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David Hutchison, Takeo Kanade, Association for Computing Machinery-Digital Library.
出版情報: ACM Digital Library Proceedings , Springer Berlin Heidelberg, 2012
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David Hutchison, Takeo Kanade
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2012
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Marek Sergot: A Memoir / Trevor Bench-Capon
The Scientific Contribution of Marek Sergot / Steve Barker ; Andrew J.I. Jones ; Antonis Kakas ; Robert A. Kowalski ; Alessio Lomuscio ; Rob Miller ; Stephen Muggleton ; Giovanni Sartor
Logic Programming / Part I:
Teleo-Reactive Abductive Logic Programs / Fariba Sadri
Semi-negative Abductive Logic Programs with Implicative Integrity Constraints: Semantics and Properties / Paolo Mancarella ; Francesca Toni
What Is Negation as Failure? / Dov M. Gabbay
Temporal Reasoning and Action Languages / Part II:
The Importance of the Past in Interval Temporal Logics: The Case of Propositional Neighborhood Logic / Dario Delia Monica ; Angela Montanari ; Pietro Sala
Argumentation and the Event Calculus / Evgenios Hadjisoteriou
Reactive Event Calculus for Monitoring Global Computing Applications / Stefano Bragaglia ; Federico Chesani ; Paola Mello ; Marco Montali ; Paolo Torroni
Reasoning about the Intentions of Agents / Justin Blount ; Michael Gelfond
Symbolic Model Checking for Temporal-Epistemic Logic / Wojciech Penczek
GOAL Agents Instantiate Intention Logic / Koen V. Hindriks ; Wiebe van der Hoek ; John-Jules Ch. Meyer
AI and Law / Part III:
Open Texture and Argumentation: What Makes an Argument Persuasive?
Irrationality in Persuasive Argumentation / Paul E. Dunne
Some Reflections on Two Current Trends in Formal Argumentation / Henry Prakken
Deontic Logic and Norm-Governed Systems / Part IV:
On the Representation of Normative Sentences in FOL / Steven O. Kimbrough
Why Be Afraid of Identity? Comments on Sergot and Prakken's Views / Xavier Parent
Deon+: Abduction and Constraints for Normative Reasoning / Marco Alberti ; Marco Gavanelli ; Evelina Lamma
Contrary-To-Duties in Games / Paolo Turrini ; Leendert van der Torre ; Silvano Colombo Tosatto
Logical Approaches to Policies and Authorization / Part V:
Logical Approaches to Authorization Policies
Decentralized Governance of Distributed Systems via Interaction Control / Naftaly H. Minsky
Managing User-Generated Content as a Knowledge Commons / Jeremy Pitt
Author Index
Marek Sergot: A Memoir / Trevor Bench-Capon
The Scientific Contribution of Marek Sergot / Steve Barker ; Andrew J.I. Jones ; Antonis Kakas ; Robert A. Kowalski ; Alessio Lomuscio ; Rob Miller ; Stephen Muggleton ; Giovanni Sartor
Logic Programming / Part I:
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David Hutchison, Takeo Kanade
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2012
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David Hutchison, Takeo Kanade
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2012
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David Hutchison, Takeo Kanade
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2012
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David Hutchison, Takeo Kanade
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2012
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David Hutchison, Takeo Kanade
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2012
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David Hutchison, Takeo Kanade
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2012
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David Hutchison, Takeo Kanade
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2012
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David Hutchison, Takeo Kanade
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2012
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Special Sessions
Agents and Multi Agents Systems
An Agent Model for Incremental Rough Set-Based Rule Induction in Customer Relationship Management / Yu-Neng Fan ; Ching-Chin Chern
Case-Based Argumentation Infrastructure for Agent Societies / Jaume Jordán ; Stella Heras ; Vicente Julián
The Application of Multi-Agent System in Monitoring and Control of Nonlinear Bioprocesses / Piotr Skupin ; Mieczyslaw Metzger
Agent Capability Taxonomy for Dynamic Environments / Jorge Agüero ; Miguel Rebollo ; Carlos Carrascosa
Modeling Internet as a User-Adapted Speech Service / David Griol ; Javier Carbó ; José Manuel Molina
HAIS Applications
Unsupervised Classification of Audio Signals by Self-Organizing Maps and Bayesian Labeling / Ricardo Cruz ; Andrés Ortiz ; Ana M. Barbancho ; Isabel Barbancho
Robust Speaker Identification Using Ensembles of Kernel Principal Component Analysis / IL-Ho Yang ; Min-Seok Kim ; Byung-Min So ; Myung-Jae Kim ; Ha-Jin Yu
Application of Genetic Algorithms to Optimize a Truncated Mean k-Nearest Neighbours Regressor for Hotel Reservation Forecasting / Andrés Sanz-García ; Julio Fernández-Ceniceros ; Fernando Antoñanzas-Torres ; F. Javier Matínez-de-Pisón-Ascacibar
A Social Network-Based Approach to Expert Recommendation System / Elnaz Davoodi ; Mohsen Afsharchi ; Keivan Kianmehr
Decentralized Multi-tasks Distribution in Heterogeneous Robot Teams by Means of Ant Colony Optimization and Learning Automata / Javier de Lope ; Darío Maravall ; Yadira Quiñonez
Lipreading Procedure for Liveness Verification in Video Authentication Systems / Agnieszka Owczarek ; Krzysztof Slot
Fuzzy Sliding Mode Control with Chattering Elimination for a Quadrotor Helicopter in Vertical Flight / S. Zeghlache ; D. Saigaa ; K. Kara ; Abdelghani Harrag ; A. Bouguerra
Ensemble of Binary Learners for Reliable Text Categorization with a Reject Option / Giuliano Armano ; Camelia Chira ; Nima Hatami
Spontaneous Facial Expression Recognition: Automatic Aggression Detection / Ewa Piatkowska ; Jerzy Martyna
A Memetic Approach to Project Scheduling That Maximizes the Effectiveness of the Human Resources Assigned to Project Activities / Virginia Yannibelli ; Analía Amandi
Hunting for Fraudsters in Random Forests / R.M. Konijn ; W. Kowalczyk
Neural Networks Ensembles Approach for Simulation of Solar Arrays Degradation Process / Vladimir Bukhtoyarov ; Eugene Semenkin ; Andrey Shabalov
Using Genetic Algorithms to Improve Prediction of Execution Times of ML Tasks / Rattan Priya ; Bruno Feres de Souza ; André L.D. Rossi ; André C.P.L.F. de Carvalho
Hybrid Artificial Intelligence Approaches on Vehicle Routing Problem in Logistics Distribution / Dragan Simic ; Svetlana Simic
Fuzzy C-Means Clustering with Bilateral Filtering for Medical Image Segmentation / Yuchen Liu ; Kai Xiao ; Alei Liang ; Haibing Guan
A Improved Clustering Analysis Method Based on Fuzzy C-Means Algorithm by Adding PSO Algorithm / Liang Pang
Cluster Analysis
k-Means Clustering of Asymmetric Data / Dominik Olszewski
A Max Metric to Evaluate a Cluster / Hosein Alizadeh ; Hamid Parvin ; Sajad Parvin ; Zahra Rezaei ; Moslem Mohamadi
Nearest Cluster Classifier / Behrouz Minaei
Diffusion Maps for the Description of Meteorological Data / Ángela Fernández ; Ana M. González ; Julia Díaz ; José R. Dorronsoro
Computational Complexity Reduction and Interpretability Improvement of Distance-Based Decision Trees / Marcin Blachnik ; Miroslaw Kordos
Data Mining and Knowledge Discovery
Improving the Generalization Capability of Hybrid Immune Detector Maturation Algorithm / Jungan Chen ; Feng Liang ; Zhaoxi Fang
White Box Classification of Dissimilarity Data / Barbara Hammer ; Bassam Mokbel ; Frank-Michael Schleif ; Xibin Zhu
On Ensemble Classifiers for Noninstrusive Appliance Load Monitoring / Oliver Kramer ; O. Wilken ; P. Beenken ; A. Hein ; A. Hüwel ; T. Klingenberg ; C. Meinecke ; T. Raabe ; M. Sonnenschein
Lee Path Replanner for Partially-Known Environments / Maciej Polanczyk ; Przemyslaw Baranski ; Michal Strzelecki
Stroke Based Handwritten Character Recognition / D. Álvarez ; R. Fernández ; L. Sánchez
KETO: A Knowledge Editing Tool for Encoding Condition - Action Guidelines into Clinical DSSs / Aniello Minutolo ; Massimo Esposito ; Giuseppe De Pietro
Integration of Intelligent Information Technologies Ensembles for Modeling and Classification / Pavel Galushin
Fusion of Modular Bayesian Networks for Context-Aware Decision Making / Seung-Hyun Lee ; Sung-Bae Cho
Evolutionary Computation
Real-World Problem for Checking the Sensitiveness of Evolutionary Algorithms to the Choice of the Random Number Generator / Miguel Cárdenas-Montes ; Miguel A. Vega-Rodríguez ; Antonio Gómez-Iglesias
Hybrid Multi-objective Machine Learning Classification in Liver Transplanation / M. Pérez-Ortiz ; M. Cruz-Ramírez ; J.C. Fernández-Caballero ; C. Hervás-Martínez
Evolutionary Optimized Forest of Regression Trees: Application in Metallurgy / Jerzy Piotrowski ; Szymon Bialka ; Slawomir Golak ; Tadeusz Wieczorek
Evolutionary Neural Networks for Product Design Tasks / Angela Bernardini ; Javier Asensio ; José Luis Olazagoitia ; Jorge Biera
An Incremental Hypersphere Learning Framework for Protein Membership Prediction / Noel Lopes ; Daniel Correia ; Carlos Pereira ; Bernardete Ribeiro ; António Dourado
An Evolutionary Approach to Generate Solutions for Conflict Scenarios / Davide Carneiro ; Cesar Analide ; Paulo Novais ; José Neves
Initialization Procedures for Multiobjective Evolutionary Approaches to the Segmentation Issue / José L. Guerrero ; Antonio Berlanga
Optimization of Neuro-coefficient Smooth Transition Autoregressive Models Using Differential Evolution / Christoph Bergmeir ; Isaac Triguero ; Francisco Velasco ; José Manuel Benítez
ReactGA - The Search Space Transformation for the Local Optimum Escaping / Radoslaw Ziembinski
Learning Algorithms
PATMAP: Polyadenylation Site Identification from Next-Generation Sequencing Data / Xiaohui Wu ; Meishuang Tang ; Junfeng Yao ; Shuiyuan Lin ; Zhe Xiang ; Guoli Ji
How to Reduce Dimension while Improving Performance / A. Bouchelaghem ; M. Drif ; N. Harrag
On How Percolation Threshold Affects PSO Performance / Blanca Cases ; Alicia D'Anjou ; Abdelmalik Moujahid
Pollen Grains Contour Analysis on Verification Approach / Norma Monzón García ; Víctor Alfonso Elizondo Chaves ; Juan Carlos Briceño ; Carlos M. Travieso
Modelling Stress Recognition in Conflict Resolution Scenarios / Marco Gomes
Multilayer-Perceptron Network Ensemble Modeling with Genetic Algorithms for the Capacity of Bolted Lap Joint / F. Javier Martínez-de-Pisón-Ascacibar
A Hybrid Classical Approach to a Fixed-Charged Transportation Problem / Camelia-M. Pintea ; Corina Pop Sitar ; Mara Hajdu-Macelaru ; Pop Petrica
Computing Optimal Solutions of a Linear Programming Problem with Interval Type-2 Fuzzy Constraints / Juan Carlos Figueroa-García ; Germán Hernandez
Systems, Man, and Cybernetics by HAIS
Supervision Strategy of a Solar Volumetric Receiver Using NN and Rule Based Techniques / Ramón Ferreiro García ; José Luis Calvo Rolle ; Francisco Javier Pérez Castelo
Modeling an Operating System Based on Agents / Javier Palanca Cámara ; Marti Navarro ; Estefania Argente ; Ana Garcia-Fornes
An Empirical Comparison of Some Approximate Methods for Graph Coloring / Israel Rebollo-Ruiz ; Manuel Graña
A Predictive Evolutionary Algorithm for Dynamic Constrained Inverse Kimematics Problems / Patryk Filipiak ; Krzysztof Michalak ; Piotr Lipinski
Non-linear Data Stream Compression: Foundations and Theoretical Results / Alfredo Cuzzocrea ; Hendrik Decker
Reasoning with Qualitative Velocity: Towards a Hybrid Approach / J. Golinska-Pilarek ; E. Muñoz-Velasco
Research of Neural Network Classifier Based on FCM and PSO for Breast Cancer Classification / Lei Zhang ; Lin Wang ; Xujiewen Wang ; Keke Liu ; Ajith Abraham
Improving Evolved Alphabet Using Tabu Set / Jan Platos ; Pavel Kromer
Rough Sets-Based Identification of Heart Valve Diseases Using Heart Sounds / Mostafa A. Salama ; Aboul Ella Hassanien ; Aly A. Fahmy ; Vaclav Snasel
A Novel Hybrid Intelligent Classifier to Obtain the Controller Tuning Parameters for Temperature Control / José Luis Calvo-Rolle ; Emilio Corchado ; Héctor Quintian-Pardo ; Jesús Ángel Román ; Pedro Antonio Hernández
SpaGRID: A Spatial Grid Framework for High Dimensional Medical Databases / Harleen Kaur ; Ritu Chauhan ; Mohd. Afshar Alam ; Syed Aljunid ; Mohd. Salleh
Author Index
Special Sessions
Agents and Multi Agents Systems
An Agent Model for Incremental Rough Set-Based Rule Induction in Customer Relationship Management / Yu-Neng Fan ; Ching-Chin Chern
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David Hutchison, Takeo Kanade
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2012
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DALT 2011 Papers
Control and Delegation / Wiebe van der Hoek
Plan Indexing for State-Based Plans / Louise A. Dennis
An Integrated Formal Framework for Reasoning about Goal Interactions / Michael Winikoff
Probing Attacks on Multi-Agent Systems Using Electronic Institutions / Shahriar Bijani ; David Robertson ; David Aspinall
Detecting Conflicts in Commitments / Akin Günay ; Pinar Yolum
Formalizing Commitments Using Action Languages / Tran Cao Son ; Enrico Pontelli ; Chiaki Sakama
Best of DALT
Lightweight Coordination Calculus for Agent Systems: Retrospective and Prospective
The Evolution of Interoperability / Amit K. Chopra ; Munindar P. Singh
1000 Years of Coo-BDI / Viviana Mascardi ; Davide Ancona
A Distributed Architecture for Norm-Aware Agent Societies: A Retrospective / Andrés García-Camino ; Juan-Antonio Rodríguez-Aguilar ; Carles Sierra ; Wamberto W. Vasconcelos
Speech-Act Based Communication: Progress in the Formal Semantics and in the Implementation of Multi-agent Oriented Programming Languages / Álvaro F. Moreira ; Renata Vieira ; Rafael H. Bordini
Specifying and Enforcing Norms in Artificial Institutions: A Retrospective Review / Nicoletta Fornara ; Marco Colombetti
A Retrospective on the Reactive Event Calculus and Commitment Modeling Language / Paolo Torroni ; Federico Chesani ; Paola Mello ; Marco Montali
DALT Spring School 2011
Web Service Composition via Organisation-Based (Re)Planning / David Corsar ; Alison Chorley
Agent and Multi-Agent Software Engineering: Modelling, Programming, and Verification (Extended Abstract)
Author Index
DALT 2011 Papers
Control and Delegation / Wiebe van der Hoek
Plan Indexing for State-Based Plans / Louise A. Dennis
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David Hutchison, Takeo Kanade
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2012
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David Hutchison, Takeo Kanade
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2012
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David Hutchison, Takeo Kanade
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2012
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David Hutchison, Takeo Kanade
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2012
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David Hutchison, Takeo Kanade
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2012
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Supervised Learning: Active, Ensemble, Rare-Class and Online
Time-Evolving Relational Classification and Ensemble Methods / Ryan Rossi ; Jennifer Neville
Active Learning for Hierarchical Text Classification / Xiao Li ; Da Kuang ; Charles X. Ling
TeamSkill Evolved: Mixed Classification Schemes for Team-Based Multi-player Games / Colin DeLong ; Jaideep Srivastava
A Novel Weighted Ensemble Technique for Time Series Forecasting / Ratnadip Adhikari ; R.K. Agrawal
Techniques for Efficient Learning without Search / Houssam Salem ; Pramuditha Suraweera ; Geoffrey I. Webb ; Janice R. Boughton
An Aggressive Margin-Based Algorithm for Incremental Learning / JuiHsi Fu ; Sing Ling Lee
Two-View Online Learning / Tarn T. Nguyen ; Kuiyu Chang ; Siu Cheung Hui
A Generic Classifier-Ensemble Approach for Biomedical Named Entity Recognition / Zhihua Liao ; Zili Zhang
Neighborhood Random Classification / Djamel Abdelkader Zighed ; Diala Ezzeddine ; Fabien Rico
SRF: A Framework for the Study of Classifier Behavior under Training Set Mislabeling Noise / Katsiaryna Mirylenka ; George Giannakopoulos ; Themis Palpanas
Building Decision Trees for the Multi-class Imbalance Problem / T. Ryan Hoens ; Qi Qian ; Nitesh V. Chawla ; Zhi-Hua Zhou
Scalable Random Forests for Massive Data / Bingguo Li ; Xiaojun Chen ; Mark Junjie Li ; Joshua Zhexue Huang ; Shengzhong Feng
Hybrid Random Forests: Advantages of Mixed Trees in Classifying Text Data / Baoxun Xu ; Graham Williams ; Yunming Ye
Learning Tree Structure of Label Dependency for Multi-label Learning / Bin Fu ; Zhihai Wang ; Rong Pan ; Guandong Xu ; Peter Dolog
Multiple Instance Learning for Group Record Linkage / Zhichun Fu ; Jun Zhou ; Peter Christen ; Mac Boot
Incremental Set Recommendation Based on Class Differences / Yasuyuki Shirai ; Koji Tsuruma ; Yuko Sakurai ; Satoshi Oyama ; Shin-ichi Minato
Active Learning for Cross Language Text Categorization / Yue Liu ; Lin Dai ; Weitao Zhou ; Heyan Huang
Evasion Attack of Multi-class Linear Classifiers / Han Xiao ; Thomas Stibor ; Claudia Eckert
Foundation of Mining Class-Imbalanced Data / Jun Du
Active Learning with c-Certainty / Eileen A. Ni
A Term Association Translation Model for Naive Bayes Text Classification / Meng-Sung Wu ; Hsin-Min Wang
A Double-Ensemble Approach for Classifying Skewed Data Streams / Chongsheng Zhang ; Paolo Soda
Generating Balanced Classifier-Independent Training Samples from Unlabeled Data / Youngja Park ; Zijie Qi ; Suresh N. Chari ; Ian M. Molloy
Nyström Approximate Model Selection for LSSVM / Lizhong Ding ; Shizhong Liao
Exploiting Label Dependency for Hierarchical Multi-label Classification / Noor Alaydie ; Ghandan K. Reddy ; Farshad Fotouhi
Diversity Analysis on Boosting Nominal Concepts / Nida Meddouri ; Héla Khoufi ; Mondher Sadok Maddouri
Extreme Value Prediction for Zero-Inflated Data / Fan Xin ; Zubin Abraham
Learning to Diversify Expert Finding with Subtopics / Hang Su ; Jie Tang ; Wanling Hong
An Associative Classifier for Uncertain Datasets / Metanat Hooshsadat ; Osmar R. Zaïane
Unsupervised Learning: Clustering, Probabilistic Modeling
Neighborhood-Based Smoothing of External Cluster Validity Measures / Ken-ichi Fukui ; Masayuki Numao
Sequential Entity Group Topic Model for Getting Topic Flows of Entity Groups within One Document / Young-Seob Jeong ; Ho-Jin Choi
Topological Comparisons of Proximity Measures / Rafik Abdesselam ; Asmelash Hadgu
Quad-tuple PLSA: Incorporating Entity and Its Rating in Aspect Identification / Wenjuan Luo ; Fuzhen Zhuang ; Qing He ; Zhongzhi Shi
Clustering-Based κ-Anonymity / Xianmang He ; HuaHui Chen ; Yefang Chen ; Yihong Dong ; Peng Wang ; Zhenhua Huang
Unsupervised Ensemble Learning for Mining Top-n Outliers / Jun Gao ; Weiming Hu ; Zhongfei(Mark) Zhang ; Ou Wu
Towards Personalized Context-Aware Recommendation by Mining Context Logs through Topic Models / Kuifei Yu ; Baoxian Zhang ; Hengshu Zhu ; Huanhuan Cao ; Jilei Tian
Mining of Temporal Coherent Subspace Clusters in Multivariate Time Series Databases / Hardy Kremer ; Stephan Günnemann ; Arne Held ; Thomas Seidl
A Vertex Similarity Probability Model for Finding Network Community Structure / Kan Li ; Yin Pang
Hybrid-ε-greedy for Mobile Context-Aware Recommender System / Djallel Bouneffouf ; Amel Bouzeghoub ; Alda Lopes Gançarski
Unsupervised Multi-label Text Classification Using a World Knowledge Ontology / Xiaohui Tao ; Yuefeng Li ; Raymond Y.K. Lau ; Hua Wang
Semantic Social Network Analysis with Text Corpora / Dong-mei Yang ; Hui Zheng ; Ji-kun Yan ; Ye Jin
Visualizing Clusters in Parallel Coordinates for Visual Knowledge Discovery / Yang Xiang ; David Fuhry ; Ruoming Jin ; Ye Zhao ; Kun Huang
Feature Enriched Nonparametric Bayesian Co-clustering / Pu Wang ; Carlotta Domeniconi ; Huzefa Rangwala ; Kathryn B. Laskey
Shape-Based Clustering for Time Series Data / Warissara Meesrikamolkul ; Vit Niennattrakul ; Chotirat Ann Ratanamahatana
Privacy-Preserving EM Algorithm for Clustering on Social Network / Bin Yang ; Issei Sato ; Hiroshi Nakagawa
Named Entity Recognition and Identification for Finding the Owner of a Home Page / Vassilis Plachouras ; Matthieu Rivière ; Michalis Vazirgiannis
Clustering and Understanding Documents via Discrimination Information Maximization / Malik Tahir Hassan ; Asim Karim
A Semi-supervised Incremental Clustering Algorithm for Streaming Data / Maria Halkidi ; Myra Spiliopoulou ; Aikaterini Pavlou
Unsupervised Sparse Matrix Co-clustering for Marketing and Sales Intelligence / Anastasios Zouzias ; Michail Vlachos ; Nikolaos M. Freris
Expectation-Maximization Collaborative Filtering with Explicit and Implicit Feedback / Bin Wang ; Mohammadreza Rahimi ; Dequan Zhou ; Xin Wang
Author Index
Supervised Learning: Active, Ensemble, Rare-Class and Online
Time-Evolving Relational Classification and Ensemble Methods / Ryan Rossi ; Jennifer Neville
Active Learning for Hierarchical Text Classification / Xiao Li ; Da Kuang ; Charles X. Ling
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David Hutchison, Takeo Kanade
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2012
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David Hutchison, Takeo Kanade
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David Hutchison, Takeo Kanade
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Special Sessions
Methods of Classifier Fusion
Hybrid Decision Tree Architecture Utilizing Local SVMs for Multi-Label Classification / Gjorgji Madjarov ; Dejan Gjorgjevikj
Ensemble Pruning Using Harmony Search / Shina Sheen ; S.V. Aishwarya ; R. Anitha ; S.V. Raghavan ; S.M. Bhaskar
A First Study on Decomposition Strategies with Data with Class Noise Using Decision Trees / José A. Sáez ; Mikel Galar ; Julián Luengo ; Francisco Herrera
Combining the Advantages of Neural Networks and Decision Trees for Regression Problems in a Steel Temperature Prediction System / Miroslaw Kordos ; Piotr Kania ; Pawel Budzyna ; Marcin Blachnik ; Tadeusz Wieczorek ; Slawomir Golak
Transfer Learning Approach to Debt Portfolio Appraisal / Tomasz Kajdanounicz ; Slawomir Plamowski ; Przemyslaw Kazienko ; Wojciech Indyk
Generalized Weighted Majority Voting with an Application to Algorithms Having Spatial Output / Henrietta Toman ; Laszlo Kovacs ; Agnes Jonas ; Lajos Hajdu ; Andras Hajdu
HAIS for Computer Security (HAISFCS)
Towards the Reduction of Data Used for the Classification of Network Flows / Maciej Grzenda
Encrypting Digital Images Using Cellular Automata / A. Martín del Rey ; G. Rodríguez Sánchez ; A. de la Villa Cuenca
Self-Organizing Maps versus Growing Neural Gas in Detecting Data Outlines for Security Applications / Zorana Banković ; David Fraga ; Juan Carlos Vallejo ; José M. Moya
Cryptographic Applications of 3x3 Block Upper Triangular Matrices / Rafael Álvarez ; Francisco Martínez ; José-Francisco Vicent ; Antonio Zamora
Digital Chaotic Noise Using Tent Map without Scaling and Discretization Process / Ruben Vazquez-Medina ; José Luis Del-Río-Correa ; César Enrigue Rojas-López ; José Alejandro Díaz-Méndez
Data Mining: Data Preparation and Analysis
Hubness-Aware Shared Neighbor Distances for High-Dimensional k-Nearest Neighbor Classification / Nenad Tomasev ; Dunja Mladenic
Comparison of Competitive Learning for SOM Used in Classification of Partial Discharge / Rubén Jaramillo-Vacio ; Alberto Ochoa-Zezzatti ; Armando Rios-Lira
Identification of Different Types of Minority Class Examples in Imbalanced Data / Krystyna Napierala ; Jerzy Stefanowski
Non-Disjoint Discretization for Aggregating One-Dependence Estimator Classifiers / Ana M. Martínez ; Geoffrey I. Webb ; M. Julia Flores ; José A. Gámez
An Adaptive Hybrid and Cluster-Based Model for Speeding Up the k-NN Classifier / Stefanos Ougiaroglou ; Georgios Evangelidis ; Dimitris A. Dervos
A Co-evolutionary Framework for Nearest Neighbor Enhancement: Combining Instance and Feature Weighting with Instance Selection / Joaquín Derrac ; Isaac Triguero ; Salvador García
Improving Multi-label Classifiers via Label Reduction with Association Rules / Francisco Charte ; Antonio Rivera ; María José del Jesús
A GA-Based Wrapper Feature Selection for Animal Breeding Data Mining / Olgierd Unold ; Maciej Dobrowolski ; Henryk Maciejewski ; Pawel Skrobanek ; Ewa Walkowicz
A Simple Noise-Tolerant Abstraction Algorithm for Fast k-NN Classification
Hybrid Artificial Intelligence Systems in Management of Production Systems
Adaptive Inventory Control in Production Systems / Balázs Lénárt ; Katarzyna Grzybowska ; Mónika Cimer
Hybrid Artificial Intelligence System in Constraint Based Scheduling of Integrated Manufacturing ERP Systems / Izabela Rojek ; Mieczyslaw Jagodizinski
Intelligent Data Processing in Recycling of Household Appliances / Edward Chlebus ; Kamil Krot ; Michal Kuliberda ; Boleslaw Jodkowski
Assessment of Risk in a Production System with the Use of the FMEA Analysis and Linguistic Variables / Anna Burduk
Hybrid Methods Aiding Organisational and Technological Production Preparation Using Simulation Models of Nonlinear Production Systems / Arkadiusz Kowalski ; Tomasz Marut
The Concept of Intelligent System for Horizontal Transport in a Copper Ore Mine / Tomasz Chlebus ; Pawel Stefaniak
Integration Production Planning and Scheduling Systems for Determination of Transitional Phases in Repetitive Production / Damian Krenczyk ; Krzysztof Kalinowski ; Cezary Crabowik
The Hybrid Method of Knowledge Representation in a CAPP Knowledge Based System / Cezary Grabowik
Hybrid Artificial Intelligent Systems for Ordinal Regression
An Experimental Study of Different Ordinal Regression Methods and Measures / P.A. Gutiérrez ; M. Pérez-Ortiz ; F. Fernández-Navarro ; J. Sánchez-Monedero ; C. Hervás-Martínez
Neural Network Ensembles to Determine Growth Multi-classes in Predictive Microbiology / Huanhuan Chen ; P. A. Gutiérrez ; Xin Yao
Ordinal Classification Using Hybrid Artificial Neural Networks with Projection and Kernel Basis Functions / M. Dorado-Moreno
Hybrid Metaheuristics for Combinatorial Optimization and Modelling Complex Systems
A Genetic Programming Approach for Solving the Linear Ordering Problem / P. C. Pop ; O. Matei
Comparison of Fuzzy Functions for Low Quality Data GAP Algorithms / Enrique de la Cal ; José R. Villar ; Marco García-Tamargo ; Javier Sedano
A Simple Artificial Chemistry Model for Nash Equilibria Detection in Large Cournot Games / Rodica Ioana Lung ; Lucian Sturzu-Nastase
Dynamics of Networks Evolved for Cellular Automata Computation / Anca Gog ; Camelia Chira
From Likelihood Uncertainty to Fuzziness: A Possibility-Based Approach for Building Clinical DSSs / Marco Pota ; Massimo Esposito ; Giuseppe De Pietro
Combining Metaheuristic Algorithms to Solve a Scheduling Problem / Ma Belén Vaquerizo ; Bruno Baruque ; Emilio Corchado
Hybrid Computational Intelligence and Lattice Computing for Image and Signal Processing
Image Analysis Pipeline for Automatic Karyotyping / Izaro Goienetxea ; Iñigo Barandiaran ; Carlos Jauquicoa ; Grégory Maclair ; Manuel Graña
A Hybrid Gradient for n-Dimensional Images through Hyperspherical Coordinates / Ramón Moreno
A Hybrid Segmentation of Abdominal CT Images / Josu Maiora
Hybrid Computational Methods for Hyperspectral Image Analysis / Miguel A. Veganzones
Image Security and Biometrics: A Review / Ion Marqués
Cocaine Dependent Classification Using Brain Magnetic Resonance Imaging / M. Termenon ; A. Barrós-Loscertales ; J.C. Bustamante ; C. Ávila
A Non-parametric Approach for Accurate Contextual Classification of LIDAR and Imagery Data Fusion / Jorge Garcia-Gutierrez ; Daniel Mateos-Garcia ; Jose C. Riquelme-Santos
Spherical CIELab QAMs: Associative Memories Based on the CIELab System and Quantales for the Storage of Color Images / Marcos Eduardo Valle ; Peter Sussner ; Estevão Esmi
Fuzzy Associative Memories Based on Subsethood and Similarity Measures with Applications to Speaker Identification / Fábio Sakuray ; Laécio Barros
A Novel Lattice Associative Memory Based on Dendritic Computing / Gerhard X. Ritter ; Darya Chyzhyk ; Gonzalo Urcid
Vascular Section Estimation in Medical Images Using Combined Feature Detection and Evolutionary Optimization / Iván Macía
Workshop
Nonstationary Models of Patterns Recognition and Classifier Combinations
Modifications of Classification Strategies in Rule Set Based Bagging for Imbalanced Data / Krystyna Napierula
Semi-supervised Ensemble Learning of Data Streams in the Presence of Concept Drift / Zahra Ahmadi ; Hamid Beigy
Continuous User Feedback Learning for Data Capture from Business Documents / Marcel Hanke ; Klemens Muthmann ; Daniel Schuster ; Alexander Schill ; Kamil Aliyev ; Michael Berger
Evolutionary Adapted Ensemble for Reoccurring Context / Konrad Jackowski
Drift Detection and Model Selection Algorithms: Concept and Experimental Evaluation / Piotr Cal ; Michal Wozniak
Decomposition of Classification Task with Selection of Classifiers on the Medical Diagnosis Example / Robert Burduk ; Marcin Zmyslony
Ensemble of Tensor Classifiers Based on the Higher-Order Singular Value Decomposition / Boguslaw Cyganek
Combining Diverse One-Class Classifiers / Bartosz Krawczyk
Author Index
Special Sessions
Methods of Classifier Fusion
Hybrid Decision Tree Architecture Utilizing Local SVMs for Multi-Label Classification / Gjorgji Madjarov ; Dejan Gjorgjevikj
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David Hutchison, Takeo Kanade
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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Keynote Speeches
Declarative Technologies for Open Agent Systems and Beyond / Federico Chesani ; Paola Mello ; Marco Montali ; Paolo Torroni
Knowledge Representation for Automated Reasoning / Joanna Józefowska
Discovery of Processes and Their Interactions from Data and Domain Knowledge / Andrzej Skowron
Multi-Agent Systems Design and Implementation
Engaging the Dynamics of Trust in Computational Trust and Reputation Systems / Agnieszka Danek ; Joana Urbano ; Ana Paula Rocha ; Eugénio Oliveira
An Evaluation Method for Multi-Agent Systems / Pierpaolo Di Bitonto ; Maria Laterza ; Teresa Roselli ; Veronica Rossano
Trust Estimation Using Contextual Fitness
A Method for Improving Agent's Autonomy / Izabela Rejer
Service Oriented Context-Aware Software Agents for Greater Efficiency / Kutila Gunasekera ; Arkady Zaslavsky ; Shonali Krishnaswamy ; Seng Wai Loke
Methods of Task Redistribution in Multiagent Systems / Piotr Kalinowski ; Radostaw Katarzyniak
REST-A and Intercycle Messages / Michael Bergeret ; Abdelkader Gouaïch
Negotiations and Social Issues
Improving Multi-agent Negotiations Using Multi-Objective PSO Algorithm / Ahmad Esmaeili ; Nasser Mozayani
Including Notions of Fairness in Development of an Integrated Multi-agent Online Dispute Resolution Environment / Brooke Abrahams ; John Zeleznikow
Role Monitoring in Open Agent Societies
Trust and Distrust Prediction in Social Network with Combined Graphical and Review-Based Attributes / Piotr Borzymek ; Marcin Sydow
Web Services and Semantic Web
A Method for Reasoning about Complex Services within Geographic Information Systems / Piotr Grobelny
Providing Web Service of Established Quality with the Use of HTTP Requests Scheduling Methods / Krzysztof Zatwarnicki
Three-Valued Paraconsistent Reasoning for Semantic Web Agents / Linh Anh Nguyen ; Andrzej Szatas
A Framework of an Agent-Based Personal Assistant for Internet Users / Bernadetta Mianowska ; Ngoc Thanh Nguyen
Building Multiagent Environment for Military Decision Support Tools with Semantic Services / Mariusz Chmielewski ; Marcin Wilkos ; Krzysztof Wilkos
Information Flow Based Specification of Data Integration Problem / Grazyna Brzykcy
Cooperation, of Coordination and Teamwork
Cooperation of Agents in Manufacturing Systems / František Capkovic
Mitigating Human-Human Collaboration Problems Using Software Agents / Moamin Ahmed ; Mohd Sharifuddin Ahmad ; Mohd. Zaliman M. Yusoff
Team Formation and Optimization for Service Provisioning / Kresimir Jurasovic ; Mario Kusek ; Gordan Jezic
Self-adaptation Strategies to Favor Cooperation / Markus Eberling ; Hans Kleine Büning
The Effects of Local Trust Cooperation in Multiagent Systems / Thomas Schmidt
Using BDI-Agents with Coordination without Communication to Increase Lifetime, Preserving Autonomy and Flexibility in Wireless Sensor Networks / Underléa Corrêa ; Francisco Vasques ; Jomi Hübner ; Carlos Montez
Towards an Integrated Approach of Real-Time Coordination for Multi-agent Systems / Ghulam Mahdi ; Fabien Michel
Agent-Based Modeling, Simulation and Decision Making
The Influence of Call Graph Topology on the Dynamics of Telecommunication Markets / Bogumil Kaminski ; Maciej Latek
Classifying Agent Behaviour through Relational Sequential Patterns / Grazia Bombini ; Nicola Di Mauro ; Stefano Ferilli ; Floriana Esposito
Multi-agent Based Simulation of Animal Food Selective Behavior in a Pastoral System / Islem Henane ; Lamjed Ben Said ; Sameh Hadouaj ; Nasr Ragged
Movement Simulation and Management of Cooperating Objects in CGF Systems: A Case Study / Zbigniew Tarapata
Simulating Collective Intelligence of the Communities of Practice Using Agent-Based Methods / Emil Scarlat ; Iulia Maries
Using Perseus System for Modelling Epistemic Interactions / Magdalena Kacprzak ; Piotr Kulicki ; Robert Trypuz ; Katarzyna Budzynska ; Pawel Garbacz ; Marek Lechniak ; Pawel Rembelski
Agent-Based Approach in Evacuation Modeling / Jarostaw Was ; Konrad Kulakowski
Multi-Agent Applications
Core Non-emptiness Checking in Hedonic Games via Difference Logic ... / Helena Keinänen
Distributed Classification: Architecture and Cooperation Protocol in a Multi-agent System for E-Health / Nicolas Singer ; Sylvie Trouilhet ; Ali Rammal ; Jean-Marie Pecatte
Multidimensional Data Visualization Applied for User's Questionnaire Data Quality Assessment / Jarostaw Drapata ; Dmitrij Zatuchin ; Janusz Sobecki
Early Contention Notification for TCP Performance in Mobile Ad Hoc Networks / Woosuck Chang ; Chen Ni ; Geumdeok Kim ; Chonggun Kim
Agent-Based Remote Conversation Support for People with Aphasia / Kazuhiro Kuwabara ; Yuya Shimode ; Shohei Miyamoto
On the Effective Distribution of Knowledge Represented by Complementary Graphs / Leszek Kotulski ; Adam Sedziwy
Building Group Recommendations in E-learning Systems / Danuta Zakrzewska
Leader Election Based on Centrality and Connectivity Measurements in Ad Hoc Networks / Mary Wu ; Jason J. Jung
Concept of Analysing Spreading of an "Epidemics" by Means of a Multi-Agent Simulation / Bartosz Lipiéski ; Tomasz Tarnawski
A Multi-Agent System to Assist with Property Valuation Using Heterogeneous Ensembles of Fuzzy Models / Magdalena Graczyk ; Tadeusz Lasota ; Zbigniew Telec ; Bogdan Trawinski
Performance Evaluation of Multiagent Systems for Power System Topology Verification / Kazimierz Wilkosz ; Zofia Kruczkiewicz ; Tomasz Babczysnski ; Wojciech Penar
Author Index
Keynote Speeches
Declarative Technologies for Open Agent Systems and Beyond / Federico Chesani ; Paola Mello ; Marco Montali ; Paolo Torroni
Knowledge Representation for Automated Reasoning / Joanna Józefowska
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David Hutchison, Takeo Kanade
出版情報: Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
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Management and e-Business
Agent-Based Decision Making in the Electronic Marketplace: Interactive Negotiation / Sung Ho Ha
Modeling and Verifying Business Interactions via Commitments and Dialogue Actions / Mohamed El-Menshawy ; Jamal Bentahar ; Rachida Dssouli
Personalized Support for Management of Financial Instruments by Means of Software Agents / Jarogniew Rykowski
MAS Approach to Business Models Simulations: Supply Chain Management Case Study / Jacek Jakiela ; Pawel Litwin ; Marcin Olech
Analysing Bidder Performance in Randomised and Fixed-Deadline Automated Auctions / Kumaara Velan ; Erol Gelenbe
Mobile Agents and Robots
cljRobust - Clojure Programming API for Lego Mindstorms NXT / Konrad Kulakowski
Agent-Enabled Collaborative Downloading: Towards Energy-Efficient Provisioning of Group-Oriented Services / Iva Bojic ; Vedran Podobnik ; Mario Kusek
Lifespan-Aware Routing for Wireless Sensor Networks / Adam Czubak ; Jakub Wojtanowski
Machine Learning
A Machine Learning Approach to Speech Act Classification Using Function Words / James O'Shea ; Zuhair Bandar ; Keeley Crockett
Neural Networks for Solving the Superposition Problem Using Approximation Method and Adaptive Learning Rate / Théophile K. Dagba ; Villevo Adanhounmè ; Sèmiyou A. Adédjouma
Distributed Data Mining System Based on Multi-agent Communication Mechanism / Sung Gook Kim ; Kyeong Deok Woo ; Jerzy Bala ; Sung Wook Baik
Biologically Inspired Agent System Based on Spiking Neural Network / Bartlomiej Józef Dzienkowski ; Urszula Markowska-Kaczmar
Agent-Based Optimization (ABO2010)
Cooperative Optimization in Cellular Automata - Based Multiagent Systems with Spatio-temporally Generalized Prisoner's Dilemma Model / Michal Seredynski ; Romuald Kotowski ; Wojciech Maka
An Agent-Based Simulated Annealing Algorithm for Data Reduction / Ireneusz Czarnowski ; Piotr Jedrzejowicz
Feature Set Reduction by Evolutionary Selection and Construction / Katarzyna Drozdz ; Halina Kwasnicka
Iterative Method for Improving Consistency of Multi-attribute Object Judgments Performed by Teams of Decision Makers / Henryk Piech ; Urszula Bednarska
Experimental Investigation of the Synergetic Effect Produced by Agents Solving Together Instances of the Euclidean Planar Travelling Salesman Problem / Izabela Wierzbowska
Multidimentional Self-organization for Online Time-Constrained Vehicle Routing Problems / Besma Zeddini ; Mahdi Zargayouna
Cooperative Solution to the Vehicle Routing Problem / Dariusz Barbucha
AdQL - Anomaly Detection Q-Learning in Control Multi-queue Systems with QoS Constraints / Michal Stanek
Two Ensemble Classifiers Constructed from GEP-Induced Expression Trees / Joanna Jedrzejowicz
Experimental Evaluation of the A-Team Solving Instances of the RCPSP/max Problem / Ewa Ratajczak-Ropel
Agent-Enabled Social Computing (AESC2010)
Early Warning of Cardiac Problems in a Crowd / Przemyslaw Gawronski ; Khalid Saeed ; Krzysztof Kulakowski
Symmetry Approach to Evacuation Scenarios / Wieslawa Sikora ; Janusz Malinowski
Development of a Cognitive-Emotional Model for Driver Behavior / Christian Maag ; Christian Mark ; Hans-Peter Krüger
Modelling Dynamic Forgetting in Distributed Information Systems / Nicolas Höning ; Martijn C. Schut
Integrated Modeling of Cognitive Agents in Socio-technical Systems / Alexei Sharpanskykh
Digital Economy (DE2010)
Aggregated Information Representation for Technical Analysis on Stock Market with Csiszár Divergence / Ryszard Szupiluk ; Piotr Wojewnik ; Tomasz Zabkowski
Implementation of Network Oriented Manufacturing Structures / Marek Dudek ; Pawel Pawlewski
Supply Chain Arrangements in Recovery Network / Arkadiusz Kawa ; Paulina Golinska
A Study of Stock Market Trading Behavior and Social Interactions through a Multi Agent Based Simulation / Zahra Kodia ; Lamjed Ben Said ; Khaled Ghedira
e-Sourcing Cluster Strategies: Empathy vs. Egoism / Konrad Fuks
Application of Economic Order Value for Creation of Time-Defined Transactions in Web-Based Open Sourcing System / Grzegorz Klimarczyk ; Zygmunt Kopacz ; Michal Masadynski
Using Intelligent Systems for Information Technology Assessment (ISITA2010)
Ontology as a Tool for the IT Management Standards Support / Adam Czarnecki ; Cezary Orlowski
Methods of Incomplete and Uncertain Knowledge Acquisition in the Knowledge Processing Environment / Tomasz Sitek ; Rafal Rybacki
An Approach to Agent-Based Supporting System for IT Projects / Artur Ziólkowski
Doctoral Track
ACO-GA Approach to Paper-Reviewer Assignment Problem in CMS / Tomasz Kolasa ; Dariusz Król
Updatable Multi-agent OSGi Architecture for Smart Home System / Piotr Jaszczyk
An Approach to Evaluate the Impact of Web Traffic in Web Positioning / Pawel Kowalski
Agent System for Managing Distributed Mobile Interactive Documents / Magdalena Godlewska
Multiagent Means of Bandwidth Allocation for Telecommunication Market / Adam Potomski
Author Index
Management and e-Business
Agent-Based Decision Making in the Electronic Marketplace: Interactive Negotiation / Sung Ho Ha
Modeling and Verifying Business Interactions via Commitments and Dialogue Actions / Mohamed El-Menshawy ; Jamal Bentahar ; Rachida Dssouli
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David Hutchison, Takeo Kanade
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David Hutchison, Takeo Kanade
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David Hutchison, Takeo Kanade
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David Hutchison, Takeo Kanade
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David Hutchison, Takeo Kanade
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David Hutchison, Takeo Kanade
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David Hutchison, Takeo Kanade
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David Hutchison, Takeo Kanade
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David Hutchison, Takeo Kanade
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David Hutchison, Takeo Kanade
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David Hutchison, Takeo Kanade
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David Hutchison, Takeo Kanade, Association for Computing Machinery-Digital Library.
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David Hutchison, Takeo Kanade
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David Hutchison, Takeo Kanade
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David Hutchison, Takeo Kanade
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David Hutchison, Takeo Kanade
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David Hutchison, Takeo Kanade
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David Hutchison, Takeo Kanade
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David Hutchison, Takeo Kanade
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David Hutchison, Takeo Kanade
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David Hutchison, Takeo Kanade
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David Hutchison, Takeo Kanade
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David Hutchison, Takeo Kanade
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David Hutchison, Takeo Kanade
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David Hutchison, Takeo Kanade
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David Hutchison, Takeo Kanade
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David Hutchison, Michael R. Berthold, Takeo Kanade
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David Hutchison, Takeo Kanade
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David Hutchison, Takeo Kanade
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