1 - 14
- Cham, Switzerland : Springer, 2023
- Description
- Book — 1 online resource (300 pages) : illustrations (black and white, and color)
- Summary
-
- Chap I Introduction to Cloud/Edge Computing
- Chap II Big Data Analytics and Security over the Cloud: Characteristics, Analytics, Integration and Security
- Chap III Federated Learning enabled Edge computing
- security for Internet of Medical Things: Concepts, Challenges and Open issues
- Chap IV Embedded Edge and Cloud Intelligence
- Chap V The Analysis on Impact of Cyber Security Threats on Smart Grids
- Chap VI Intelligent Intrusion Detection algorithm based on multi-attack for Edge-Assisted Internet of Things
- Chap VII Secure Data Analysis and Data Privacy
- Chap VIII A Novel Trust evaluation and Reputation data Management based Security System Model for Mobile Edge Computing Network
- Chap IX Network Security System in Mobile Edge Computing-to-IoMT Networks using Distributed Approach
- Chap X Wireless and Mobile Security in Edge Computing
- Chap XI An intelligent facial expression recognizer using modified 1 ResNet-110 using Edge Computing
- Chap XII Blockchain Based Simulated Virtual Machine Placement Hybrid Approach for Decentralized cloud and edge computing environment and Edge Computing
- Cham, Switzerland : Springer, [2021]
- Description
- Book — 1 online resource (x, 383 pages) : illustrations (some color)
- Summary
-
- 1. Smart City Ecosystem -
- An Introduction.- 2. Datafication for
- secured smart cities.- 3. Secured big data
- infrastructure services.- 4. Intelligent infrastructure of secured smart cities.- 5. Cyber-physical systems for secured smart cities.- 6. Blockchain for smart cities.- 7. Context-aware security and privacy of smart cities.- 7. Privacy and social Issues in smart cities.- 8. Sensor and RFID applications of smart cities.- 9. Advanced data mining for secured smart cities.- 10. Big data for secured smart cities.- 11. Data analytics tools and technologies for smart cities.- 12. Machine learning and AI for secured smart cities.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (34th : 2021 : Online)
- Cham : Springer, [2021]
- Description
- Book — 1 online resource : illustrations (some color) Digital: text file.PDF.
- Summary
-
- Knowledge Discovery and Pattern Mining.- Fast Mining of Top-k Frequent Balanced Association Rules.- Towards Increasing Open Data Adoption through Stream Data Integration and Imputation.- Towards Efficient Discovery of Periodic-Frequent Patterns in Columnar Temporal Databases.- Data-Driven Simulation of Ride-Hailing Services using Imitation and Reinforcement Learning.- Discovering Spatial High Utility Itemsets in High-Dimensional Spatiotemporal Databases.- A Single-Stage Tree-Structure-Based Approach to Determine Fuzzy Average-Utility Itemsets.- Mining Episode Rules From Event Sequences Under Non-Overlapping Frequency.- Distributed mining of high utility time interval sequential patterns with multiple minimum utility thresholds.- Artificial Intelligence and Machine Learning.- Emergency Analysis: Multitask Learning with Deep Convolutional Neural Networks for Fire Emergency Scene Parsing.- Comparison of Consolidation Methods for Predictive Learning of Time Series.- Evolutionary Optimization of Convolutional Neural Network Architecture Design for Thoracic X-Ray Image Classification.- Understanding the Effects of Mitigation on De-identified Data.- Combining Siamese Network and Correlation Filter for Complementary Object Tracking.- Closed-Form Expressions for Global and Local Interpretation of Tsetlin Machines.- Explainable Reinforcement Learning with the Tsetlin Machine.- Sematic, Topology, and Ontology Models.- Semantic Technologies towards Missing Values Imputation.- An Improved Integer Programming Formulation for Inferring Chemical Compounds with Prescribed Topological Structures.- Automatic Classification for Ontology Generation by Pretrained Language Model.- Deep Learning Architecture for Topological Optimized Mechanical Design Generation with Complex Shape Criterion.- Computational Ontology and BIM Technology in Data-Driven Indoor Route Planning.- Collaborative Maintenance of EDOAL Alignments in VocBench.- DIK
- G2: a Semantic Data Integration Approach for Knowledge Graphs Generation from Web Forms.- Ontology-based Resume Searching System for Job Applicants in Information Technology.- An Approach to Expressing Metamodels' Semantics in a Concept System.- Medical and Health-Related Applications.- Birth-death MCMC Approach for Multivariate Beta Mixture Models in Medical Applications.- Intelligent Asthma Self-Management System for Personalised Weather-based Healthcare using Machine Learning.- Deep Forecasting of COVID
- -19: Canadian Case Study.- COVID-19 Genome Analysis using Alignment-Free Methods.- Deep Efficient Neural Networks for Explainable COVID-19 detection on CXR Images.- Predicting Psychological Distress from Ecological Factors: A Machine Learning Approach.- Graphic and Social Network Analysis.- Configuration model of employee competences in a social media team.- The Extended Graph Generalization as a Representation of the Metamodels' Extensional Layer.- WawPart: Workload-Aware Partitioning of Knowledge Graphs.- Analysis of Sentimental Behaviour over Social Data Using Machine Learning Algorithms.- Signal and Bioinformatic Processing.- A Large-scale Dataset for Hate Speech Detection on Vietnamese Social Media Texts.- Determining 2-Optimality Consensus for DNA structure.- Evolutionary Computation.- Utilizing Center-Based Sampling Theory to Enhance Particle Swarm Classification of Textual Data.- Conditional Preference Networks: Refining Solution Orderings beyond Pareto Dominance.- Enhancing Multi-Objective Evolutionary Neural Architecture Search with Surrogate Models and Potential Point-Guided Local Searches.- Insightful and Practical Multi-Objective Convolutional Neural Network Architecture Search with Evolutionary Algorithms.- Method for Automatic Furniture Placement Based on Simulated Annealing and Genetic Algorithm.- Attack and Security.- Recent Research on Phishing Detection through Machine Learning Algorithm.- A Transaction Classification Model of Federated Learning.- On the Assessment of Robustness of Telemedicine Applications against Adversarial Machine Learning Attacks.- A 1D-CNN Based Deep Learning for Detecting VSI-DDoS Attacks in IoT Applications.- Natural Language and Text Processing.- Hierarchical Transformer Encoders for Vietnamese Spelling Correction.- Fast and Memory-efficient TFIDF Calculation for Text Analysis of Large Datasets.- Collapsed Gibbs Sampling of Beta-Liouville Multinomial for Short Text Clustering.- Constructive and Toxic Speech Detection for Open-domain Social Media Comments in Vietnamese.- Fuzzy Inference and Theory.- The behaviour of the product t-norm in combination with several implications in Fuzzy PID controller.- Hub and Spoke Logistics Network Design for Urban Region with Clustering-Based Approach.- Sensor and Communication Networks.- Smartphone Sensor-Based Fall Detection using Machine Learning Algorithms.- IPR-SN: Intelligent Packet Routing in Satellite Networks Based on Distributed Deep Reinforcement Learning.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (34th : 2021 : Online)
- Cham : Springer, [2021]
- Description
- Book — 1 online resource : illustrations (some color) Digital: text file.PDF.
- Summary
-
- Prediction and Recommendation.- F2DeepRS: A Deep Recommendation Framework Applied to ICRC Platforms.- A Novel Rule-based Online Judge Recommender System to Promote Computer Programming Education.- Using Machine Learning to Predict Salaries of Major League Baseball Players.- Efficient Prediction of Discharge and Water Levels Using Ensemble Learning and Singular-Spectrum Analysis-based Denoising.- An Efficient Transformer-based Model for Vietnamese Punctuation Prediction.- Study of Hybridized Support Vector Regression Based Flood Susceptibility Mapping for Bangladesh.- A Fusion Approach for Paper Submission Recommendation System.- One-class Classification Approach using Feature-slide Prediction Subtask for Feature Data.- Data Management, Clustering and Classification.- A Novel Approach for Enhancing Vietnamese Sentiment Classification.- Consistency Assessment of Datasets in the Context of a Problem Domain.- Effects of Performance Clustering in User Modelling for Learning Style Knowledge Representation.- A Novel Perspective of Text Classification by Prolog-based Deductive Databases.- Improving Human Emotion Recognition from Emotive Videos using Geometric Data Augmentation.- Applying Method of Automatic Classification Tools to Make Effective Organizing of Photos Taken in Childcare Facilities.- Land Use/Land Cover Change Analysis Due to Tourism in the Chittagong Hill Tracts of Bangladesh.- Robotics.- Estimation Method for Operational Environment Complexity by a Robotic Team.- A Cloud-based Robot Framework for Indoor Object Identification using Unsupervised Segmentation Technique and Convolution Neural Network (CNN).- Knowledge Based and Decision Support Systems.- The Concept of Information Graphs as a Tool to Identify Vulnerabilities in the Information Map of an Organization.- A Learning-Automata Based Solution for Non-Equal Partitioning: Partitions with Common GCD Sizes.- Building a Knowledge Graph with Inference for a Production Machine Using the Web of Things Standard.- Open-World Knowledge Graph Completion Benchmarks for Knowledge Discovery.- A Case-based Reasoning Approach for a Decision Support System in Manufacturing.- Online Automatic Assessment System for Program Code: Architecture and Experiences.- A Multi-Criteria Group Decision Making Procedure Based on a Multi-Granular Linguistic Approach for Changeable Scenarios.- Multimedia Applications.- Edge Based Method for Kidney Segmentation in MRI Scans.- Using the HAAR Wavelet Transform and K-nearest Neighbour Algorithm to Improve ECG Detection and Classification of Arrhythmia.- Query by Humming for Song Identification using Voice Isolation.- IMAGE-2-AQI: Aware of the Surrounding Air Qualification by a Few Images.- Advances in Sports Video Summarization - A Review based on Cricket Videos.- Augmented Audio Data in Improving Speech Emotion Classification Tasks.- Innovative Applications of Intelligent Systems.- Intelligent System of Mooring Planning based on Deep Q-learning.- Experimental Study on Predictive Modeling in the Gamification Marketing Application.- Pivot Point Based Intelligent System to Associate Creative Textual Artefacts.- Mood Support: A Personalized Intelligent Support Assignment System using an Agent-based Dynamic Configuration Model.- Continuous Build Outcome Prediction: A Small-N Experiment in Settings of a Real Software Project.- Jaskier: A Supporting Software Tool for Continuous Build Outcome Prediction Practice.- CPS and Industrial Applications.- Automated Diagnosis of Cyber-Physical Systems.- Quick Start And Adaptive New Server Monitor.- Map-matching based on HMM for Urban Traffic.- The Choice of AI Matters: Alternative Machine Learning Approaches for CPS Anomalies.- On-demand Knowledge Graphs for Standards-based Power Grid Data Provisioning.- Defect, Anomaly and Intrusion Detection.- Intrusion Detection Algorithm Based On SDA-ELM.- Explaining Defect Detection with Saliency Maps.- d-BTAI: the Dynamic-Binary Tree Based Anomaly Identification Algorithm for Industrial Systems.- Identifying Anomaly Work in Intralogistics Using BLE and LPWA.- Financial and Supply Chain Applications.- Impact Analysis of Proactive and Reactive Inventory Disruption Management on Supply Chain Performance.- A ML-based Stock Trading Model for Profit Predication.- Machine Learning-Based Empirical Investigation For Credit Scoring In Vietnam's Banking.- Bayesian Networks.- Unsupervised Co-training of Bayesian Networks for Condition Prediction.- BigData and Time Series Processing.- Implementation of Neural Network Regression Model for Faster Redshift Analysis on Cloud-based Spark Platform.- Target Class Supervised Sample Length and Training Sample Reduction of Univariate Time Series.- Information Retrieval and Relation Extraction.- Improving Relation Extraction via Joint Coding using BiLSTM and DCNN.- A Possible Worlds Interpretation of Many-Sorted Theory for IR.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- International Conference on Frontiers of Intelligent Computing: Theory and Applications (10th : 2022 : Aijal, India)
- Singapore : Springer, [2023]
- Description
- Book — 1 online resource (627 pages).
- Summary
-
- SIFT Application Separates Motion Characteristics and Identifies Symbols on Tires
- Localization and classification of thoracic abnormalities from chest radiographs using deep ensemble model
- Comparative Study on Different Approaches for Understanding the Privacy Policies
- A framework for the development of Intrusion detection system using Deep Learning
- A Self Explainable Face Anti-Spoofing Solution based on Depth-Estimation
- A Nave Approach for Mutation Detection using Color Encodings and String Matching Techniques
- Particulate Matter Concentration Estimation from Images Based on Convolution Neural Network
- Brain Tumor Prediction from MRI Images using an ensemble model based on EcientNet-B2, B4, and ResNet34 architectures
- Automatic Abnormality Detection in Musculoskeletal Radiographs using Ensemble of Pre-trained Networks
- Ablation study of Indian Automatic Vehicle Number Plate Recognition model trained over Synthetic dataset
- An Approach of Hate Speech Identification on Twitter Corpus
- A Fuzzy C-Means Based Clustering Protocol to Improve QoS of Multi Sink WSNs
- A Descriptive Analysis of Reddit Comments using Data Analytics Approach
- Streamflow forecasting using novel ANFIS-GWO approach
- A Novel COVID-19 Based Optimization Algorithm (C-19BOA) for Multimodal Optimization Processes
- A Survey on Medical Image Analysis Using Deep Learning
- Improving English-Assamese Neural Machine Translation using Transliteration-based Approach
- Prediction of Air Quality using Machine Learning
- Inter domain text classification: A hybrid approach
- Sentimental Analysis of Twitter Users Text Using Machine Learning.
- Cham : Springer, [2022]
- Description
- Book — 1 online resource (266 pages) : illustrations (some color) Digital: text file.PDF.
- Summary
-
- Stress Identification from Speech using Clustering techniques.- Comparative Study and Detection of COVID-19 and Related Viral Pneumonia using a Fine-tuned Deep Transfer Learning.- Predicting Glaucoma Diagnosis using AI.- Diagnosis and Analysis of Tuberculosis Disease using Simple Neural Network and Deep Learning Approach for Chest X-ray Images.- Adaptive Machine Learning Algorithm and Analytics of Big Genomic Data for Gene Prediction.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- International Conference on Genetic and Evolutionary Computing (14th : 2021 : Jilin, China)
- Singapore : Springer, [2022]
- Description
- Book — 1 online resource : illustrations (chiefly color). Digital: text file; PDF.
- Summary
-
- Swarm Intelligence and Its Applications.- Operational Technologies and Networked Multimedia Applications.- Wearable Computing and Intelligent Data Hiding.- Image Processing and Intelligent Applications.- Intelligent Multimedia Tools and Applications.- Technologies for Next-Generation Network Environments.- Recent Progress in Computational Electromagnetic Dynamics.- Future Cyber Security, Privacy and Forensics for Advanced systems.- Data Mining Techniques and its Applications.- Optimization Models in Deep Learning/Machine Learning.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- International Conference on Genetic and Evolutionary Computing (13th : 2019 : Qingdao, China)
- Singapore : Springer, [2020]
- Description
- Book — 1 online resource Digital: text file.PDF.
- Summary
-
- Swarm Intelligence and Its Applications.- Operational Technologies and Networked Multimedia Applications.- Wearable Computing and Intelligent Data Hiding.- Image Processing and Intelligent Applications.- Intelligent Multimedia Tools and Applications.- Technologies for Next-Generation Network Environments.- Recent Progress in Computational Electromagnetic Dynamics.- Future Cyber Security, Privacy and Forensics for Advanced systems.- Data Mining Techniques and its Applications.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- International Conference on Genetic and Evolutionary Computing (7th : 2013 : Prague, Czech Republic)
- Cham : Springer, [2016]
- Description
- Book — 1 online resource Digital: text file.PDF.
- Summary
-
- Data Mining Techniques and its Applications.- QoS Control and Assessment in Networked Multimedia.- High Speed Computation and Applications in Information Systems.- Circuits and Signal Processing with Engineering Application.- Text Analysis Technologies and Development Strategies for e-Learning.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- International Conference on Genetic and Evolutionary Computing (9th : 2015 : Yangon, Myanmar)
- Cham : Springer, [2015]
- Description
- Book — 1 online resource
- Summary
-
- Nature Inspired Constrained Optimization.- Recent Advances on Evolutionary Optimization Technologies.- Wearable Computing and Intelligent Data Hiding.- Image Processing and Intelligent Applications.- Intelligent Multimedia Tools and Applications.- Technologies for Next-Generation Network Environments.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- Singapore : Springer, [2021]
- Description
- Book — 1 online resource : illustrations (some color) Digital: text file.PDF.
- Summary
-
- Chapter 1: Introduction to Data Mining.-
- Chapter 2: Discovering Frequent Patterns in Very Large Transactional Database.-
- Chapter 3: Discovering Periodic Frequent Patterns in Temporal Databases.-
- Chapter 4: Discovering Fuzzy Periodic Frequent Patterns in Quantitative Temporal Databases.-
- Chapter 5: Discovering Partial Periodic Patterns in Temporal Databases.-
- Chapter 6: Finding Periodic Patterns in Multiple Sequences.-
- Chapter 7: Discovering Self Reliant Patterns.-
- Chapter 8: Finding Periodic High Utility Patterns in Sequence.-
- Chapter 9: Mining Periodic High Utility Sequential Patterns with Negative Unit Profits.-
- Chapter 10: Hiding Periodic High Utility Sequential Patterns.-
- Chapter 11: NetHAPP.-
- Chapter 12: Privacy Preservation of Periodic Frequent Patterns using Sensitive Inverse Frequency.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- International Conference on Intelligent Computing and Communication (5th : 2021 : Bengaluru, India)
- Singapore : Springer, [2023]
- Description
- Book — 1 online resource (xxiv, 436 pages) : illustrations (chiefly color).
- Summary
-
- Cloud-Based E-Learning : Scaffolding Environment for Adaptive E-Learning Ecosystem based on Cloud Computing Infrastructure.- Web Crawling based Search Engine for Programming Languages.- Smart Helmet for Coal Mine Monitoring.- K-Weighted Cluster Head Selection in Wireless Sensor Networks.- Implementation and Performance Analysis of PEGASIS, MIEEPB Protocols in Wireless Sensor Networks.- A Queue Management System for Cloud Data Processing.- Levy Based Optimisation in Performance Enhanced Smart Antenna System for 5G Communication.- Sensor Integration and Information Sharing for Automated Electric Vehicles for Better Estimation of the Surroundings.- Cloud Computed Solar Tracking System.- A Session Key Establishment from Fingerprint Biometrics for Secure Communication.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- International Conference on Intelligent Computing and Communication (5th : 2021 : Bangalore, India).
- Singapore : Springer, [2022]
- Description
- Book — 1 online resource : illustrations (chiefly color).
- Summary
-
- Enhancement of Image Forgery and Improvement of Image Parameters Using DWT Algorithm.- Derivation of DUS-Defined Physiological and Color Features of Okra Fruit Using Machine Vision Technology.- Application-Oriented Content Quality Analysis of Data Using Python.- An Improved Similarity Measure Based on Collaborative Filtering for Sparsity Problem in Recommender Systems.- Detection and Classification of Bird Pest Using Spectrogram, Physical Imagery, and Convolutional Neural Network.- Scatter Index: An Alternative Measure of Dispersion Based on Relative Frequency of Occurrence of Observations.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- BDA (Conference) (9th : 2021 : Online)
- Cham, Switzerland : Springer, 2021.
- Description
- Book — 1 online resource (xiii, 355 pages) : illustrations (some color). Digital: text file; PDF.
- Summary
-
This book constitutes the proceedings of the 8th International Conference on Big Data Analytics, BDA 2021, which took place during December 2021. Due to COVID-19 pandemic the conference was held virtually. The 16 full and 3 short papers included in this volume were carefully reviewed and selected from 41 submissions. The contributions were organized in topical sections named as follows: medical and health applications; machine/deep learning; IoTs, sensors, and networks; fundamentation; pattern mining and data analytics.
(source: Nielsen Book Data)
Articles+
Journal articles, e-books, & other e-resources
Guides
Course- and topic-based guides to collections, tools, and services.