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1.

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
2.

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
3.

電子ブック

EB
edited by Giuseppe Amato, Richard Connor, Fabrizio Falchi, Claudio Gennaro
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
シリーズ名: Lecture Notes in Computer Science ; 9371
オンライン: http://dx.doi.org/10.1007/978-3-319-25087-8
4.

電子ブック

EB
edited by Paul Johannesson, Mong Li Lee, Stephen W. Liddle, Andreas L. Opdahl, Oscar Pastor Lopez
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
シリーズ名: Lecture Notes in Computer Science ; 9381
オンライン: http://dx.doi.org/10.1007/978-3-319-25264-3
5.

電子ブック

EB
edited by Guorong Wu, Pierrick Coupe, Yiqiang Zhan, Brent Munsell, Daniel Rueckert
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
シリーズ名: Lecture Notes in Computer Science ; 9467
オンライン: http://dx.doi.org/10.1007/978-3-319-28194-0
目次情報: 続きを見る
A Multi-level Canonical Correlation Analysis Scheme for Standard-dose PET Image Estimation
Image Super-Resolution by Supervised Adaption of Patchwise Self-Similarity from High-Resolution Image
Automatic Hippocampus Labeling Using the Hierarchy of Sub-Region Random Forests
Isointense Infant Brain Segmentation by Stacked Kernel Canonical Correlation Analysis
Improving Accuracy of Automatic Hippocampus Segmentation in Routine MRI by Features Learned from Ultra-high Field MRI
Dual-Layer l1-Graph Embedding for Semi-Supervised Image Labeling
Automatic Liver Tumor Segmentation in Follow-up CT Studies Using Convolutional Neural Network
Block-based Statistics for Robust Non-Parametric Morphometry
Automatic Collimation Detection in Digital Radiographs with the Directed Hough Transform and Learning-based Edge Detection
Efficient Lung Cancer Cell Detection with Deep Convolutional Neural Network
An Effective Approach for Robust Lung Cancer Cell Detection
Laplacian Shape Editing with Local Patch Based Force Field for Interactive Segmentation
Hippocampus Segmentation through Distance Field Fusion
Learning a Spatiotemporal Dictionary for Magnetic Resonance Fingerprinting with Compress Sensing
Fast Regions-of-Interest Detection in Whole Slide Histopathology Images
Reliability Guided Forward and Backward Patch-based Method for Multi-atlas Segmentation
Correlating Tumour Histology and ex vivo MRI Using Dense Modality-Independent Patch-Based Descriptor
Multi-Atlas Segmentation using Patch-Based Joint Label Fusion with Non-Negative Least Squares Regression
A Spatially Constrained Deep Learning Framework for Detection of Epithelial Tumor Nuclei in Cancer Histology Images
3D MRI Denoising using Rough Set Theory and Kernel Embedding Method
A Novel Cell Orientation Congruence Descriptor for Superpixel based Epithelium Segmentation in Endometrial Histology Images
Patch-based Segmentation from MP2RAGE Images: Comparison to Conventional Techniques
Multi-Atlas and Multi-Modal Hippocampus Segmentation for Infant MR Brain Images by Propagating Anatomical Labels on Hypergraph
Prediction of Infant MRI Appearance and Anatomical Structure Evolution using Sparse Patch-based Metamorphosis Learning Framework
Efficient Multi-Scale Patch-based Segmentation
A Multi-level Canonical Correlation Analysis Scheme for Standard-dose PET Image Estimation
Image Super-Resolution by Supervised Adaption of Patchwise Self-Similarity from High-Resolution Image
Automatic Hippocampus Labeling Using the Hierarchy of Sub-Region Random Forests
6.

電子ブック

EB
edited by Xue-Cheng Tai, Egil Bae, Tony F. Chan, Marius Lysaker
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
シリーズ名: Lecture Notes in Computer Science ; 8932
オンライン: http://dx.doi.org/10.1007/978-3-319-14612-6
目次情報: 続きを見る
Discrete and continuous optimization
Image restoration and inpainting
Segmentation
PDE and variational methods
Motion, tracking and multiview reconstruction
Statistical methods and learning
Medical image analysis
Discrete and continuous optimization
Image restoration and inpainting
Segmentation
7.

電子ブック

EB
edited by Enrique Onieva, Igor Santos, Eneko Osaba, Hector Quintian, Emilio Corchado
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
シリーズ名: Lecture Notes in Computer Science ; 9121
オンライン: http://dx.doi.org/10.1007/978-3-319-19644-2
目次情報: 続きを見る
Data mining and knowledge discovery
Video and image analysis
Bio-inspired models and evolutionary computation
Learning algorithms
Hybrid intelligent systems for data mining and applications
Classification and cluster analysis
HAIS applications
Data mining and knowledge discovery
Video and image analysis
Bio-inspired models and evolutionary computation
8.

電子ブック

EB
edited by Ferdinando Cicalese, Ely Porat, Ugo Vaccaro
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
シリーズ名: Lecture Notes in Computer Science ; 9133
オンライン: http://dx.doi.org/10.1007/978-3-319-19929-0
目次情報: 続きを見る
On the Hardness of Optimal Vertex Relabeling and Restricted Vertex Relabeling
A Framework for Space-Efficient String Kernels
Composite Repetition-Aware Data Structures
Efficient Construction of a Compressed de Bruijn Graph for Pan-Genome Analysis
Longest Common Extensions in Trees
Longest Common Extensions in Sublinear Space
Ranked Document Retrieval with Forbidden Pattern
Parameterized Complexity of Superstring Problems
On the Fixed Parameter Tractability and Approximability of the Minimum Error Correction Problem
Fast String Dictionary Lookup with One Error
On the Readability of Overlap Digraphs
Improved Algorithms for the Boxed-Mesh Permutation Pattern Matching Problem
Range Minimum Query Indexes in Higher Dimensions
Alphabet-Dependent String Searching with Wexponential Search Trees
Lempel Ziv Computation in Small Space (LZ-CISS)
Succinct Non-overlapping Indexing
Encodings of Range Maximum-Sum Segment Queries and Applications
Compact Indexes for Flexible Top-k Retrieval
LZD Factorization: Simple and Practical Online Grammar Compression with Variable-to-Fixed Encoding
Combinatorial RNA Design: Designability and Structure-Approximating Algorithm
Dictionary Matching with Uneven Gaps
Partition into Heapable Sequences, Heap Tableaux and a Multiset Extension of Hammersley’s Process
The Approximability of Maximum Rooted Triplets Consistency with Fan Triplets and Forbidden Triplets
String Powers in Trees
Online Detection of Repetitions with Backtracking
Greedy Conjecture for Strings of Length 4
Tighter Bounds for the Sum of Irreducible LCP Values
Parallel External Memory Suffix Sorting
On Maximal Unbordered Factors
Semi-dynamic Compact Index for Short Patterns and Succinct van Emde Boas Tree
Reporting Consecutive Substring Occurrences Under Bounded Gap Constraints
A Probabilistic Analysis of the Reduction Ratio in the Suffix-Array IS Algorithm
Encoding Nearest Larger Values
Sorting by Cuts, Joins and Whole Chromosome Duplications
On the Hardness of Optimal Vertex Relabeling and Restricted Vertex Relabeling
A Framework for Space-Efficient String Kernels
Composite Repetition-Aware Data Structures
9.

電子ブック

EB
edited by Khalid Saeed, Wladyslaw Homenda
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
シリーズ名: Lecture Notes in Computer Science ; 9339
オンライン: http://dx.doi.org/10.1007/978-3-319-24369-6
目次情報: 続きを見る
Algorithms
Biometrics and Biometrics Applications
Data analysis and Information Retrieval
Modelling and Optimization
Pattern Recognition and Image Processing
Various Aspects of Computer Security
Algorithms
Biometrics and Biometrics Applications
Data analysis and Information Retrieval
10.

電子ブック

EB
edited by Cheng-Lin Liu, Bin Luo, Walter G. Kropatsch, Jian Cheng
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2015
シリーズ名: Lecture Notes in Computer Science ; 9069
オンライン: http://dx.doi.org/10.1007/978-3-319-18224-7
目次情報: 続きを見る
Graph-based Representation
Approximation of Graph Edit Distance in Quadratic Time
Data Graph Formulation as the Minimum-Weight Maximum-Entropy Problem
An Entropic Edge Assortativity Measure
A Subpath Kernel for Learning Hierarchical Image Representations
Coupled-Feature Hypergraph Representation for Feature Selection
Reeb Graphs Through Local Binary Patterns
Incremental embedding within a dissimilarity-based framework
Graph Matching
A First Step Towards Exact Graph Edit Distance Using Bipartite Graph Matching
Consensus of Two Graph Correspondences through a Generalisation of the Bipartite Graph Matching Algorithm
Revisiting Volegnant-Jonker for Approximating Graph Edit Distance
A Hypergraph Matching Framework for Refining Multi-source Feature Correspondences
Kite Recognition by means of Graph Matching
GEM++: a tool for solving substitution-tolerant subgraph isomorphism
A Graph Database Repository and Performance Evaluation Metrics for Graph Edit Distance
Improving Hausdorff Edit Distance Using Structural Node Context
Learning Graph Model for Different Dimensions Image Matching
VF2 Plus: An Improved Version of VF2 For Biological Graphs
Report on the First Contest on Graph Matching Algorithms for Pattern Search in Biological Databases
Approximate Graph Edit Distance Computation Combining Bipartite Matching and Exact Neighborhood Substructure Distance
Multi-layer Tree Matching Using HSTs
Large-scale Graph Indexing using Binary Embeddings of Node Contexts
Attributed Relational Graph Matching with Sparse Relaxation and Bistochastic Normalization
Graph Clustering and Classification.-On the Influence of Node Centralities on Graph Edit Distance for Graph Classification
A Mixed Weisfeiler-Lehman Graph Kernel
A Quantum Jensen-Shannon Graph Kernel using Discrete-time Quantum Walks
Density Based Cluster Extension and Dominant Sets Clustering
Salient Object Segmentation from Stereoscopic Images
Causal Video Segmentation using Superseeds and Graph Matching
Fast Minimum Spanning Tree based Clustering Algorithms on Local Neighborhood Graph
Graph-based Application
From bags to graphs of stereo subgraphs in order to predict molecule's properties
Thermodynamics of Time Evolving Networks
Isometric Mapping Hashing
Skeletal Graphs from Schrodinger Magnitude and Phase
Graph Based Lymphatic Vessel Wall Localisation and Tracking
A Comic Retrieval System Based on Multilayer Graph Representation and Graph Mining
Learning High-Order Structures for Texture Retrieval
Graph-based Representation
Approximation of Graph Edit Distance in Quadratic Time
Data Graph Formulation as the Minimum-Weight Maximum-Entropy Problem