Incremental Clustering and Novelty Detection Techniques and Their Application to Intelligent Analysis of Time Varying Information / Section 1: |
Classification Model for Data Streams Based on Similarity / Dayrelis Mena Torres ; Jesús Aguilar Ruiz ; Yanet RodrÃguez Sarabia |
Comparison of Artificial Neural Networks and Dynamic Principal Component Analysis for Fault Diagnosis / Juan Carlos Tudón-MartÃnez ; Ruben Morales-Menendez ; Luis Garza-Castañ ón ; Ricardo Ramirez-Mendoza |
Comparative Behaviour of Recent Incremental and Non-incremental Clustering Methods on Text: An Extended Study / Jean-Charles Lamirel ; Raghvendra Mall ; Mumtaz Ahmad |
Bayesian and Probabilistic Networks / Section 2: |
Fault Diagnosis in Power Networks with Hybrid Bayesian Networks and Wavelets / Luis Eduarda Garza Castañ ón ; Deneb Robles Guillén |
Learning Temporal Bayesian Networks for Power Plant Diagnosis / Pablo Hernandez-Leal ; L. Enrique Sucar ; Jesus A. Gonzalez ; Eduardo F. Morales ; Pablo H. Ibarguengoytia |
On the Fusion of Probabilistic Networks / Salem Benferhat ; Faiza Titouna |
Methodologies / Section 3: |
Basic Object Oriented Genetic Programming / Tony White ; Jinfei Fan ; Franz Oppacher |
Inferring Border Crossing Intentions with Hidden Markov Models / Gurmeet Singh ; Kishan.G. Mehrotra ; Chilukuri K. Mohan ; Thyagaraju Damarla |
Multimodal Representations, Indexing, Unexpectedness and Proteins / Broderick Crawford ; Ricardo Soto ; Mauricio Montecinos ; Carlos Castro ; Eric Monfroy ; Eric Paquet ; Herna Lydia Viktor |
A Generic Approach for Mining Indirect Association Rules in Data Streams / Wen-Yang Lin ; Yon-En Wei ; Chun-Hao Chen |
Status Quo Bias in Configuration Systems / Monika Mandl ; Alexander Felfernig ; Juha Tiihonen ; Klaus Isak |
Improvement and Estimation of Prediction Accuracy of Soft Sensor Models Based on Time Difference / Hiromasa Kaneko ; Kimito Funatsu |
Network Defense Strategies for Maximization of Network Survivability / Frank Yeong-Sung Lin ; Hong-Hsu Yen ; Pei-Yu Chen ; Ya-Fang Wen |
PryGuard: A Secure Distributed Authentication Protocol for Pervasive Computing Environment / Chowdhury Hasan ; Mohammad Adibuzzaman ; Ferdaus Kawsar ; Munirul Haque ; Sheikh Iqbal Ahamed |
Feature Extraction, Discretization, Clustering, Quantization, and Data Refinement / Section 4: |
A Global Unsupervised Data Discretization Algorithm Based on Collective Correlation Coefficient / An Zeng ; Qi-Gang Gao ; Dan Pan |
A Heuristic Data-Sanitization Approach Based on TF-IDF / Tzung-Pei Hong ; Chun-Wei Lin ; Kuo-Tung Yang ; Shyue-Liang Wang |
Discovering Patterns for Prognostics: A Case Study in Prognostics of Train Wheels / Chunsheng Yang ; Sylvain Létourneau |
Applications of Artificial Intelligence / Section 5: |
Automating the Selection of Stories for AI in the News / Liang Dong ; Reid G. Smith ; Bruce G. Buchanan |
Diagnosability Study of Technological Systems / Michel Batteux ; Philippe Dague ; Nicolas Rapin ; Philippe Fiani |
Using Ensembles of Regression Trees to Monitor Lubricating Oil Quality / Andres Bustillo ; Alberto Villar ; Eneko Gorritxategi ; Susana Ferreiro ; Juan J. RodrÃguez |
Image Processing and Other Applications / Section 6: |
Image Region Segmentation Based on Color Coherence Quantization / Guang-Nan He ; Yu-Bin Yang ; Yao Zhang ; Yang Gao ; Lin Shang |
Image Retrieval Algorithm Based on Enhanced Relational Graph / Ning Li |
Prediction-Oriented Dimensionality Reduction of Industrial Data Sets / Maciej Grzenda |
Informative Sentence Retrieval for Domain Specific Terminologies / Jia-Ling Koh ; Chin-Wei Cho |
Intelligent Techniques for Document Processing / Section 7: |
Factoring Web Tables / David W. Embley ; Mukkai Krishnamoorthy ; George Nagy ; Sharad Seth |
Document Analysis Research in the Year 2021 / Daniel Lopresti ; Bart Lamiroy |
Markov Logic Networks for Document Layout Correction / Stefano Ferilli ; Teresa M.A. Basile ; Nicola Di Mauro |
Extracting General Lists from Web Documents: A Hybrid Approach / Fabio Fumarola ; Tim Weninger ; Rick Barber ; Donato Malerba ; Jiawei Han |
Modeling and Support of Cognitive and Affective Human Processes / Section 8: |
Towards a Computational Model of the Self-attribution of Agency / Koen Hindriks ; Pascal Wiggers ; Catholijn Jonker ; Willem Haselager |
An Agent Model for Computational Analysis of Mirroring Dysfunctioning in Autism Spectrum Disorders / Yara van der Laan ; Jan Treur |
Multi-modal Biometric Emotion Recognition Using Classifier Ensembles / Ludmila I. Kuncheva ; Thomas Christy ; Iestyn Pierce ; Sa'ad P. Mansoor |
Towards a Fully Computational Model of Web-Navigation / Saraschandra Karanam ; Herre van Oostendorp ; Bipin Indurkhya |
Robotics and Navigation / Section 9: |
Stairway Detection Based on Single Camera / Motion Stereo ; Danilo Cáceres Hernández ; Taeho Kim ; Kang-Hyun Jo |
Robot with Two Ears Listens to More than Two Simultaneous Utterances by Exploiting Harmonic Structures / Yasuharu Hirasawa ; Toru Takahashi ; Tetsuya Ogata ; Hiroshi G. Okuno |
Author Index |
Incremental Clustering and Novelty Detection Techniques and Their Application to Intelligent Analysis of Time Varying Information / Section 1: |
Classification Model for Data Streams Based on Similarity / Dayrelis Mena Torres ; Jesús Aguilar Ruiz ; Yanet RodrÃguez Sarabia |
Comparison of Artificial Neural Networks and Dynamic Principal Component Analysis for Fault Diagnosis / Juan Carlos Tudón-MartÃnez ; Ruben Morales-Menendez ; Luis Garza-Castañ ón ; Ricardo Ramirez-Mendoza |