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1.

電子ブック

EB
edited by Annalisa Appice, Pedro Pereira Rodrigues, Vitor Santos Costa, Joao Gama, Alipio Jorge, Carlos Soares
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
シリーズ名: Lecture Notes in Computer Science ; 9285
オンライン: http://dx.doi.org/10.1007/978-3-319-23525-7
2.

電子ブック

EB
edited by Marco Gavanelli, Evelina Lamma, Fabrizio Riguzzi
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
シリーズ名: Lecture Notes in Computer Science ; 9336
オンライン: http://dx.doi.org/10.1007/978-3-319-24309-2
目次情報: 続きを見る
Swarm intelligence and genetic algorithms
Computer vision
Multi-agents systems
Knowledge representation and reasoning
Machine learning
Semantic web
Natural language
Scheduling, planning and robotics
Swarm intelligence and genetic algorithms
Computer vision
Multi-agents systems
3.

電子ブック

EB
edited by Elisa Fromont, Tijl De Bie, Matthijs van Leeuwen
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
シリーズ名: Lecture Notes in Computer Science ; 9385
オンライン: http://dx.doi.org/10.1007/978-3-319-24465-5
目次情報: 続きを見る
Data analytics and optimization for assessing a ride sharing system
Constraint-Based Querying for Bayesian Network Exploration
Efficient Model Selection for Regularized Classification by Exploiting Unlabeled Data
Segregation Discovery in a Social Network of Companies
A first+-order-logic based model for grounded language learning
A parallel distributed processing algorithm for image feature extraction
Modeling concept drift: A probabilistic graphical model based approach
Diversity-driven Widening of Hierarchical Agglomerative Clustering
Batch Steepest-Descent-Mildest-Ascent for Interactive Maximum Margin Clustering
Time Series Classification with Representation Ensembles
Simultaneous Clustering and Model Selection for Multinomial Distribution: A Comparative Study
On Binary Reduction of Large-scale Multiclass Classification Problems
Probabilistic Active Learning in Data Streams
Implicitly Constrained Semi-Supervised Least Squares Classification
Diagonal Co-clustering Algorithm for Document-Word Partitioning
I-Louvain: an attributed graph clustering method
Class-based outlier detection: staying zombies or awaiting for resurrection?
Using Metalearning for Prediction of Taxi Trip Duration Using Different Granularity Levels
Using entropy as a measure of acceptance for multi-label classification
Investigation of Node Deletion Techniques for Clustering Applications of Growing Self Organizing Maps
Exploratory topic modeling with distributional semantics
Assigning Geo-Relevance of Sentiments Mined from Location-Based Social Media Posts
Continuous and Discrete Deep Classifiers for Data Integration
A Bayesian Approach for Identifying Multivariate Differences Between Groups
Automatically Discovering Offensive Patterns in Soccer Match Data
Fast Algorithm Selection using Learning Curves
Optimally Weighted Cluster Kriging for Big Data Regression
Slower can be faster: The iRetis incremental model tree learner
VoQs: A Web Application for Visualization of Questionnaire Surveys
Data analytics and optimization for assessing a ride sharing system
Constraint-Based Querying for Bayesian Network Exploration
Efficient Model Selection for Regularized Classification by Exploiting Unlabeled Data
4.

電子ブック

EB
edited by Grzegorz Rozenberg, Arto Salomaa, Jose M. Sempere, Claudio Zandron
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
シリーズ名: Lecture Notes in Computer Science ; 9504
オンライン: http://dx.doi.org/10.1007/978-3-319-28475-0
目次情報: 続きを見る
Information Theory in Genome Analysis
Towards a Theory of Life
An Excursion through Quantitative Model Refinement
Polarizationless P Systems with One Active Membrane
Bridging Deterministic P Systems and Conditional Grammars
Automated Verification of Stochastic Spiking Neural P Systems
Dynamically Changing Environment for Generalized Communicating P Systems
Spiking Neural P Systems with Structural Plasticity: Attacking the Subset Sum Problem
P Systems with Generalized Multisets over Totally Ordered Abelian Groups
On the Power of Catalytic P Systems with One Catalyst
An Integrated Model Checking Toolset for Kernel P Systems
A New Strategy to Improve the Performance of PDP-systems Simulators
Automatic Translation of MP+V Systems to Register Machines
On the Communication Complexity of the Vertex Cover Problem and 3-Satisfiability Problem in ECP systems
Membrane Computing Meets Temperature: A Thermoreceptor Model as Molecular Slide Rule with Evolutionary Potential
A Solution of Horn-SAT with P Systems Using Antimatter
Tissue P systems can be Simulated Efficiently with Counting Oracles
Simulating FRSN P systems with real numbers in P-Lingua on sequential and CUDA platforms
Pictures and Chomsky Languages in Array P System
Sorting Using Spiking Neural P Systems with Anti-Spikes and Rules on Synapses
Regulating Rule Application with Membrane Boundaries in P Systems
Structured Grid Algorithms Modelled with Complex Objects
Chemistry-inspired Adaptive Stream Processing
Computing Partial Recursive Functions by Virus Machines
About models derived from colonies
Information Theory in Genome Analysis
Towards a Theory of Life
An Excursion through Quantitative Model Refinement
5.

電子ブック

EB
by Luis Enrique Sucar
出版情報: London : Springer London : Imprint: Springer, 2015
シリーズ名: Advances in Computer Vision and Pattern Recognition ;
オンライン: http://dx.doi.org/10.1007/978-1-4471-6699-3
目次情報: 続きを見る
Part I: Fundamentals
Introduction
Probability Theory
Graph Theory
Part II: Probabilistic Models
Bayesian Classifiers
Hidden Markov Models
Markov Random Fields
Bayesian Networks: Representation and Inference
Bayesian Networks: Learning
Dynamic and Temporal Bayesian Networks
Part III: Decision Models
Decision Graphs
Markov Decision Processes
Part IV: Relational and Causal Models
Relational Probabilistic Graphical Models
Graphical Causal Models
Part I: Fundamentals
Introduction
Probability Theory
6.

電子ブック

EB
by Marek R. Ogiela, Tomasz Hachaj
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
シリーズ名: Advances in Computer Vision and Pattern Recognition ;
オンライン: http://dx.doi.org/10.1007/978-3-319-07800-7
目次情報: 続きを見る
Image Processing, Pattern Recognition and Semantic Understanding Techniques
Cognitive Methods for Semantic Image Analysis in Medical Imaging Applications
Computer Analysis of Brain Perfusion and Neck Angiography Images
Brain and Neck Visualization Techniques
Natural User Interfaces for Exploring and Modeling Brain and Neck Structures
Summary
Image Processing, Pattern Recognition and Semantic Understanding Techniques
Cognitive Methods for Semantic Image Analysis in Medical Imaging Applications
Computer Analysis of Brain Perfusion and Neck Angiography Images
7.

電子ブック

EB
by Andrea Burattin
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
シリーズ名: Lecture Notes in Business Information Processing ; 207
オンライン: http://dx.doi.org/10.1007/978-3-319-17482-2
目次情報: 続きを見る
1 Introduction
Part I: State of the Art: BPM, Data Mining and Process Mining
2 Introduction to Business Processes, BPM, and BPM Systems
3 Data Generated by Information Systems (and How to Get It)
4 Data Mining for Information System Data
5 Process Mining
6 Quality Criteria in Process Mining
7 Event Streams
Part II: Obstacles to Process Mining in Practice
8 Obstacles to Applying Process Mining in Practice
9 Long-term View Scenario
Part III: Process Mining as an Emerging Technology
10 Data Preparation
11 Heuristics Miner for Time Interval
12 Automatic Configuration of Mining Algorithm
13 User-Guided Discovery of Process Models
14 Extensions of Business Processes with Organizational Roles
15 Results Interpretation and Evaluation
16 Hands-On: Obtaining Test Data
Part IV: A New Challenge in Process Mining
17 Process Mining for Stream Data Sources
Part V: Conclusions and Future Work
18 Conclusions and Future Work
1 Introduction
Part I: State of the Art: BPM, Data Mining and Process Mining
2 Introduction to Business Processes, BPM, and BPM Systems
8.

電子ブック

EB
edited by Richard Chbeir, Yannis Manolopoulos, Ilias Maglogiannis, Reda Alhajj
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
シリーズ名: IFIP Advances in Information and Communication Technology ; 458
オンライン: http://dx.doi.org/10.1007/978-3-319-23868-5
9.

電子ブック

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edited by Hongbin Zha, Xilin Chen, Liang Wang, Qiguang Miao
出版情報: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2015
シリーズ名: Communications in Computer and Information Science ; 546
オンライン: http://dx.doi.org/10.1007/978-3-662-48558-3
10.

電子ブック

EB
edited by Daniel Cremers, Ian Reid, Hideo Saito, Ming-Hsuan Yang
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
シリーズ名: Lecture Notes in Computer Science ; 9005
オンライン: http://dx.doi.org/10.1007/978-3-319-16811-1