techniques.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- ABMUS (Workshop) (1st : 2016 : Singapore)
- Cham, Switzerland : Springer, 2017.
- Description
- Book — 1 online resource (xii, 209 pages) : illustrations Digital: text file.PDF.
- Summary
-
- Urban Systems Modelling.- Towards an Agent-Based Simulation of Housing in Urban Beirut.- Simulating Urban Growth with Raster and Vector models: A case study for the city of Can Tho, Vietnam.- Integrating Behavior and Microsimulation Models.- Agent-Based Modelling for Urban Planning Current Limitations and Future Trends.- Traffic Simulation in Urban Modelling.- Software Architecture for a Transparent and Versatile Traffic Simulation.- A Generic Software Framework for Carsharing Modelling based on a Large-Scale Multi-Agent Traffic Simulation Platform.- Mapping bicycling patterns with an agent-based model, census and crowdsourced data.- Transportation in Agent-Based Urban Modelling.- Applications.- Simulation-aided Crowd Management: a Multi-scale Model for an Urban Case Study.- A National Heat Demand Model for Germany.- How Smart is the Smart City? Assessing the Impact of ICT on Cities.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- WAW (Workshop) (14th : 2017 : Toronto, Ont.)
- Cham, Switzerland : Springer, 2017.
- Description
- Book — 1 online resource (ix, 105 pages) : illustrations Digital: text file.PDF.
- Summary
-
- Graphs that arise from the Web and various user activities on the Web.- The development of high performance algorithms and applications that exploit graphs.- Graph-theoretic and algorithmic aspects of related complex networks.- Social networks, citation networks, biological networks
- molecular networks.- Other networks arising from the Internet.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- European Conference on Ambient Intelligence (13th : 2017 : Malaga, Spain)
- Cham, Switzerland : Springer, 2017.
- Description
- Book — 1 online resource (x, 279 pages) : illustrations Digital: text file.PDF.
- Summary
-
- Reconciling Humans and Technology: The Role of Ambient Intelligence.- Engineering a Cyber-Physical Intersection Management.- Exploring Design Opportunities for Intelligent Worker Assistance: A new Approach Using Projection-Based AR and a Novel Hand-Tracking Algorithm.- AuthentiCap - A Touchless Vehicle Authentication and Personalization System.- Indoor Localization Based on Passive Electric Field Sensing.- Safety Services in Smart Environments using Depth Cameras.- Contextual Requirements Prioritization and its Application to Smart Homes.- Voices and Views of Informal Caregivers: Investigating Ambient Assisted Living Technologies.- Easy to Install Indoor Positioning System that Parasitizes Home Lighting.- Exploring the Use of Ambient WiFi Signals to Find Vacant Houses.- A Framework for Distributed Interaction in Intelligent Environments.- Which mobile health toolkit should a service provider choose? A comparative evaluation of Apple HealthKit, Google Fit, and Samsung Digital Health Platform.- Visual End-User Programming of Personalized AAL in the Internet of Things.- Opportunities for Biometric Technologies in Smart Environments.- New approach for optimizing the usage of situation recognition algorithms within IoT domains.- HUDConCap - Automotive Head-Up Display Controlled with Capacitive Proximity Sensing.- E-textile Couch: Towards Smart Garments integrated Furniture.- Context-Aware Monitoring Agents For Ambient Assisted Living Applications.- Mobility competencies of people with Down syndrome supported by technical assistance - Results of the Requirement Analysis in POSEIDON Project.- An Exploratory Study on Electric Field Sensing.- A Framework for Responsive Environments.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- EvoApplications (Conference) (20th : 2017 : Amsterdam, Netherlands)
- Cham : Springer, 2017.
- Description
- Book — 1 online resource (xxiv, 905 pages) : illustrations Digital: text file; PDF.
- Summary
-
- EvoSET: Hybrid Algorithms Based on Integer Programming for the Search of Prioritized Test Data in Software Product Lines.- On the Use of Smelly Examples to Detect Code Smells in JavaScript.- Deep Parameter Tuning of Concurrent Divide and Conquer Algorithms in Akka.- Focusing Learning-based Testing away from Known Weaknesses.- Polytypic Genetic Programming.- Evolving Rules for Action Selection in Automated Testing via Genetic Programming - A First Approach.- EvoSTOC: A New Multi-swarm Particle Swarm Optimization for Robust Optimization over Time.- The Static and Stochastic VRP with Time Windows and Both Random Customers and Reveal Times.- Pre-Scheduled Colony Size Variation in Dynamic Environments.- An Online Packing Heuristic for the Three-dimensional Container Loading Problem in Dynamic Environments and the Physical Internet.- Advancing Dynamic Evolutionary Optimization Using In-Memory Database Technology.- Road Traffic Rules Synthesis Using Grammatical Evolution.- Solving Dynamic Graph Coloring Problem Using Dynamic Pool Based Evolutionary Algorithm.- General: Meta-Heuristics for Improved RF Emitter Localization.- Automated Design of Genetic Programming Classification Algorithms Using a Genetic Algorithm.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- EvoApplications (Conference) (20th : 2017 : Amsterdam, Netherlands)
- Cham, Switzerland : Springer, 2017.
- Description
- Book — 1 online resource (xxiv, 243 pages) : illustrations Digital: text file.PDF.
- Summary
-
- EvoSET: Hybrid Algorithms Based on Integer Programming for the Search of Prioritized Test Data in Software Product Lines.- On the Use of Smelly Examples to Detect Code Smells in JavaScript.- Deep Parameter Tuning of Concurrent Divide and Conquer Algorithms in Akka.- Focusing Learning-based Testing away from Known Weaknesses.- Polytypic Genetic Programming.- Evolving Rules for Action Selection in Automated Testing via Genetic Programming - A First Approach.- EvoSTOC: A New Multi-swarm Particle Swarm Optimization for Robust Optimization over Time.- The Static and Stochastic VRP with Time Windows and Both Random Customers and Reveal Times.- Pre-Scheduled Colony Size Variation in Dynamic Environments.- An Online Packing Heuristic for the Three-dimensional Container Loading Problem in Dynamic Environments and the Physical Internet.- Advancing Dynamic Evolutionary Optimization Using In-Memory Database Technology.- Road Traffic Rules Synthesis Using Grammatical Evolution.- Solving Dynamic Graph Coloring Problem Using Dynamic Pool Based Evolutionary Algorithm.- General: Meta-Heuristics for Improved RF Emitter Localization.- Automated Design of Genetic Programming Classification Algorithms Using a Genetic Algorithm.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- ARC (Symposium) (13th : 2017 : Delft, Netherlands)
- Cham : Springer, 2017.
- Description
- Book — 1 online resource (xx, 332 pages) : illustrations Digital: text file.PDF.
- Summary
-
This book constitutes the refereed proceedings of the 13th International Symposium on Applied Reconfigurable Computing, ARC 2017, held in Delft, The Netherlands, in April 2017. The 17 full papers and 11 short papers presented in this volume were carefully reviewed and selected from 49 submissions. They are organized in topical sections on adaptive architectures, embedded computing and security, simulation and synthesis, design space exploration, fault tolerance, FGPA-based designs, neural neworks, and languages and estimation techniques.
(source: Nielsen Book Data)
- AVR (Conference) (4th : 2017 : Ugento, Italy)
- Cham : Springer, 2017.
- Description
- Book — 1 online resource (xxx, 476 pages) : illustrations Digital: text file.PDF.
- Summary
-
The 2-volume set LNCS 10324 and 10325 constitutes the refereed proceedings of the 4th International Conference on Augmented Reality, Virtual Reality, and Computer Graphics, AVR 2017, held in Ugento, Italy, in June 2017. The 54 full papers and 24 short papers presented were carefully reviewed and selected from 112 submissions. The papers are organized in the following topical sections: virtual reality; augmented and mixed reality; computer graphics; human-computer interaction; applications of VR/AR in medicine; and applications of VR/AR in cultural heritage.
(source: Nielsen Book Data)
- AVR (Conference) (4th : 2017 : Ugento, Italy)
- Cham, Switzerland : Springer, 2017.
- Description
- Book — 1 online resource (xxx, 514 pages) : illustrations Digital: text file.PDF.
- Summary
-
The 2-volume set LNCS 10324 and 10325 constitutes the refereed proceedings of the 4th International Conference on Augmented Reality, Virtual Reality, and Computer Graphics, AVR 2017, held in Ugento, Italy, in June 2017. The 54 full papers and 24 short papers presented were carefully reviewed and selected from 112 submissions. The papers are organized in the following topical sections: virtual reality; augmented and mixed reality; computer graphics; human-computer interaction; applications of VR/AR in medicine; and applications of VR/AR in cultural heritage.
(source: Nielsen Book Data)
- International Conference on Automated Deduction (26th : 2017 : Gothenburg, Sweden)
- Cham, Switzerland : Springer, 2017.
- Description
- Book — 1 online resource (xi, 582 pages) : illustrations
- Summary
-
- Automated deduction
- Including foundations
- Applications.-Implementations
- Practical experience.
- TABLEAUX (Conference) (26th : 2017 : Brasília, Distrito Federal, Brazil)
- Cham, Switzerland : Springer, 2017.
- Description
- Book — 1 online resource (xii, 381 pages) : illustrations Digital: text file.PDF.
- Summary
-
- Sequents systems.- Tableaux.- Transitive closure and cyclic proofs.- Formalization and complexity.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- ATVA (Symposium) (15th : 2017 : Pune, India)
- Cham, Switzerland : Springer, 2017.
- Description
- Book — 1 online resource (xix, 482 pages) : illustrations Digital: text file.PDF.
- Summary
-
- Invited Talk: Proving Absence of Starvation by Means of Abstract Interpretation and Model-checking.- Program Analysis.- Precise Null Pointer Analysis Through Global Value Numbering.- May-Happen-in-Parallel Analysis with Returned Futures.- JTDec: A Tool for Tree Decompositions in Soot.- Fixing the State Budget: Approximation of Regular Languages with Small DFAs.- An Equivalence Checking Framework for Array-Intensive Programs.-Loop Quasi-Invariant Chunk Detection.- SamaTulyata: An Efficient Path Based Equivalence Checking Tool.- Model Checking and Temporal Logics.- Tests and Refutation.- The Density of Linear-time Properties.- HyLeak: Hybrid Analysis Tool for Information Leakage.- Compositional Safety Refutation Techniques.- Gradient-based variable ordering of Decision Diagrams for systems with structural units.- Model Checking of C and C++ with DIVINE 4 (Tool Paper).- Dealing with priorities and locks for concurrent programs.- Knowledge transfer and information leakage in protocols.- Concurrent Program Verification With Invariant-guided Underapproximation.- Neural Networks.- Maximum Resilience of Artificial Neural Networks.- Formal Verification of Piece-Wise Linear Feed-Forward Neural Networks.- Learning and Invariant Synthesis.- Liquid Types for Array Invariant Synthesis.- Lifting CDCL to Template-based Abstract Domains for Program Verification.- Synthesizing invariants by solving solvable loops.- Requirements and Specifications Exploiting Partial Knowledge for Efficient Model Analysis.- A Language-theoretic View on Network Protocols.- Probabilistic Systems Efficient Strategy Iteration for Mean Payoff in Markov Decision Processes.- Finding Polynomial Loop Invariants for Probabilistic Programs.- Synthesis of Optimal Resilient Control Strategies.- Hybrid Systems and Control.- ForFET: A Formal Feature Evaluation Tool for Hybrid Systems.- Attacking the V: On the Resiliency of Adaptive-Horizon MPC.- The Reach-Avoid Problem for Constant-Rate Multi-Mode Systems.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- DaWaK (Conference) (19th : 2017 : Lyon, France)
- Cham, Switzerland : Springer, 2017.
- Description
- Book — 1 online resource (xiv, 488 pages) : illustrations Digital: text file.PDF.
- Summary
-
- Intro
- Preface
- Organization
- Contents
- New Generation Data Warehouses Design
- Evaluation of Data Warehouse Design Methodologies in the Context of Big Data
- Abstract
- 1 Introduction
- 2 Methodology Classification
- 3 Metrics for Design Evaluation of Methodologies
- 3.1 Metrics for Methodology Evaluation
- 3.2 Metrics for Schema Quality Evaluation
- 4 Experimental Results
- 4.1 Methodology Evaluation
- 4.2 Schema Evaluation
- 5 Conclusion
- References
- Optimal Task Ordering in Chain Data Flows: Exploring the Practicality of Non-scalable Solutions
- 1 Introduction
- 2 Preliminaries
- 2.1 Problem Complexity
- 2.2 Chains in TPC-DI
- 3 Accurate Algorithms for Linear Execution Plans
- 3.1 Backtracking
- 3.2 Dynamic Programming
- 3.3 Topological Sorting
- 4 Evaluation of the Time Overhead
- 5 Related Work
- 6 Conclusions
- References
- Exploiting Mathematical Structures of Statistical Measures for Comparison of RDF Data Cubes
- 1 Introduction
- 2 Model and Data Representation
- 3 Structural Comparison of RDF Data Cubes
- 3.1 Computability and Comparability
- 3.2 Comparison Functionalities
- 3.3 Experimentation
- 4 Conclusion
- References
- S2D: Shared Distributed Datasets, Storing Shared Data for Multiple and Massive Queries Optimization in a Distributed Data Warehouse
- 1 Introduction
- 2 Related Work
- 3 Overview of Shared Distributed Datasets
- 3.1 Phase 1: The Logical Representation
- 3.2 Phase 2: The Physical Representation
- 4 Experimental Evaluation
- 4.1 Experimental Setup
- 4.2 Experimental Results and Discussion
- 5 Conclusion and Future Work
- References
- Cloud and NoSQL Databases
- Enforcing Privacy in Cloud Databases
- 1 Introduction
- 2 Non-cryptographic Methods
- 2.1 Differential Privacy
- 2.2 Data Anonymization
- 2.3 Data Fragmentation
- 3 Secret Sharing-Based Methods
- 3.1 Verifiable Secret Sharing
- 3.2 Order-Preserving Secret Sharing
- 3.3 Discussion
- 4 Index-Based Methods
- 4.1 Bucketization-Based Indexing
- 4.2 Order-Preserving Indexing
- 4.3 Searchable Encryption
- 4.4 Discussion
- 5 Secure Databases
- 5.1 CryptDB
- 5.2 MONOMI
- 5.3 Multi-valued Order Preserving Encryption (MV-OPE)
- 5.4 Secure Trusted Hardware
- 5.5 Discussion
- 6 Conclusion
- 6.1 Security
- 6.2 Query Post-processing
- 6.3 Storage Overhead
- 6.4 Computational Overhead
- 6.5 Wrap-up
(source: Nielsen Book Data)
- International Work-Conference on the Interplay Between Natural and Artificial Computation (2017 : La Coruña, Spain)
- Cham, Switzerland : Springer, 2017.
- Description
- Book — 1 online resource (xxi, 562 pages) : illustrations Digital: text file; PDF.
- Summary
-
- Biomedical applications.- Mobile brain computer interaction.- Human robot interaction.- Deep learning.- Machine learning applied to big data analysis.- Computational intelligence in data coding and transmission.- Applications.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- Monterey Workshop (19th : 2016 : Beijing, China)
- Cham, Switzerland : Springer, 2017.
- Description
- Book — 1 online resource (viii, 209 pages) : illustrations Digital: text file.PDF.
- Summary
-
- A Hybrid M&S Methodology for Knowledge Discovery.- A Model-driven Visualization System Based on DVDL.- A Practical Energy Modeling Method for Industrial.- An Optimization Method for User Interface Components Based on Big Data.- Clustering-based Data Aggregation and Routing for Real-time Wireless HART Communication.- Constrained Semantic Grammar Enabled Question Answering System0.3.- Information Composition Analysis and Adaptation Access of CNC Lathes in Cloud Manufacturing.- Interactive Animation Editing Based on Sketch Interaction.- Manufacturing Service Reconfiguration Optimization using Hybrid Bees Algorithm in Cloud Manufacturing.- Mobile Phone-based tourist Spatial-Temporal Behavior Record and Analysis System.- Multi-Source Information Intelligent Collection and Monitoring of CNC Machine Tools Based on Multi-Agent Ontology Management and Ontology Reuse in Web Environment.- Research on the shortest path of two places in urban based on improved ant colony algorithm.- RUL Prediction of Bearings based on Mixture of Gaussians Bayesian Belief Network and Support Vector Data Description.- Social Recommendation Terms:Probabilistic Explanation and Optimization.- Towards a Holistic Method for Business Process - Traffic Flow Prediction with improved SOPIO-SVR algorithm.- Workshop Multi-source Information IntelliSense Method based on IPv6 Intelligent Terminal.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- CCL (Conference) (16th : 2017 : Nanjing Shi, China)
- Cham : Springer, 2017.
- Description
- Book — 1 online resource (xviii, 482 pages) : illustrations Digital: text file.PDF.
- Summary
-
- Fundamental theory and methods of computational linguistics.- Machine translation and multilingual information processing.- Knowledge graph and information extraction.- Language resource and evaluation.- Information retrieval and question answering.- Text classification and summarization.- Social computing and sentiment analysis.- NLP applications
- Minority language information processing.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- ICCCI (Conference) (9th : 2017 : Nicosia, Cyprus)
- Cham, Switzerland : Springer, 2017.
- Description
- Book — 1 online resource (xxviii, 592 pages) : illustrations Digital: text file.PDF.
- Summary
-
- Knowledge Engineering and Semantic Web.- Social Networks and Recommender Systems.- Data Mining Methods and Applications.- Multi-agent Systems.- Sensor Networks and Internet of Things.- Decision Support and Control Systems. .
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- ICCCI (Conference) (9th : 2017 : Nicosia, Cyprus)
- Cham, Switzerland : Springer, 2017.
- Description
- Book — 1 online resource (xxvii, 614 pages) : illustrations Digital: text file.PDF.
- Summary
-
- Cooperative Strategies for Decision Making and Optimization.- Computational Swarm Intelligence.- Machine Learning in Medicine and Biometrics.- Cyber Physical Systems in Automotive Area.- Internet of Things - Its Relations and Consequences.- Text Processing and Information Retrieval.- Low Resource Language Processing.- Computer Vision Techniques.- Intelligent Processing of Multimedia in Web Systems.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- EvoMUSART (Conference) (6th : 2017 : Amsterdam, Netherlands)
- Cham, Switzerland : Springer, 2017.
- Description
- Book — 1 online resource (x, 371 pages) : illustrations Digital: text file.PDF.
- Summary
-
- Algorithmic Songwriting with ALYSIA.- On Symmetry, Aesthetics and Quantifying Symmetrical Complexity.- Towards Polyphony Reconstruction Using Multidimensional Multiple Sequence Alignment.- Melody Retrieval and Classification Using Biologically-Inspired Techniques.- Evolved Aesthetic Analogies to Improve Artistic Experience.- Deep Artificial Composer: A Creative Neural Network Model for Automated Melody Generation.- A Kind of Bio-inspired Learning of mUsic stylE.- Using Autonomous Agents to Improvise Music Compositions in Real-time.- Generating Polyphonic Music Using Tied Parallel Networks.- Mixed-initiative Creative Drawing with webIconoscope.- Clustering Agents for the Evolution of Autonomous Musical Fitness.- EvoFashion: Customising Fashion Through Evolution.- A Swarm Environment for Experimental Performance and Improvisation.- Niche Constructing Drawing Robots.- Automated Shape Design by Grammatical Evolution.- Evolutionary Image Transition Using Random Walks.- Evaluation Rules for Evolutionary Generation of Drum Patterns in Jazz Solos.- Assessing Augmented Creativity: Putting a Lovelace Machine for Interactive Title Generation through a Human Creativity Test.- Play It again: Evolved Audio Effects and Synthesizer Programming.- Fashion Design Aid System with Application of Interactive Genetic Algorithms.- Generalization Performance of Western Instrument Recognition Models in Polyphonic Mixtures with Ethnic Samples.- Exploring the Exactitudes Portrait Series with Restricted Boltzmann Machines.- Evolving Mondrian-Style Artworks.- Predicting Expressive Bow Controls for Violin and Viola. .
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- ICCSA (Conference) (17th : 2017 : Trieste, Italy)
- Cham, Switzerland : Springer, 2017.
- Description
- Book — 1 online resource (xxxvi, 779 pages) : illustrations Digital: text file.PDF.
- Summary
-
- Intro; Preface; Welcome to Trieste; Organization; Contents
- Part I; General Tracks; An Analysis of Reordering Algorithms to Reduce the Computational Cost of the Jacobi-Preconditioned CG Solver Using High-Precision Arithmetic; 1 Introduction; 2 Systematic Reviews; 3 Description of the Tests, Implementation of the Heuristics, Testing, and Calibration; 4 Numerical Experiments and Analysis; 4.1 Instances Originating from the Discretization of the Laplace Equation by Finite Volumes; 4.2 Instances Contained in the University of Florida Sparse Matrix Collection; 5 Conclusions; References
- An Ensemble Similarity Model for Short Text Retrieval1 Introduction; 2 Related Works; 3 Proposed Ensemble Similarity Model; 3.1 Vector Space Model; 3.2 Edit-distance Similarity; 3.3 Ensemble Similarity Measure; 4 Preliminary Results and Discussion; 5 Conclusion; References; Automatic Clustering and Prediction of Female Breast Contours; Abstract; 1 Introduction; 2 Methodology; 2.1 Data Collection; 2.2 Elliptic Fourier Analysis; 2.3 Similarity Assessment; 2.4 Principal Component Analysis; 2.5 K-Means++ Clustering; 2.6 Support Vector Machine; 3 Result and Discussion
- 3.1 Breast Contours Reconstruction3.2 Results of Similarity Assessment; 3.3 Results of PCA; 3.4 Results of K-Means++ Clustering; 3.5 SVM Prediction Model; 4 Conclusion; Acknowledgement; References; Parallel Ray Tracing for Underwater Acoustic Predictions; 1 Introduction; 2 Previous Work; 3 The Ray Tracing Model; 4 TRACEO3D on Distributed Memory Multi-core Processors; 4.1 MPI Basic Concepts; 4.2 Parallel Implementation; 5 The Tank Scale Experiment; 6 Results and Analysis; 7 Conclusions; References
- Influences of Flow Parameters on Pressure Drop in a Patient Specific Right Coronary Artery with Two StenosesAbstract; 1 Introduction; 2 Materials and Methods; 3 Results; 3.1 Pressure Gradient-Flow Rate Relationship; 3.2 Pressure Gradient-Viscosity Relationship; 3.3 Quantitative Correlation of CDP to Each Flow Parameter; 3.4 Effect of the Distal Stenosis; 4 Discussion; 4.1 Effect of Flow Rate; 4.2 Effect of Blood Viscosity; 4.3 Influence of the Distal Stenosis; 5 Conclusions; Acknowledgement; References
- Adaptive Sine Cosine Algorithm Integrated with Differential Evolution for Structural Damage DetectionAbstract; 1 Introduction; 2 Formulation of a Damage Detection Optimization Problem; 3 Test Problems with Trusses; 3.1 Twenty-Five-Bar Truss; 3.2 Seventy-Two-Bar Truss; 4 Adaptive Sine Cosine Algorithm Hybridized with Differential Evolution (ASCA-dE); 5 Numerical Experiment; 6 Results and Discussions; 6.1 Twenty-Five-Bar Truss; 6.2 Seventy-Two-Bar Truss; 7 Conclusions; Acknowledgments; References; Resource Production in StarCraft Based on Local Search and Planning; 1 Introduction
(source: Nielsen Book Data)
- ICCSA (Conference) (17th : 2017 : Trieste, Italy)
- Cham, Switzerland : Springer, 2017.
- Description
- Book — 1 online resource (XXXVI, 726 pages . 291 illustrations) Digital: text file; PDF.
- Summary
-
- Intro
- Preface
- Welcome to Trieste
- Organization
- Contents
- Part II
- Workshop on Agricultural and Environmental Big Data Analytics (AEDBA 2017)
- Lack of Data: Is It Enough Estimating the Coffee Rust with Meteorological Time Series?
- 1 Introduction
- 2 Background
- 2.1 Coffee Rust
- 2.2 Time Series
- 2.3 Regression Models
- 3 Data Pre-processing
- 4 Experimental Results
- 5 Conclusions and Future Works
- References
- Urban Sprawl, Labor Incomes and Real Estate Values
- Abstract
- 1 Introduction and Aim of the Paper
- 2 Methodology of Analysis and Data Processing
- 3 Urban Growth on a Metropolitan Area
- 4 Spatial Distribution of Real Estate Values
- 5 Labor or Capital Income, Unemployment Rate and More
- 6 Conclusions
- References
- OLAP Analysis of Integrated Pest Management's Defense Rules: Application to Olive Crop in Apulia Region
- Abstract
- 1 Introduction
- 2 Related Work
- 2.1 Sustainable Agriculture Indicators
- 2.2 OLAP for Agriculture
- 3 OLAP Model for IPM
- 3.1 Integrated Pest Management for Olive Tree
- 3.2 OLAP Model
- 4 Implementation
- 5 Conclusions
- References
- Adaptive Prediction of Water Quality Using Computational Intelligence Techniques
- Abstract
- 1 Introduction
- 2 Related Studies
- 3 Data and Study Area
- 3.1 United States Geological Survey (USGS)
- 3.2 Cauca River Modeling Project Phase II (PMC II)
- 4 Water Quality Adaptive Prediction
- 4.1 Parameters Setting Component
- 4.2 Predictive Component
- 4.3 Adaptive Component
- 5 Experimental Results
- 5.1 Regressor Selection for Predictive Component
- 5.2 Algorithm Selection for Adaptive Component
- 6 Conclusions and Future Work
- Acknowledgements
- References
- A Tool for Classification of Cacao Production in Colombia Based on Multiple Classifier Systems
- Abstract
- 1 Introduction
- 2 Data and Study Area.
- 3 Data Preprocessing
- 4 Model Selection
- 5 Model Deployment
- 6 Conclusions and Future Work
- Acknowledgements
- References
- Decision Support System for Coffee Rust Control Based on Expert Knowledge and Value-Added Services
- Abstract
- 1 Introduction
- 2 Decision Support System for Coffee Rust Control: DSS-CRC
- 2.1 Fungicide Type
- 2.2 Moment of Fungicide Application
- 2.3 Fungicide Application Technology
- 2.4 Knowledge Base Definition
- 3 DSS-EWS Integration
- 4 Evaluation
- 4.1 Decision Quality
- 4.2 Decision Process Efficiency
- 4.3 Decision Maker's Satisfaction
- 5 Conclusions
- Acknowledgements
- References
- Impact of Temporal Features of Cattle Exchanges on the Size and Speed of Epidemic Outbreaks
- 1 Introduction
- 2 Dataset
- 3 Data Modeling
- 4 Infection Modeling
- 5 Size of Cascades
- 6 Speed of Cascades
- 7 Conclusion
- References
- Creating Territorial Intelligence Through a Digital Knowledge Ecosystem: A Way to Actualize Farmer Empowerment
- Abstract
- 1 Introduction
- 2 A Mobile-Based Information System for Farmers Empowerment
- 3 A TI-Based Shift from Farmers Empowerment to Citizen Empowerment
- 4 The Digital Knowledge Ecosystem for Spatially-Enabled Farmer Communities
- 4.1 Architectural Principles of the Digital Knowledge Ecosystem
- 4.2 Engaging Mobile Users
- 5 Conclusion
- References
- Workshop on Advanced Methods in Data Mining for Applications (AMDMA 2017)
- The Classification of Turkish Economic Growth by Artificial Neural Network Algorithms
- 1 Introduction
- 2 Materials and Methods
- 2.1 Materials
- 2.2 Methods
- 3 Results and Discussion
- 4 Conclusion
- References
- Standardized Precipitation Index Analyses with Wavelet Techniques at Watershed Basin
- Abstract
- 1 Introduction
- 2 Materials and Methods
- 2.1 Study Area and Data.
- 2.2 Standardized Precipitation Index
- 2.3 Wavelet Analyses
- 3 Analyses
- 3.1 Time Series Analyses of SPI
- 3.2 Wavelet Analyses
- 4 Results and Conclusion
- Akcknowledgements
- References
- Comparison of Deep Learning and Support Vector Machine Learning for Subgroups of Multiple Sclerosis
- 1 Introduction
- 2 Material and Method
- 2.1 Materials
- 3 Method
- 4 Results and Discussion
- 5 Conclusion
- References
- Workshop on Advanced Smart Mobility and Transportation (ASMAT 2017)
- Preliminary Investigation on a Numerical Approach for the Evaluation of Road Macrotexture
- Abstract
- 1 Introduction
- 2 Objective
- 3 Laboratory Test: Gyratory Compactor Technique and Experimental Campaign
- 4 Numerical Modeling
- 4.1 The DEM Simulation of the Gyratory Compactor
- 5 Analysis of Results
- 5.1 Repeatability Analysis
- 5.2 Wall Effect Analysis
- 5.3 Time History Analysis
- 5.4 Real Specimens and DEM Comparison
- 6 Conclusions and Recommendations
- Acknowledgements
- References
- Novelty Detection for Location Prediction Problems Using Boosting Trees
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Proposed System
- 3.1 Preprocessing
- 3.2 Features Extraction
- 3.3 Classification Models
- 4 Experimental Results
- 4.1 Datasets
- 4.2 Experiments
- 4.3 Results
- 5 Conclusion
- References
- Estimation of an Urban OD Matrix Using Different Information Sources
- Abstract
- 1 Introduction
- 2 The Empirical Data
- 3 State of the Art of OD Estimations
- 3.1 Categories of Sensors
- 3.2 Multiple Data Source
- 4 The Methodological Framework
- 5 Some Preliminary Results
- 6 Discussion and Conclusions
- References
- Workshop on Advances in Information Systems and Technologies for Emergency Preparedness, Risk Assessment and Mitigation (ASTER 2017).
- Flood Hazard Assessment of the Fortore River Downstream the Occhito Dam, in Southern Italy
- Abstract
- 1 Introduction
- 2 The Case Study Description
- 3 Evaluation of the Hydrological Discharges
- 4 Results
- 5 Conclusions
- Acknowledgments
- References
- Hierarchical Spatial Distribution of Seismic Risk of Italian RC Buildings Stock
- Abstract
- 1 Introduction
- 2 Elements for Italian Existing RC Buildings Seismic Risk Map
- 2.1 Italian Seismic Hazard
- 2.2 Building Types
- 2.3 Seismic Risk Index
- 3 A Novel Italian RC Buildings Seismic Risk GIS Map
- 4 Discussion and Conclusion
- References
- Resilience Modification and Dynamic Risk Assessment in Hybrid Systems: Study Cases in Underground Settlements of Murgia Edge (Apulia, Southern Italy)
- Abstract
- 1 Introduction
- 2 Hybrid Systems
- 3 Apulian Underground Settlements
- 3.1 Instability and Hazard Factors
- 3.2 Risk Factors
- 3.3 Resilience and Emerging Signals
- 4 Methodologies and Study Cases
- 5 Conclusions
- References
- Preventive Approach to Reduce Risk Caused by Failure of a Rainwater Drainage System: The Case Study of Corato (Southern Italy)
- Abstract
- 1 Introduction
- 2 The Case Study
- 3 Data and Method
- 3.1 Key Variables and Data Collected
- 3.2 Layer Integration and Risk Mapping
- 4 Results
- 5 Conclusions
- References
- Earthquake's Rubble Heaps Volume Evaluation: Expeditious Approach Through Earth Observation and Geomatics Techniques
- Abstract
- 1 Introduction
- 1.1 Earthquake Events
- 2 Study Area
- 2.1 Geology
- 3 Data and Methods
- 3.1 Dataset
- 3.2 Methodology
- 4 Results
- 5 Discussion and Conclusions
- Acknowledgments
- References
- A Geospatial Decision Support Tool for Seismic Risk Management: Florence (Italy) Case Study
- Abstract
- 1 Introduction
- 2 A Short Overview on the Steps
- 3 Case Study Description.
- 3.1 Historical Seismicity and Selection of the Earthquake Event for the Scenarios
- 3.2 Available Data
- 4 Method
- 4.1 Deterministic Seismic Hazard and Site Effects Analysis
- 4.2 Building Vulnerability and Damage Assessment
- 4.3 Expected Consequences on Population and Buildings
- 5 Results and Discussion: Scenarios for Selected Earthquakes
- 6 Conclusion
- Acknowledgement and Disclaimer
- References
- Enhancing Creativity in Risk Assessment of Complex Sociotechnical Systems
- 1 Introduction
- 2 Related Work
- 3 The Water Systems Case Study
- 3.1 Vulnerability Assessment Support System Experiment
- 3.2 VUM Ontology
- 4 CREAM-Based Risk Models Generation
- 4.1 Risk Models Generation Process
- 4.2 Risk Mini-Models Examples
- 5 Conclusions
- References
- Spatial Analysis and Ranking for Retrofitting of the School Network in Lima, Peru
- Abstract
- 1 Introduction
- 2 The Case Study
- 2.1 Description of the Lima Metropolitan Area
- 2.2 Seismic Risk of Public Schools in the City
- 3 Retrofitting Prioritization Ranking
- 3.1 Methodology
- 3.2 Results
- 4 Conclusion
- Acknowledgments
- References
- Workshop on Bio-inspired Computing and Applications (BIONCA 2017)
- Crowd Anomaly Detection Based on Optical Flow, Artificial Bacteria Colony and Kohonen's Neural Network
- 1 Introduction
- 2 Related Works
- 3 Architecture of the System
- 4 Proposed Algorithm
- 4.1 Optical Flow
- 4.2 Artificial Bacteria Colony
- 4.3 Kohonen's Neural Network
- 5 Experiments and Results
- 6 Conclusion
- References
- Workshop on Computational and Applied Mathematics (CAM 2017)
- An Uncoupling Strategy in the Newmark Method for Dynamic Problems
- 1 Introduction
- 2 Model Equations
- 3 Uncoupled Newmark Method
- 4 Convergence Issue
- 5 Numerical Simulations
- 6 Conclusions
- References.
- Continuous Extensions for Structural Runge
- Kutta Methods.
(source: Nielsen Book Data)
- ICCSA (Conference) (17th : 2017 : Trieste, Italy)
- Cham, Switzerland : Springer, 2017.
- Description
- Book — 1 online resource (xxxvi, 766 pages) : illustrations Digital: text file.PDF.
- Summary
-
- Intro
- Preface
- Welcome to Trieste
- Organization
- Contents
- Part III
- Workshop on Chemistry and Materials Sciences and Technologies (CMST 2017)
- Acetone-Water Mixtures: Molecular Dynamics Using a Semiempirical Intermolecular Potential
- 1 Introduction
- 2 Potential Energy Surface
- 3 The Simulation Protocol of the Molecular Dynamics
- 4 The Acetone-Water Mixtures
- 5 Conclusions
- References
- Synchronized Content and Metadata Management in a Federation of Distributed Repositories of Chemical ...
- Abstract
- 1 Introduction
- 2 The Glorep Project
- 2.1 The GLOREP Features
- 3 The Synchronization Mechanism of GlorepSyncIO
- 3.1 Server.php
- 3.2 Objects and Owners
- 3.3 Uploading
- 3.4 Downloading
- 3.5 Updating
- 4 The GlorepSyncIO Components
- 4.1 Messages
- 4.1.1 FileMessage64
- 4.1.2 TextMessage64
- 4.2 Readers
- 4.3 Writers
- 4.3.1 TextWriter64 and FileWriter64
- 4.4 DBConnection
- 4.5 Sync
- 4.5.1 Available Methods
- 5 Conclusion and Future Work
- Acknowledgements
- References
- Open Molecular Science for the Open Science Cloud
- 1 Introduction
- 2 Chemistry and Open Science Initiatives
- 3 The Collaborative Open Molecular Science Project
- 4 An OMS Research Infrastructure
- 5 The General Frame of the SUMO-chem Research Infrastructure
- 6 Molecular Science Data Interoperability
- 7 GEMS
- 8 ECHEMTEST+
- 9 Conclusions
- References
- Determination of Volatile Aroma Composition Profiles of Coco de Mèr (Lodoicea Maldivica) Fruit: Analytical Study by HS-SPME and GC/MS Techniques
- Abstract
- 1 Introduction
- 2 Experimental
- 2.1 Characteristics of Used Reagents and Standards
- 2.2 Experimental Devices and Apparatuses
- 2.3 Plant Material
- 2.4 Sample Preparation
- 2.5 HS-SPME Extraction
- 2.6 Experimental Conditions for GC/MS Analysis
- 2.7 Reliability of the Analytical Procedure
- 3 The Computational Procedure for GC/MS Chemical Compound Identification
- 4 Results and Discussion
- 4.1 The Flavour Fraction of "Coco de Mer"
- 5 Conclusions
- Acknowledgments
- References
- Automated Simulation of Gas-Phase Reactions on Distributed and Cloud Computing Infrastructures
- 1 Introduction
- 2 Structure and Workflow of GEMS
- 3 A Cloud OpenStack Implementation of GEMS
- 4 Automated Generation of the PES
- 5 Calculations on the H + H2 Prototype
- 6 Conclusions and Future Work
- References
- Workshop on Computational Optimization and Applications (COA 2017)
- A Global Score-Driven Beam Angle Optimization in IMRT
- 1 Introduction
- 2 Noncoplanar BAO in IMRT Treatment Planning
- 2.1 Noncoplanar BAO Model
- 2.2 FMO Formulation and Resolution
- 2.3 Global Score for Treatment Plan Quality
- 3 Pattern Search Methods
- 4 Computational Results
- 5 Conclusions and Future Work
- References
- Automated Radiotherapy Treatment Planning Using Fuzzy Inference Systems
- Abstract
- 1 Introduction
- 2 IMRT Treatment Planning
(source: Nielsen Book Data)
- ICCSA (Conference) (17th : 2017 : Trieste, Italy)
- Cham : Springer, 2017.
- Description
- Book — 1 online resource (xxxvi, 744 pages) : illustrations Digital: text file.PDF.
- Summary
-
The six-volume set LNCS 10404-10409 constitutes the refereed proceedings of the 17th International Conference on Computational Science and Its Applications, ICCSA 2017, held in Trieste, Italy, in July 2017. The 313 full papers and 12 short papers included in the 6-volume proceedings set were carefully reviewed and selected from 1052 submissions. Apart from the general tracks, ICCSA 2017 included 43 international workshops in various areas of computational sciences, ranging from computational science technologies to specific areas of computational sciences, such as computer graphics and virtual reality. Furthermore, this year ICCSA 2017 hosted the XIV International Workshop On Quantum Reactive Scattering. The program also featured 3 keynote speeches and 4 tutorials.
(source: Nielsen Book Data)
- ICCSA (Conference) (17th : 2017 : Trieste, Italy)
- Cham, Switzerland : Springer, 2017.
- Description
- Book — 1 online resource (xxxvi, 799 pages) : illustrations Digital: text file.PDF.
- Summary
-
- Intro
- Preface
- Welcome to Trieste
- Organization
- Contents
- Part VI
- Workshop on Software Engineering Processes and Applications (SEPA 2017)
- MC-DMN: Meeting MCDM with DMN Involving Multi-criteria Decision-Making in Business Process
- 1 Introduction
- 2 Decision-Making in Business Process: Related Works
- 2.1 The BPMN Standard
- 2.2 The DMN Standard
- 2.3 DMN Limitations Relative to Criteria Preference
- 3 Multi-criteria Decision-Making
- 3.1 MCDM Methods
- 3.2 TOPSIS
- 4 DMN Under Multi-criteria Analysis
- 4.1 Analogy Between DMN Decision Table and TOPSIS Data Matrix
- 4.2 MC-DMN
- 4.3 MC-DMN Applying Example for ETL Software Selection
- 5 Conclusion and Future Works
- References
- Context Sensitive Query Correction Method for Query-Based Text Summarization
- 1 Introduction
- 2 Literature Survey
- 3 Overview of the Proposed Method: CSQ
- 3.1 Proposed Framework
- 3.2 Description of Proposed Method (CSQ)
- 3.3 Example Computation
- 4 Experimental Results and Discussion
- 4.1 Comparison of CSQ Method with Real-Word Spell Checkers
- 4.2 Comparison of CSQ Method with Non-word Spell Checkers
- 5 Conclusion
- References
- Ontological Controlling the Lexical Items in Conceptual Solution of Project Tasks
- Abstract
- 1 Introduction
- 2 Preliminary Bases
- 2.1 Conceptual Solution of the Task
- 2.2 Project Ontology
- 3 Related Works
- 4 Toolset for Creating a Project Ontology
- 4.1 Basic Workflows
- 4.2 Agent B. Filtering Out Stop Words
- 4.3 Agent D. Fetching Out the Ambiance
- 4.4 Programmed Access to the Ontology
- 5 Understanding of Textual Increments and Their Combinations
- 6 Example of Applying for the Ontological Support
- 7 Conclusion
- Acknowledgement
- References
- IoT-Based Healthcare Applications: A Review
- 1 Introduction
- 2 Method
- 2.1 Research Questions
- 2.2 Search Process
- 2.3 Inclusion and Exclusion Criteria
- 2.4 Quality Assessment
- 2.5 Data Collection
- 3 Results
- 3.1 Search Results
- 3.2 Overview of Studies
- 3.3 Quality Evaluation Results
- 4 Discussion
- 4.1 What are the Main Characteristics of Healthcare Applications Based on IoT Infrastructure?
- 4.2 What are the Patterns and Protocols Used in Healthcare Applications Based on IoT Infrastructure?
- 4.3 What are the Challenges and Opportunities Related to Healthcare Applications Based on IoT Infrastructure?
- 4.4 Limitations of This Review
- 5 Conclusion and Future Works
- References
- Fast Semi-blind Color Image Watermarking Scheme Using DWT and Extreme Learning Machine
- 1 Introduction
- 2 Research Contribution and Motivation
- 3 Extreme Learning Machine
- 4 Experimental Details
- 4.1 Watermark Embedding Algorithm
- 4.2 Watermark Extraction Algorithm
- 5 Results and Discussion
- 5.1 Embedding and Extraction
- 5.2 Executing Image Processing Attacks
- 6 Conclusions
(source: Nielsen Book Data)
- CAV (Conference) (29th : 2017 : Heidelberg, Germany)
- Cham, Switzerland : Springer, 2017.
- Description
- Book — 1 online resource (xix, 601 pages) : illustrations Digital: text file; PDF.
- Summary
-
- Data Driven Techniques
- Runtime Verication
- Cyber-Physical Systems
- Concurrency
- Analysis of Software and Hardware
- Foundations of Verification
- Distributed and Networked Systems
- Synthesis
- Decision Procedures and their Applications
- Software Analysis.
- EPEW (Workshop) (14th : 2017 : Berlin, Germany)
- Cham : Springer International Publishing, 2017.
- Description
- Book — 1 online resource (XVI, 299 pages) : 103 illustrations Digital: text file.PDF.
- Summary
-
- Advances in Markov models.- Advances in quantitative analysis.- Model checking.- Cyber-physical systems.-Performance, energy and security.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- International Conference on Conceptual Modeling (36th : 2017 : Valencia, Spain)
- Cham : Springer, 2017.
- Description
- Book — 1 online resource (xxii, 536 pages) : illustrations Digital: text file.PDF.
- Summary
-
- Conceptual Modeling Methodology.- Conceptual Modeling and Requirements.- Foundations.- Conceptual Modeling in Specific Context.- Conceptual Modeling and Business Processes.- Model Efficiency.- Ontologies.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- COIN@AAMAS (Workshop) (2016 : Singapore) jointly held conference.
- Cham, Switzerland : Springer, 2017.
- Description
- Book — 1 online resource (xiii, 171 pages) : illustrations Digital: text file.PDF.
- Summary
-
- Towards a distributed data-sharing economy.- Modeling patient-centric healthcare using socially intelligent systems: the AVICENA experience.- `How did they know?' - Model-checking for analysis of information leakage in social networks.- A manifesto for conscientious design of hybrid online social systems.- Communication and shared mental models for teams performing interdependent tasks.- An empirical approach for relating environmental patterns with agent team compositions.- Monitoring opportunism in multi-agent systems.- The role of values.- On the minimal recognition of rights in holonic institutions. .
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- CSCML (Symposium) (1st : 2017 : Beersheba, Israel)
- Cham, Switzerland : Springer, 2017.
- Description
- Book — 1 online resource (xii, 307 pages) : illustrations Digital: text file; PDF.
- Summary
-
- Cyber security.-Secure software development methodologies, formal methods semantics and verification of secure systems.-Fault tolerance, reliability, availability of distributed secure systems.- Game-theoretic approaches to secure computing.- Automatic recovery of self-stabilizing and self-organizing systems.- Communication, authentication and identification security.- Cyber security for mobile and Internet of things.- Cyber security of corporations.- Security and privacy for cloud, edge and fog computing.-Ccryptography.- Cryptographic implementation analysis and construction.- Secure multi-party computation.- Privacy-enhancing technologies and anonymity.- Post-quantum cryptography and security.- Machine learning and big data.- Anomaly detection and malware identification.- Business intelligence and security.- Digital forensics.- Digital rights management
- trust management and reputation systems.- Information retrieval, risk analysis, DoS.>.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- DILS (Conference) (12th : 2017 : Luxembourg, Luxembourg)
- Cham, Switzerland : Springer, 2017.
- Description
- Book — 1 online resource (vii, 109 pages) : illustrations Digital: text file; PDF.
- Summary
-
- Life Science Data Modelling.- Analysing, Indexing, and Querying Life Sciences Datasets.- Annotating, Matching, and Sharing Life Sciences Datasets.- Privacy and Provenance of Life Sciences Datasets.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- DMAH (Workshop) (2nd : 2016 : New Delhi, India)
- Cham, Switzerland : Springer, 2017.
- Description
- Book — 1 online resource (xviii, 155 pages) : illustrations Digital: text file.PDF.
- Summary
-
- Knowledge discovery of biomedical data.- Managing, querying and processing of medical image data.- Information extraction and data integration for biomedical data.- Health information systems.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- DMBD (Conference) (2nd : 2017 : Fukuoka-shi, Japan)
- Cham : Springer, 2017.
- Description
- Book — 1 online resource (xv, 545 pages) : illustrations Digital: text file.PDF.
- Summary
-
- Association Analysis.- A Process for Exploring Employees' Relationships via Social Network and Sentiment Analysis.- Mining Relationship between User Purposes and Product Features towards Purpose-Oriented Recommendation.- Finding Top-k Fuzzy Frequent Itemsets from Databases.- Association Rule Mining in Healthcare Analytics.- Does Student's Diligence to Study Relate to His/Her Academic Performance.- Correlation anaylsis of diesel engine performance testing data based on mixed-copula method.- Clustering.- Comparative Study of Apache Spark MLlib Clustering Algorithms.- l-DP algorithm: a hybrid density peaks clustering.- Prediction.- Incremental Adaptive Time Series Prediction for Power Demand Forecasting.- Food Sales Prediction with Meteorological Data { A Case Study of a Japanese Chain Supermarket.- Cascade Spatial Autoregression for Air Pollution Prediction.- Machine Learning Techniques for Prediction of Pre-fetched Objects in Handling Big Data Storage.- Classification.- Spectral-Spatial Mineral Classification Of Lunar Surface Using Band Parameters With Active Learning.- R2CEDM: A Rete-based RFID Complex Event Detection Method.- Learning Analytics for SNS-Integrated Virtual Learning Environment.- LBP vs. LBP Variance for Texture Classification.- A Decision Tree Of Ignition Point For Simple Inflammable Chemical Compounds.- Analyzing Consumption Behaviors of Pet Owners in a Veterinary Hospital.- Schedule and Sequence Analysis.- Modeling Inter-Country Connection from Geotagged News Reports: A Time-Series Analysis.- Mining Sequential Patterns of Students' Access on Learning Management System.- Design of a dynamic electricity trade scheduler based on genetic algorithms.- Increasing Coverage of Information Spreading in Social Networks with Supporting Seeding.- Big Data.- B-Learning and Big Data: Use in Training an Engineering Course.- Mapping Knowledge Domain Research in Big Data: From 2006 to 2016.- Template based Industrial Big Data Information Extraction and Query System.- Finding the Typical Communication Black Hole in Big Data Environment.- A Solution for Mining Big Data Based on Distributed Data Streams and Its Classifying Algorithms.- Data Analysis.- Design of a Quality-Aware Data Capture System.- Data Architecture for the Internet of Things and Industry 4.0.- Machine Learning in Data Lake for Combining Data Silos.- Development of 3D Earth Visualization for Taiwan Ocean Environment Demonstration.- Exploring Potential Use of Mobile Phone Data Resource to Analyze Inter-Regional Travel Patterns in Japan.- REBUILD:Graph Embedding Based Method for User Social Role Identity on Mobile Communication Network.- Study A Join Query Strategy over Data Stream Based on Sliding Windows.- Data Mining.- L2 Learners' Proficiency Evaluation Using Statistics Based on Relationship among CEFR Rating Scales.- Research Hotspots and Trends in Data Mining: From 1993 to 2016.- Proposal for a New Reduct Method for Decision Tables and an Improved STRIM.- Post-marketing Drug Safety Evaluation using Data Mining Based on FAERS.- Crowd density estimation from few RF tracking devices: I. Modelling Framework.- Text Mining.- Mining Textual Reviews with Hierarchical Latent Tree Analysis.- Extraction of Temporal Events from Clinical Text using Semi-Supervised Conditional Random Fields.- Characteristics of language usage in inquires asked to an online help desk.- Deep Learning.- A Novel Diagnosis Method for SZ by Deep Neural Networks.- A Novel Data-driven Fault Diagnosis Method Based on Deep Learning.- High Performance Computing.- Simulated Precipitation and Reservoir Inflow in the Chao Phraya River Basin by Multi-Model Ensemble CMIP3 & CMIP5.- An IDL-Based Parallel Model for Scientific Computations on Multi-Core Computers.- Accelerating Redis with RDMA over InfiniBand.- Knowledge Base and its Framework.- Application of Decision Trees in the Development of a Knowledge Base for a System of Support for Revitalization Processes.- ABC Metaheuristic Based Optimized Adaptation Planning Logic for Decision Making Intelligent Agents in Self Adaptive Software System.- A Knowledge-based Framework for Mitigating Hydro-Meteorological Disasters.- Fuzzy Control.- Improved Stability and Stabilization Criteria for T-S Fuzzy Systems with Distributed Time-Delay.- Adaptive Neuro-Fuzzy Inference System: Overview, Strengths, Limitations, and Solutions.- Acquisition of Knowledge in the Form of Fuzzy Rules for Cases Classification.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- Database and Expert Systems Applications Conference (28th : 2017 : Lyon, France)
- Cham, Switzerland : Springer, [2017]
- Description
- Book — 1 online resource (xxiv, 461 pages) : illustrations Digital: text file.PDF.
- Summary
-
- Semantic Web and Semantics.- Graph Matching.- Data Modeling, Data Abstraction, and Uncertainty.- Preferences and Query Optimization.- Data Integration and RDF Matching.- Security and Privacy.- Web Search.- Data Clustering.- Top-K and Skyline Queries.- Data Mining and Big Data.- Service Computing.- Continuous and Temporal Data, and Continuous Query Language.- Text Processing and Semantic Search.- Indexing and Concurrency Control Methods.- Data Warehouse and Data Stream Warehouse.- Data Mining and Machine Learning.- Recommender Systems and Query Recommendation.- Graph Algorithms.- Semantic Clustering and Data Classification.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- DASFAA (Conference : Database systems) (22nd : 2017 : Suzhou, China)
- Cham, Switzerland : Springer, 2017.
- Description
- Book — 1 online resource (xxiii, 688 pages) : illustrations Digital: text file.PDF.
- Summary
-
- Semantic web and knowledge management.- Indexing and distributed systems.- Network embedding.-Trajectory and time series data processing.- Data mining.- Query processing and optimization.-Text mining.-recommendation.- Security, privacy, senor and cloud.- Social network analytics.- Map matching and spatial keywords.- Query processing and optimization.- Search and information retrieval.- String and sequence processing.- Stream data processing.- Graph and network data processing.- Spatial databases.- Real time data processing.- Big data.- Social networks and graphs.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
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