- International Workshop on Reproducible Research in Pattern Recognition (1st : 2016 : Cancún, Mexico)
- Cham : Springer, 2017.
- Description
- Book — 1 online resource (x, 179 pages) : illustrations Digital: text file.PDF.
- Summary
-
- Pattern recognition algorithms.- Reproducible research frameworks.- Reproducible research results.- Previous works on reproducible research.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- International Symposium on Robotics Research (15th : 2011 : Flagstaff, Ariz.)
- Switzerland : Springer, [2016]
- Description
- Book — 1 online resource (xiv, 650 pages) : illustrations (some color)
- Summary
-
- Aerial Vehicles progress On Pico Air Vehicles.- Perception and Mapping.- Planning.- Systems and Integration.- Control.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- TAROS (Conference) (18th : 2017 : Guildford, England)
- Cham, Switzerland : Springer, 2017.
- Description
- Book — 1 online resource (xiii, 705 pages) : illustrations Digital: text file; PDF.
- Summary
-
- Swarm and multi-robotic systems.- Human-robot interaction.- Robotic learning and imitation.- Robot navigation, planning and safety.- Humanoid and bio-inspired robots.- Mobile robots and vehicles.- Robot testing and design.- Detection and recognition.- Learning and adaptive behaviours.- Interaction.- Soft and reconfigurable robots.- Service and industrial robots.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- AMDO (Conference) (10th : 2018 : Palma de Mallorca, Spain)
- Cham : Springer, 2018.
- Description
- Book — 1 online resource (x, 131 pages) Digital: text file; PDF.
- Summary
-
- Intro
- Preface
- Organization
- Contents
- Mammographic Mass Segmentation Using Fuzzy C-means and Decision Trees
- 1 Introduction
- 2 Segmentation of Masses in Mammograms Using Fuzzy C-means and Decision Trees
- 2.1 Fuzzy C-means Based on Gray Levels Histogram
- 2.2 Reduction of False Positive ROIs
- 2.3 Feature Extraction
- 2.4 Binary Decision Tree
- 3 Experimentation
- 3.1 Results and Discussion
- 4 Conclusions
- References
- Refining the Pose: Training and Use of Deep Recurrent Autoencoders for Improving Human Pose Estimation
- 1 Introduction
- 2 Deep Architecture for 3D Human Pose Refinement
- 2.1 Denoising Recurrent Autoencoder
- 2.2 Convolutional Network for Pose Prediction
- 2.3 Pose Refinement Training
- 2.4 Cost Function
- 3 Experiments
- 3.1 Evaluation on HumanEva-I
- 3.2 Evaluation on Human 3.6 Million
- 3.3 Ablation Experiments
- 3.4 Conclusions
- References
- How Can Deep Neural Networks Be Generated Efficiently for Devices with Limited Resources?
- 1 Introduction
- 2 Background
- 3 Parameter Pruning
- 4 Quantization
- 5 Low-Rank Factorization
- 6 Compact Network Design
- 7 Neural Model Deployment
- 7.1 Compact Network Design
- 7.2 Training and Pruning
- 7.3 Quantize Model
- 7.4 Inference Optimization
- 8 Conclusion
- References
- Controlling a Smartphone with Brain-Computer Interfaces: A Preliminary Study
- 1 Introduction
- 2 Subjects and Methods
- 2.1 Acquisition
- 2.2 Processing
- 2.3 Application
- 2.4 Evaluation Procedure
- 3 Results
- 4 Discussion
- 5 Conclusion
- References
- Capturing Industrial Machinery into Virtual Reality
- 1 Introduction
- 2 Related Work
- 3 System Design
- 3.1 Initialisation
- 3.2 Capturing Images
- 3.3 Calibration
- 3.4 Visualisation
- 4 Results
- 5 Conclusion
- References
- Leishmaniasis Parasite Segmentation and Classification Using Deep Learning
- 1 Introduction
- 2 Data
- 3 Method
- 4 Results
- 5 Conclusions
- References
- Robust Pedestrian Detection for Semi-automatic Construction of a Crowded Person Re-Identification Dataset
- 1 Introduction
- 2 The JNU Dataset
- 3 Automatic Pedestrian Detection
- 4 Automatic Data Association
- 5 Evaluation
- 6 Conclusion
- References
- Shape and Appearance Based Sequenced Convnets to Detect Real-Time Face Attributes on Mobile Devices
- 1 Introduction
- 2 Related Work
- 3 Datasets and Data Preparation
- 3.1 FER-2013 and FER+ Datasets
- 3.2 Data Preprocessing
- 4 Proposed CNN Architecture
- 4.1 Sequenced CNN Models
- 4.2 Face Heatmap Image Construction
- 4.3 CNN Models
- 4.4 Learning with a Shape Heatmap Image
- 5 Results and Applications
- 5.1 Effects of Data Preparation and Alignment
- 5.2 Combining Face Shape and Appearance with VGG
- 5.3 Combining Face Shape and Appearance with Mobilenet
- 5.4 Implementation
- 6 Conclusions
- References
- Image Colorization Using Generative Adversarial Networks
- 1 Introduction
(source: Nielsen Book Data)
- ANNPR (Workshop) (8th : 2018 : Siena, Italy)
- Cham : Springer, 2018.
- Description
- Book — 1 online resource (xi, 408 pages) : illustrations. Digital: text file; PDF.
- Summary
-
- Intro
- Preface
- Organization
- Contents
- Invited Papers
- What's Wrong with Computer Vision?
- 1 Introduction
- 2 Top Ten Questions a Theory on Vision Should Address
- 3 Hierarchical Description of Visual Tasks
- 3.1 Pixel-Wise and Abstract Visual Interpretations
- 3.2 The Interwound Story of Vision and Language
- 3.3 When Vision Collapses to Classification
- 4 Conclusions
- References
- Deep Learning in the Wild
- 1 Introduction
- 2 Face Matching
- 3 Print Media Monitoring
- 4 Visual Quality Control
- 5 Music Scanning
- 6 Game Playing
- 7 Automated Machine Learning
- 8 Conclusions
- References
- Learning Algorithms and Architectures
- Effect of Equality Constraints to Unconstrained Large Margin Distribution Machines
- 1 Introduction
- 2 Least Squares Support Vector Machines
- 3 Large Margin Distribution Machines and Their Variants
- 3.1 Large Margin Distribution Machines
- 3.2 Least Squares Large Margin Distribution Machines
- 3.3 Unconstrained Large Margin Distribution Machines
- 4 Performance Evaluation
- 4.1 Conditions for Experiment
- 4.2 Results for Two-Class Problems
- 5 Conclusions
- References
- DLL: A Fast Deep Neural Network Library
- 1 Introduction
- 2 DLL: Deep Learning Library
- 2.1 Performance
- 2.2 Example
- 3 Experimental Evaluation
- 4 MNIST
- 4.1 Fully-Connected Neural Network
- 4.2 Convolutional Neural Network
- 5 CIFAR-10
- 6 ImageNet
- 7 Conclusion and Future Work
- References
- Selecting Features from Foreign Classes
- 1 Introduction
- 2 Methods
- 2.1 Learning from Context Classes
- 2.2 Foreign Class Combinations
- 3 Experiments
- 3.1 Datasets
- 4 Results
- 5 Discussion and Conclusion
- References
- A Refinement Algorithm for Deep Learning via Error-Driven Propagation of Target Outputs
- 1 Introduction
- 2 Error-Driven Target Propagation: Formalization of the Algorithms
- 2.1 The Inversion Net
- 2.2 Refinement of Deep Learning via Target Propagation
- 3 Experiments
- 4 Conclusions
- References
- Combining Deep Learning and Symbolic Processing for Extracting Knowledge from Raw Text
- 1 Introduction
- 2 Model
- 2.1 Semantic Features
- 2.2 Logic Constraints
- 2.3 Segmentation
- 3 Experiments
- 4 Conclusions
- References
- SeNA-CNN: Overcoming Catastrophic Forgetting in Convolutional Neural Networks by Selective Network Augmentation
- 1 Introduction
- 2 Related Work
- 3 Proposed Method
- 4 Experiments
- 4.1 Network Architecture
- 4.2 Training Methodology
- 4.3 Isolated Learning
- 4.4 Adding New Tasks to the Models
- 4.5 Three Tasks Scenario
- 5 Conclusion
- References
- Classification Uncertainty of Deep Neural Networks Based on Gradient Information
- 1 Introduction
- 2 Entropy, Softmax Baseline and Gradient Metrics
- 3 Meta Classification
- A Benchmark Between Maximum Softmax Probability and Gradient Metrics
- 4 Recognition of Unlearned Concepts
- 5 Meta Classification with Known Unknowns
- 6 Conclusion and Outlook
- References
(source: Nielsen Book Data)
26. Cyber security for cyber physical systems [2018]
- Cham, Switzerland : Springer, 2018.
- Description
- Book — 1 online resource (xxi, 174 pages) Digital: text file.PDF.
- Summary
-
- Cyber Physical Systems Security.-Risk Management for CPS Security.-Wireless Sensor Network Security for Cyber Physical Systems.-WSN Security mechanisms for CPS.- ICS/SCADA System Security for CPS.-Embedded Systems Security for Cyber Physical Systems.-Distributed Control Systems Security for CPS.-Standards for CPS.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- Cham, Switzerland : Springer, [2018]
- Description
- Book — 1 online resource (XIII, 684 pages) : 394 illustrations, 377 illustrations in color Digital: text file; PDF.
- Summary
-
- The DARPA Robotics Challenge Finals: Results and Perspectives.- Robot System of DRC-HUBO+ and Control Strategy of Team KAIST in DARPA Robotics Challenge Finals.- Team IHMC's Lessons Learned from the DARPA Robotics Challenge: Finding Data in the Rubble.- Developing a Robust Disaster Response Robot: CHIMP and the Robotics Challenge.- DRC Team NimbRo Rescue: Perception and Control for Centaur-like Mobile Manipulation Robot Momaro.- Team RoboSimian: Semi-autonomous Mobile Manipulation at the 2015 DARPA Robotics Challenge Finals.- Director: A User Interface Designed for Robot Operation with Shared Autonomy.- Achieving Reliable Humanoid Robot Operations in the DARPA Robotics Challenge: Team WPI-CMU's Approach.- Team DRC-Hubo@UNLV in 2015 DARPA Robotics Challenge Finals.- Team SNU's Control Strategies to Enhancing Robot's Capability: Lessons from the DARPA Robotics Challenge Finals 2015.- Team THOR's Entry in the DARPA Robotics Challenge Finals 2015.- Collaborative Autonomy Between High-level Behaviors and Human Operators for Control of Complex Tasks with Different Humanoid Robots.- WALK-MAN Humanoid Platform.- An Architecture for Human-Guided Autonomy: Team TROOPER at the DARPA Robotics Challenge Finals.- Team VALOR's ESCHER: A Novel Electromechanical Biped for the DARPA Robotics Challenge.- Perspectives on Human-Robot Team Performance from an Evaluation of the DARPA Robotics Challenge.- What Happened at the DARPA Robotics Challenge Finals.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- EMMCVPR (Conference) (11th : 2017 : Venice, Italy)
- Cham, Switzerland : Springer, 2018.
- Description
- Book — 1 online resource (xii, 582 pages) Digital: text file.PDF.
- Summary
-
- Clustering and Quantum Methods.- Motion and Tracking.- Image Processing and Segmentation.- Color, Shading and Reflectance of Light.- Propagation and Time-evolution.- Inference, Labeling, and Relaxation.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- International Conference on Simulation of Adaptive Behavior (15th : 2018 : Frankfurt/Main, Germany)
- Cham : Springer, 2018.
- Description
- Book — 1 online resource (XIII, 265 pages) Digital: text file.PDF.
- Summary
-
This book constitutes the refereed proceedings of the 15th International Conference on Simulation of Adaptive Behavior, SAB 2018, held in Frankfurt/Main, Germany, in August 2018.The 21 papers presented were carefully reviewed and selected from 39 submissions. They cover the main areas in animat research, including the animat approach and methodology, perception and motor control, action selection and navigation, learning and adaptation, and collective and social behavior.
(source: Nielsen Book Data)
- ICIRA (Conference) (11th : 2018 : Newcastle, N.S.W.)
- Cham, Switzerland : Springer, [2018]
- Description
- Book — 1 online resource Digital: text file; PDF.
- Summary
-
- Multi-agent Systems and Distributed Control.- Human-Machine Interaction.- Rehabilitation Robotics.- Industrial Robot and Robot Manufacturing.- Sensors and Actuators.- Robot Grasping and Control.- Mobile Robotics and Path Planning.- Robotic Vision, Recognition and Reconstruction.- Robot Intelligence and Learning.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- IDCS (Conference) (11th : 2018 : Tokyo, Japan)
- Cham, Switzerland : Springer, 2018.
- Description
- Book — 1 online resource (xi, 304 pages) : illustrations Digital: text file; PDF.
- Summary
-
This book constitutes the proceedings of the 11th International Conference on Internet and Distributed Computing Systems, IDCS 2018, held in Tokyo, Japan, in October 2018. The 21 full papers presented together with 5 poster and 2 short papers in this volume were carefully reviewed and selected from 40 submissions. This conference desired to look for inspiration in diverse areas (e.g., infrastructure and system design, software development, big data, control theory, artificial intelligence, IoT, self-adaptation, emerging models, paradigms, applications and technologies related to Internet-based distributed systems) to develop new ways to design and mange such complex and adaptive computation resources. .
(source: Nielsen Book Data)
- INSCI (Conference) (5th : 2018 : Saint Petersburg, Russia)
- Cham, Switzerland : Springer, 2018.
- Description
- Book — 1 online resource (xiii, 313 pages) : illustrations. Digital: text file; PDF.
- Summary
-
- Risks on the Internet: Detecting Harmful Content and Discussing Regulation.- Methodologies for Studies of Online Audiences.- Online Media and Public Issues.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- INSCI (Conference) (4th : 2017 : Thessalonikē, Greece)
- Cham, Switzerland : Springer, 2018.
- Description
- Book — 1 online resource (viii, 249 pages) : illustrations Digital: text file.PDF.
- Summary
-
- Awareness Platform.- Aalto Observatory on Digital Valuation Systems.- A Novel Lexicon-Based Approach in Determining Sentiment in Financial Data Using Learning Automata.- A Hybrid Recommendation System Based on Density-Based Clustering.- Computing Platform for Virtual Economic Activities Index.- Data Based Stock Portfolio Construction Using Computational Intelligence.- YourDataStories: Transparency and Corruption Fighting Through Data Interlinking and Visual Exploration.- The Maker Movement and the Disruption of the Producer-Consumer Relation.- Open Data: Creating Communities and Practices for a New Common.- The Case for Collaborative Policy Experimentation Using Advanced Geospatial Data Analytics and Visualisation.- An Engagement-Related Behaviour Change Approach for SavingFood in Greece.- Developing a Social Innovation Methodology in the Web 2.0 Era.- Code Hunting Games: a Mixed Reality Multiplayer Treasure Hunt Through a Conversational Interface.- Politician - an Imitation Game.- Towards Open Domain Chatbots - a GRU Architecture for Data Driven Conversations.- Creating Dialogues Using Argumentation and Social Practices.- An Overview of Open-Source Chatbots Social Skills.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- LVA/ICA (Conference) (14th : 2018 : Guildford, England), author.
- Cham, Switzerland : Springer, [2018]
- Description
- Book — 1 online resource Digital: text file; PDF.
- Summary
-
- Structured Tensor Decompositions and Applications.- Matrix and Tensor Factorizations.- ICA Methods.- Nonlinear Mixtures.- Audio Data and Methods.- Signal Separation Evaluation Campaign.- Deep Learning and Data-driven Methods.- Advances in Phase Retrieval and Applications.- Sparsity-Related Methods.- Biomedical Data and Methods.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- GI/ITG Conference on Measuring, Modelling, and Evaluating Computing, and Communication Systems (19th : 2018 : Erlangen, Germany)
- Cham, Switzerland : Springer, 2018.
- Description
- Book — 1 online resource (xix, 344 pages) : illustrations Digital: text file.PDF.
- Summary
-
- Full Papers.- Time-Based Maintenance Models under Uncertainty.- Markov Automata on Discount.- Markov Analysis for Optimum Caching as an Alternative to Belady's Algorithm.- Intrusion Detection for Sequence-based Attacks with Reduced Traffic Models.- Hidden Storage in Data Centers: Gaining Flexibility Through Cooling Systems.- Performance Benchmarking of Network Function Chain Placement Algorithms.- Towards Optimal Placement of Monitoring Units in Time-varying Networks under Centralized Control.- Estimating the Flow Rule Installation Time of SDN Switches when Facing Control Plane Delay.- Dynamic Control of Running Servers.- On the Value of Service Demand Estimation for Auto-Scaling.- Evaluating a Single-Server Queue with Asynchronous Speed Scaling.- Active Queue Management Based on Congestion Policing (CP-AQM).- Deficit Round Robin with Limited Deficit Savings (DRR-LDS) for Fairness among TCP Users.- Modeling the Performance of ARQ Error Control in an LTE Transmission System.- Catching Corner Cases in Network Calculus { Flow Segregation Can Improve Accuracy.- QoE Analysis of the Setup of Different Internet Services for FIFO Server Systems.- Industrial, Practical Experience and PhD Track Papers.- VirtuWind - An SDN- and NFV-based Architecture for Softwarized Industrial Networks.- A Modular Environment to Test SCADA Solutions for Wind Parks.- Evaluation of Single-Hop Beaconing with Congestion Control in IEEE WAVE and ETSI ITS-G5.- Practical QoE Evaluation of Adaptive Video Streaming.- Tool Papers.- A Domain-Specific Language and Toolchain for Performance Evaluation based on Measurements.- SLA Tool.- A Tool for Generating Automata of IEC60870-5-104 Implementations.- A Software Tool for the Compact Solution of the Chemical Master Equation.- Logical PetriNet - A Tool to Model Digital Circuit Petri Nets and Transform them into Digital Circuits.- ClassCast: A Tool for Class-Based Forecasting.- Collider - Parallel Experiments in Silico.- FunSpec4DTMC { A Tool for Modelling Discrete-Time Markov Chains Using Functional Specifications.- Model-based System Design and Evaluation of Image Processing Architectures with SimTAny Framework.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
36. Measuring and analysing the use of ontologies : a semantic framework for measuring ontology usage [2018]
- Ashraf, Jamshaid, author.
- Cham, Switzerland : Springer, [2018]
- Description
- Book — 1 online resource (XXIX, 288 pages) : 107 illustrations, 88 illustrations in color Digital: text file; PDF.
- Summary
-
- Motivation.- Closing the Loop: Placing Ontology Usage Analysis in the Ontology Development and Deployment Lifecycle.- Ontology Usage Analysis Framework (OUSAF).- Identification Phase : Ontology Usage Network Analysis Framework (OUN-AF).- Investigation Phase: Empirical Analysis of Domain Ontology Usage (EMP-AF).
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- International Conference on Cooperative Information Systems (26th : 2018 : Valletta, Malta)
- Cham : Springer, 2018.
- Description
- Book — 1 online resource (xxx, 605 pages) : illustrations Digital: text file.PDF.
- Summary
-
- Information Systems Applications (incl.
- Internet).- Information Storage and Retrieval.- Software Engineering Artificial Intelligence (incl. Robotics).- Systems and Data Security.- Computer Appl. in Administrative Data
- Processing Ontologies.- Databases.- Semantics.- Cooperative Information Systems.-Cloud Computing.- Trust, Security, Privacy And Risk
- Management.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- Mexican Conference on Pattern Recognition (10th : 2018 : Puebla, Mexico)
- Cham, Switzerland : Springer, 2018.
- Description
- Book — 1 online resource (xi, 288 pages) : illustrations Digital: text file.PDF.
- Summary
-
- Pattern Recognition Principles.- Patterns of Go gaming by Ising model.- A Novel Criterion to Obtain the Best Feature Subset from Filter Ranking Methods.- Class-specific Reducts vs. Classic Reducts in a Rule-based Classifier: A Case Study.- On the Construction of a Specific Algebra for Composing Tonal Counterpoint.- The Impact of Basic Matrix Dimension on the Performance of Algorithms for Computing Typical Testors.- Fast Convex Hull by a Geometric Approach.- An Experimental Study on Ant Colony Optimization Hyper-heuristics for Solving the Knapsack Problem.- A Linear Time Algorithm for Computing #2SAT for Outerplanar 2-CNF Formulas.- Improving the List of Clustered Permutation on Metric Spaces for Similarity Searching on Secondary Memory.- Modelling 3-Coloring of Polygonal Trees via Incremental Satisfiability.- Deep Learning, Neural Networks and Associative Memories.- Performance Analysis of Deep Neural Networks for Classification of Gene-Expression Microarrays.- Extreme Points of Convex Polytopes Derived from Lattice Autoassociative Memories.- A Comparison of Deep Neural Network Algorithms for Recognition of EEG Motor Imagery Signals.- Learning Word and Sentence Embeddings using a Generative Convolutional Network.- Dense Captioning of Natural Scenes in Spanish.- Automated Detection of Hummingbirds in Images: a Deep Learning Approach.- Data Mining.- Patterns in Poor Learning Engagement in Students While They are Solving Mathematics Exercises in an Affective Tutoring System Related to Frustration.- Pattern Discovery in Mixed Data Bases.- Image Clustering based on Frequent Approximate Subgraph Mining.- Validation of Semantic Relation of Synonymy in Domain Ontologies using Lexico-Syntactic Patterns and Acronyms.- Computer Vision.- Scene Text Segmentation Based on Local Image Phase Information and MSER Method.- A Lightweight Library for Augmented Reality Applications.- Point Set Matching with Order Type.- Including Foreground and Background Information in Maya Hieroglyph Representation.- A Fast Algorithm for Robot Localization using Multiple Sensing Units.- Improving Breast Mass Classification through Kernel Methods and the Fusion of Clinical Data and Image Descriptors.- An Improved Stroke Width Transform to Detect Race Bib Numbers.- Scaled CCR Histogram for Scale-invariant Texture Classification.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- PRCV (Conference) (1st : 2018 : Guangzhou, China)
- Cham : Springer, 2018.
- Description
- Book — 1 online resource (xvii, 589 pages) : illustrations (some color) Digital: text file.PDF.
- Summary
-
- Biometrics.- Computer Vision Application.- Deep Learning.- Document Analysis.- Face Recognition and Analysis.- Feature Extraction and Selection.- Machine Learning.- Object Detection and Tracking.- Performance Evaluation and Database.- Remote Sensing.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- PRCV (Conference) (1st : 2018 : Guangzhou, China)
- Cham, Switzerland : Springer, 2018.
- Description
- Book — 1 online resource (xvi, 518 pages) : illustrations (some color) Digital: text file.PDF.
- Summary
-
- Biometrics.- Computer Vision Application.- Deep Learning.- Document Analysis.- Face Recognition and Analysis.- Feature Extraction and Selection.- Machine Learning.- Object Detection and Tracking.- Performance Evaluation and Database.- Remote Sensing.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
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