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1.

電子ブック

EB
Neamat Gayar, Takeo Kanade, Josef Kittler, Fabio Roli
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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Classifier Ensembles(I)
Weighted Bagging for Graph Based One-Class Classifiers / Santi Seguí ; Laura Igual ; Jordi Vitrià
Improving Multilabel Classification Performance by Using Ensemble of Multi-label Classifiers / Muhammad Atif Tahir ; Josef Kittler ; Krystian Mikolajczyk ; Fei Yan
New Feature Splitting Criteria for Co-training Using Genetic Algorithm Optimization / Ahmed Salaheldin ; Neamat El Gayar
Tomographic Considerations in Ensemble Bias/Variance Decomposition / Gregory Ditzler ; Michael D. Muhlbaier ; Robi Polikar ; David Windridge
Choosing Parameters for Random Subspace Ensembles for fMRI Classification / Ludmila I. Kuncheva ; Catrin O. Plumpton
Classifier Ensembles(II)
An Experimental Study on Ensembles of Functional Trees / Juan J. Rodríguez ; César García-Osorio ; Jesús Maudes ; José Francisco Díez-Pastor
Multiple Classifier Systems under Attack / Battista Biggio ; Giorgio Fumera ; Fabio Roli
SOCIAL: Self-Organizing Classifier ensemble for Adversarial Learning / Francesco Gargiulo ; Carlo Sansone
Unsupervised Change-Detection in Retinal Images by a Multiple-Classifier Approach / Giulia Troglio ; Marina Alberti ; Jón Atli Benediksson ; Gabriele Moser ; Sebastiano Bruno Serpico ; Einar Stefánsson
A Double Pruning Algorithm for Classification Ensembles / Víctor Soto ; Gonzalo Martínez-Muñoz ; Daniel Hernández-Lobato ; Alberto Suárez
Estimation of the Number of Clusters Using Multiple Clustering Validity Indices / Krzysztof Kryszczuk ; Paul Hurley
Classifier Diversity
"Good" and "Bad" Diversity in Majority Vote Ensembles / Gavin Brown
Multi-information Ensemble Diversity / Zhi-Hua Zhou ; Nan Li
Classifier Selection
Dynamic Selection of Ensembles of Classifiers Using Contextual Information / Paulo R. Cavalin ; Robert Sabourin ; Ching Y. Suen
Selecting Structural Base Classifiers for Graph-Based Multiple Classifier Systems / Wan-Jui Lee ; Robert P.W. Duin ; Horst Bunke
Combining Multiple Kernels
A Support Kernel Machine for Supervised Selective Combining of Diverse Pattern-Recognition Modalities / Alexander Tatarchuk ; Eugene Urlov ; Vadim Mottl
Combining Multiple Kernels by Augmenting the Kernel Matrix
Boosting and Bootstrapping
Class-Separability Weighting and Bootstrapping in Error Correcting Output Code Ensembles / R.S. Smith ; T. Windeatt
Boosted Geometry-Based Ensembles / Oriol Pujol
Online Non-stationary Boosting / Adam Pocock ; Paraskevas Yiapanis ; Jeremy Singer ; Mikel Luján
Handwriting Recognition
Combining Neural Networks to Improve Performance of Handwritten Keyword Spotting / Volkmar Frinken ; Andreas Fischer
Combining Committee-Based Semi-supervised and Active Learning and Its Application to Handwritten Digits Recognition / Mohamed Farouk Abdel Hady ; Friedhelm Schwenker
Using Diversity in Classifier Set Selection for Arabic Handwritten Recognition / Nabiha Azizi ; Nadir Farah ; Mokhtar Sellami ; Abdel Ennaji
Applications
Forecase Combination Strategies for Handling Structural Breaks for Time Series Forecasting / Waleed M. Azmy ; Amir F. Atiya ; Hisham El-Shishiny
A Multiple Classifier System for Classification of LIDAR Remote Sensing Data using Multi-class SVM / Farhad Samadzadegan ; Behnaz Bigdeli ; Pouria Ramzi
A Multi-Classifier System for Off-Line Signature Verification Based on Dissimilarity Representation / Luana Batista ; Eric Granger
A Multi-objective Sequential Ensemble for Cluster Structure Analysis and Visualization and Application to Gene Expression / Noha A. Yousri
Combining 2D and 3D Features to Classify Protein Mutants in HeLa Cells / Vincenzo Paduano ; Michele Ceccarelli
An Experimental Comparison of Hierarchical Bayes and True Path Rule Ensembles for Protein Function Prediction / Matteo Re ; Giorgio Valentini
Recognizing Combinations of Facial Action Units with Different Intensity Using a Mixture of Hidden Markov Models and Neural Network / Mahmoud Khademi ; Mohammad Taghi Manzuri-Shalmani ; Mohammad Hadi Kiapour ; Ali Akbar Kiaei
Invited Papers
Some Thoughts at the Interface of Ensemble Methods and Feature Selection (Abstract)
Multiple Classifier Systems for the Recogonition of Human Emotions / Stefan Scherer ; Miriam Schmidt ; Martin Schels ; Michael Glodek
Erratum
Erratum to Biggio, B., Fumera, G., Roli, F., "Multiple classifier systems for adversarial classification tasks." In Benediktsson, J.A., Kittler, J., Roli, F., eds.: MCS 2009. Volume 5519 of Lecture Notes in Computer Science., Springer (2009) 132141
Author Index
Classifier Ensembles(I)
Weighted Bagging for Graph Based One-Class Classifiers / Santi Seguí ; Laura Igual ; Jordi Vitrià
Improving Multilabel Classification Performance by Using Ensemble of Multi-label Classifiers / Muhammad Atif Tahir ; Josef Kittler ; Krystian Mikolajczyk ; Fei Yan
2.

電子ブック

EB
Jos? Francisco Mart?nez-Trinidad, Jes?s Ariel Carrasco-Ochoa, Takeo Kanade, Josef Kittler
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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Computer Vision and Robotics
A Hierarchical Recursive Partial Active Basis Model / Pavel Herrera-Domínguez ; Leopoldo Altamirano-Robles
Facial Feature Model for Emotion Recognition Using Fuzzy Reasoning / Renan Contreras ; Oleg Starostenko ; Vicente Alarcon-Aquino ; Leticia Flores-Pulido
Face Recognition Using Simplicial Complexes / Chengming Zou ; Edwin R. Hancock
Skeleton Simplification by Key Points Identification / Gabriel Rojas-Albarracín ; Carlos A. Carbajal ; Antonio Fernández-Caballero ; María T. López
Learning and Fast Object Recognition in Robot Skill Acquisition: A New Method / I. Lopez-Juarez ; R. Rios-Cabrera ; M. Peña-Cabrera ; R. Osorio-Comparan
Light Source Intensity Adjustment for Enhanced Feature Extraction / Francisco J. Castro-Martínez ; Mario Castelán ; Ismael López-Juárez
Fringe-Pattern Demodulation Using a Parametric Method Based on Differential Evolution / J.F. Jimenez ; F.J. Cuevas ; J.H. Sossa ; L.E. Gomez
ANIMA: Non-conventional Brain-Computer Interfaces in Robot Control through Electroencephalography and Electrooculography, ARP Module / Luis F. Reina ; Gerardo Martínez ; Mario Valdeavellano ; Marie Destarac ; Carlos Esquit
Efficient Roughness Recognition for Velocity Updating by Wheeled-Robots Navigation / Farid García ; Matías Alvarado
Image Processing
Fingerprint Verification with Non-linear Composite Correlation Filters / Saúl Martínez-Díaz ; Javier A. Carmona-Troyo
Automatic Ultrasound Image Analysis in Hashimoto's Disease / Robert Koprowski ; Zygmunt Wrobel ; Witold Zieleznik
Estimating Quality Bounds of JPEG 2000 Compressed Leukocytes Images / Alexander Falcón-Ruiz ; Juan Paz-Viera ; Hichem Sahli
Surface Material Segmentation Using Polarisation / Nitya Subramaniam ; Edwin Hancock
Measurement of Defocus Level in Iris Images Using Different Convolution Kernel Methods / J. Miguel Colores- Vargas ; Mireya S. García - Vázquez ; Alejandro A. Ramírez-Acosta
Radon Transform Algorithm for Fingerprint Ccore Point Detection / Miguel Mora-González ; Julio C. Martínez-Romo ; Jesús Muñoz-Maciel ; Guillermo Sánchez-Díaz ; Javier Salinas-Luna ; H.I. Piza-Dávila ; Francisco J. Luna-Rosas ; Carlos M. de Luna-Ortega
Genetic Algorithms and Tabu Search for Correcting Lanes in DNA Images / M. Angélica Pinninghoff J. ; Q. Daniel Venegas ; A. Ricardo Contreras
Adaptive Algorithm-Based Fused Bayesian Maximum Entropy-Variational Analysis Methods for Enhanced Radar Imaging / R.F. Vázquez-Bautista ; L.J. Morales-Mendoza ; R. Ortega-Almanza ; A. Blanco-Ortega
Iris Segmentation Using a Statistical Approach / Luis M. Zamudio-Puentes ; Mireya S. García-Vázquez
Neural Networks and Signal Processing
Adaboost Classifier by Artificial Immune System Model / Hind Tard ; Juan Carlos Herrera-Lozada ; Jesús Álvarez-Cedillo
Cost-Sensitive Neural Networks and Editing Techniques for Imbalance Problems / R. Alejo ; J.M. Sotoca ; V. García ; R.M. Valdovinos
Designing RBFNNs Using Prototype Selection / Ana Cecilia Tenorio-González ; José Fco. Martínez-Trinidad
A Learning Social Network with Recognition of Learning Styles Using Neural Networks / Ramón Zatarain-Cabada ; M.L. Barrón-Estrada ; Viridiana Ponce Angulo ; Adán José García ; Carlos A. Reyes García
On-line Signature Verification Based on Modified Dynamic Time Warping and Wavelet Sub-band Coding / Juan Carlos Sánchez-Diaz ; Juan Manuel Ramírez-Cortes ; Rogerio Enriquez-Caldera ; Pilar Gomez-Gil
New Dissimilarity Measures for Ultraviolet Spectra Identification / Andrés Eduardo Gutiérrez-Rodríguez ; Miguel Angel Medina-Pérez ; Jesús Ariel Carrasco-Ochoa ; Milton García-Borroto
Third Degree Volterra Kernel for Newborn Cry Estimation / Gibran Etcheverry ; Efraín López-Damian ; Carlos A. Reyes-García
Pattern Recognition and Data Mining
Cascading an Emerging Pattern Based Classifier
A New Combined Filter-Wrapper Framework for Gene Subset Selection with Specialized Genetic Operators / Edmundo Bonilla Huerta ; J. Crispín Hernández Hernández ; L. Alberto Hernández Montiel
Hybrid Feature Selection Method for Supervised Classification Based on Laplacian Score Ranking / Saúl Solorio-Fernández
Navigating K-Nearest Neighbor Graphs to Solve Nearest Neighbor Searches / Edgar Chávez ; Eric Sadit Tellez
On the Design of a Hardware-Software Architecture for Acceleration of SVM's Training Phase / Lázaro Bustio-Martínez ; René Cumplido ; José Hernández-Palancar ; Claudia Feregrino-Uribe
A Highly Parallel Algorithm for Frequent Itemset Mining / Alejandro Mesa
A Hybrid Methodology for Pattern Recognition in Signaling Cervical Cancer Pathways / David Escarcega ; Fernando Ramos ; Ana Espinosa ; Jaime Berumen
Graph Indexing and Retrieval Based on Median Graphs / Francesc Serratosa ; Albert Solé-Ribalta ; Enric Vidiella
A Novel Method for Counting Models on Grid Boolean Formulas / Carlos Guillén ; Guillermo De Ita ; Aurelio López-López
Natural Language and Document Processing
Sentence to Document Level Emotion Tagging - A Coarse-Grained Study on Bengali Blogs / Dipankar Das ; Sivaji Bandyopadhyay
Clustering Weblogs on the Basis of a Topic Detection Method / Fernando Perez-Tellez ; David Pinto ; John Cardiff ; Paolo Rosso
A Naïve Bayes Approach to Cross-Lingual Word Sense Disambiguation and Lexical Substitution / Darnes Vilariño ; Carlos Balderas ; Mireya Tovar ; Beatriz Beltrán
Supervised Learning for Semantic Classification of Spanish Collocations / Alexander Gelbukh ; Olga Kolesnikova
Recognizing Textual Entailment with Statistical Methods / Miguel Angel Ríos Gaona
Author Index
Computer Vision and Robotics
A Hierarchical Recursive Partial Active Basis Model / Pavel Herrera-Domínguez ; Leopoldo Altamirano-Robles
Facial Feature Model for Emotion Recognition Using Fuzzy Reasoning / Renan Contreras ; Oleg Starostenko ; Vicente Alarcon-Aquino ; Leticia Flores-Pulido
3.

電子ブック

EB
Carlo Sansone, Takeo Kanade, Josef Kittler, Fabio Roli
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2011
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4.

電子ブック

EB
David Hutchison, Takeo Kanade, Sven Jörges, Josef Kittler
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2013
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5.

電子ブック

EB
David Hutchison, Takeo Kanade, Sorin Huss, Josef Kittler
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2012
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6.

電子ブック

EB
Norbert E. Fuchs, Takeo Kanade, Josef Kittler
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
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Language Aspects
An Evaluation Framework for Controlled Natural Languages / Tobias Kuhn
Rhetorical Compositions for Controlled Natural Languages / Andrew Potter
Anaphora Resolution Involving Interactive Knowledge Acquisition / Rolf Schwitter
Talking Rabbit: A User Evaluation of Sentence Production / Paula Engelbrecht ; Glen Hart ; Catherine Dolbear
Naturalness vs. Predictability: A Key Debate in Controlled Languages / Peter Clark ; William R. Murray ; Phil Harrison ; John Thompson
Implementing Controlled Languages in GF / Krasimir Angelov ; Aarne Ranta
Polysemy in Controlled Natural Language Texts / Normunds Gruzitis ; Guntis Barzdins
Economical Discourse Representation Theory / Johan Bos
Controlled English Ontology-Based Data Access / Camilo Thorne ; Diego Calvanese
SBVR's Approach'to Controlled Natural Language / Silvie Spreeuwenberg ; Keri Anderson Healy
Tools and Applications
The Naproche Project Controlled Natural Language Proof Checking of Mathematical Texts / Marcos Cramer ; Bernhard Fisseni ; Peter Koepke ; Daniel Kühlwein ; Bernhard Schröder ; Jip Veldman
On Designing Controlled Natural Languages for Semantic Annotation / Brian Davis ; Pradeep Dantuluri ; Laura Dragan ; Siegfried Handschuh ; Hamish Cunningham
Development of a Controlled Natural Language Interface for Semantic MediaWiki / Paul R. Smart ; Jie Bao ; Dave Braines ; Nigel R. Shadbolt
A Controlled Language for the Specification of Contracts / Gordon J. Pace ; Michael Rosner
Rabbit to OWL: Ontology Authoring with a CNL-Based Tool / Ronald Denaux ; Vania Dimitrova ; Anthony G. Cohn
Writing Clinical Practice Guidelines in Controlled Natural Language / Richard N. Shiffman ; George Michel ; Michael Krauthammer ; Norbert E. Fuchs ; Kaarel Kaljurand
What Are Controlled Natural Languages?
On Controlled Natural Languages: Properties and Prospects / Adam Wyner ; Danica Damljanovic ; Norbert Fuchs ; Stefan Hoefler ; Ken Jones ; Martin Luts ; Jonathan Pool ; Mike Rosner ; John Sowa
Author Index
Language Aspects
An Evaluation Framework for Controlled Natural Languages / Tobias Kuhn
Rhetorical Compositions for Controlled Natural Languages / Andrew Potter
7.

電子ブック

EB
David Hutchison, Takeo Kanade, Norbert E. Fuchs, Josef Kittler
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2012
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8.

電子ブック

EB
David Hutchison, Takeo Kanade, Norbert E. Fuchs, Josef Kittler
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2012
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9.

電子ブック

EB
Yuhua Luo, Takeo Kanade, Josef Kittler
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2010
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Cooperative Applications / Part I:
Using Tag Clouds to Promote Community Awareness in Research Environments / Alexandre de Spindler ; Stefania Leone ; Matthias Geel ; Moira C. Norrie
A Proposal for Model-Based Design and Development of Group Work Tasks in a Shared Context / Fernando Gallego ; Ana I. Molina ; Crescencio Bravo ; William J. Giraldo
Fixing Collaborative Edition on Typed Documents / Stéphane Martin ; Denis Lugiez
Towards the Construction of a Knowledge Building Environment / Ruth Cobos ; Raúl Cajias ; Linda Barros ; Marcos R.S. Borges
Applying Situation Awareness Approach to Cooperative Play in Interactive Installation Storytelling System / Wen-Hwa Cheng ; Chich-Jen Shieh ; Yung-Hoh Sheu ; Hsiao-Chuan Chang
Argumentation Tools in a Collaborative Development Environment / Furio Belgiorno ; Ilaria Manno ; Giuseppina Palmieri ; Vittorio Scarano
Cooperative Learning by Replay Files in Real-Time Strategy Game / Jaekwang Kim ; Kwang Ho Yoon ; Taebok Yoon ; Jee-Hyong Lee
Cooperative eLearning to Enhance Knowledge Creation / Manuela Brandstätter ; Marie-Luise Leitner ; Christine Strauss
Memory and Creativity in Cooperative vs. Non-cooperative Spatial Planning and Architecture / Dino Borri ; Domenico Camarda ; Rossella Stufano
An Embedded Road Crack Detection System in a Cooperative Platform / Zhenyu Ning ; Yu Sun ; Guofeng Qin ; Qiyan Li
Saving Energy with Cooperative Group-Based Wireless Sensor Networks / Miguel Garcia ; Sandra Sendra ; Jaime Lloret ; Raquel Lacuesta
Enhancing Collaboration in Vehicular Networks / J. Molina-Gil ; P. Caballero-Gil ; C. Caballero-Gil
Initial Risk Assessment of Emergency Events in Cooperative Operating Control / Mieczyslaw Metzger ; Grzegorz Polaków
The Sensitivity Analysis for Cooperative Decision by TOPSIS Method / Leonas Ustinovichius ; Ruta Simanaviciene
A Freshness Based Persistent Assurance Scheme for Secure Scalable Media Distribution / Yong-Hyuk Moon ; Jae-Hoon Nah ; Chan-Hyun Youn
Cooperative Decision Making for Evaluating Ports' Reception Facilities / Sylvia Encheva ; Sharil Tumin
Group Formation through Cooperating Node in VANETs
Scrum in Research / Martin Ota
Towards a Framework for the Development of CSCW Systems / Sergio López Antonaya ; Crescendo Bravo Santos
Cooperative Design / Part II:
An Anthropo-Based Study of Industrial Design Cooperative Practices Using "Mediating Objects" / Catherine Elsen ; Arnaud Dawans ; Pierre Leclercq
Design for Service-Oriented Collaborative Design and Manufacturing Platform / Feng Wang ; Shuangxi Huang ; Hui Liang ; Yingfeng Zhang ; Huiping Lin
Cluster Analysis for Classifying Similar Shared Resources in Cooperative Design / Huifen Wang ; Li Qiao ; Tingting Liu
Parametric CAD Data Exchange Using Geometry-Based Neutral Macro File / Ilhwna Song ; Soonhung Han
Study of Collaborative Design Based on Fuzzy Theory / Tieming Su ; Xinpeng Qiu ; Chunyan Yang
Technological Change: Educating for Extreme Collaboration / Vasilije Kokotovich ; Tom Barker
Team Organization and Web-Based Project Management for Collaborative Highway Design / Zhiqiang Zhang ; Xiaodong Zhang ; Yingzi Li ; Cancan Zhao
Taking the Customer into Account in Collaborative Design / Maria-Jesus Agost ; Margarita Vergara
Cooperative Visualization / Part III:
Multi-user Multi-touch Setups for Collaborative Learning in an Educational Setting / Jan Schneider ; Jan Derboven ; Kris Luyten ; Chris Vleugels ; Stijn Bannier ; Dries De Roeck ; Mathijs Verstraete
Explore, Collaborate and Publish Official Statistics for Measuring Regional Progress / Mikael Jern
Pattern Browsing and Query Adjustment for the Exploratory Analysis and Cooperative Visualisation of Microarray Time-Course Data / Paul Craig ; Alan Cannon ; Jessie Kennedy ; Robert Kukla
CAD and VR Technologies Used in Civil Engineering Education / A.Z. Sampaio ; M.M. Ferreira ; D.P. Rosário ; O.P. Martins
Complicated Simulation Visualization Based on Grid and Cloud Computing / Eva Pajorová ; Ladislav Hluchý
Visualization of Neutral Model of Ship Pipe System Using X3D / Ikjune Kim ; Guimok Cho ; Jinsang Hwang ; Jinggao Li
Cooperative Engineering / Part IV:
Coordinating a Cooperative Automotive Manufacturing Network - An Agent-Based Model / Jose P. Garcia-Sabater ; Juan A. Marin-Garcia ; Xavier Puig-Bernabeu
A Constraint Solving Method for Collaborative Product Development / Zhaoying Zhang
A Solution of Manufacturing Resources Sharing in Cloud Computing Environment / Lei Wu ; Chengwei Yang
Cluster Analysis on Candidates of Cooperative Product Development Team / Yitai Xu ; Xuedong Gao ; Ying Wang ; Lin Wei
Collaboration Support in a Web-Based SCADA System
Collaborative Control of Hierarchical System Based on JADE / Dariusz Choinski ; Michal Senik
Requirement Specification for Agent-Based Cooperative Control of Dynamical Systems / Witold Nocon
Web Engineering Process Matrix for Sustainable Deployment of Web-Based Applications
Collaborative and Visualized Safety Planning for Construction Performed at High Elevation / Nobuyoshi Yabuki ; Petcharat Limsupreeyarat ; Tanit Tongthong
Product Precision Information Modeling under Cooperative Virtual Assembly Environment / Fengqiang Nan ; Juntang Yuan
Task Scheduling of Collaborative Product Design Project / Le Luo ; Shuo Zhang
Author Index
Cooperative Applications / Part I:
Using Tag Clouds to Promote Community Awareness in Research Environments / Alexandre de Spindler ; Stefania Leone ; Matthias Geel ; Moira C. Norrie
A Proposal for Model-Based Design and Development of Group Work Tasks in a Shared Context / Fernando Gallego ; Ana I. Molina ; Crescencio Bravo ; William J. Giraldo
10.

電子ブック

EB
Yuhua Luo, Takeo Kanade, Josef Kittler
出版情報: SpringerLink Books - AutoHoldings , Springer Berlin Heidelberg, 2011
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