24. IEA/AIE 2011: Syracuse, NY, USA

Incremental Clustering and Novelty Detection Techniques and Their Application to Intelligent Analysis of Time Varying Information

• Dayrelis Mena Torres, Jesús S. Aguilar-Ruiz, Yanet Rodríguez Sarabia:
  Classification Model for Data Streams Based on Similarity. 1-9
  
• Juan C. Tudon Martinez, Rubén Morales-Menéndez, Luis E. Garza-Castañón, Ricardo Ramírez-Mendoza:
  Comparison of Artificial Neural Networks and Dynamic Principal Component Analysis for Fault Diagnosis. 10-18
  
• Jean-Charles Lamirel, Raghvendra Mall, Mumtaz Ahmad:
  Comparative Behaviour of Recent Incremental and Non-incremental Clustering Methods on Text: An Extended Study. 19-28
  

Bayesian and Probabilistic Networks

• Luis E. Garza-Castañón, Deneb Robles Guillén, Rubén Morales-Menéndez:
  Fault Diagnosis in Power Networks with Hybrid Bayesian Networks and Wavelets. 29-38
  
• Pablo Hernandez-Leal, Luis Enrique Sucar, Jesus A. Gonzalez, Eduardo F. Morales, Pablo H. Ibargüengoytia:
  Learning Temporal Bayesian Networks for Power Plant Diagnosis. 39-48
  
• Salem Benferhat, Faiza Titouna:
  On the Fusion of Probabilistic Networks. 49-58
  

Methodologies

• Tony White, Jinfei Fan, Franz Oppacher:
  Basic Object Oriented Genetic Programming. 59-68
  
• Gurmeet Singh, Kishan G. Mehrotra, Chilukuri K. Mohan, Thyagaraju R. Damarla:
  Inferring Border Crossing Intentions with Hidden Markov Models. 69-78
  
• Broderick Crawford, Ricardo Soto, Mauricio Montecinos, Carlos Castro, Eric Monfroy:
  A Framework for Autonomous Search in the Eclⁱps^e Solver. 79-84
  
• Eric Paquet, Herna L. Viktor:
  Multimodal Representations, Indexing, Unexpectedness and Proteins. 85-94
  
• Wen-Yang Lin, You-En Wei, Chun-Hao Chen:
  A Generic Approach for Mining Indirect Association Rules in Data Streams. 95-104
  
• Monika Mandl, Alexander Felfernig, Juha Tiihonen, Klaus Isak:
  Status Quo Bias in Configuration Systems. 105-114
  
• Hiromasa Kaneko, Kimito Funatsu:
  Improvement and Estimation of Prediction Accuracy of Soft Sensor Models Based on Time Difference. 115-124
  
• Frank Yeong-Sung Lin, Hong-Hsu Yen, Pei-Yu Chen, Ya-Fang Wen:
  Network Defense Strategies for Maximization of Network Survivability. 125-134
  
• Chowdhury Sharif Hasan, Mohammad Adibuzzaman, Ferdaus Ahmed Kawsar, Munirul M. Haque, Sheikh Iqbal Ahamed:
  PryGuard: A Secure Distributed Authentication Protocol for Pervasive Computing Environment. 135-145
  

Feature Extraction, Discretization, Clustering, Quantization, and Data Refinement

• An Zeng, Qi-Gang Gao, Dan Pan:
  A Global Unsupervised Data Discretization Algorithm Based on Collective Correlation Coefficient. 146-155
  
• Tzung-Pei Hong, Chun-Wei Lin, Kuo-Tung Yang, Shyue-Liang Wang:
  A Heuristic Data-Sanitization Approach Based on TF-IDF. 156-164
  
• Chunsheng Yang, Sylvain Létourneau:
  Discovering Patterns for Prognostics: A Case Study in Prognostics of Train Wheels. 165-175
  

Applications of Artificial Intelligence

• Liang Dong, Reid G. Smith, Bruce G. Buchanan:
  Automating the Selection of Storiesfor AI in the News. 176-185
  
• Michel Batteux, Philippe Dague, Nicolas Rapin, Philippe Fiani:
  Diagnosability Study of Technological Systems. 186-198
  
• Andrés Bustillo, Alberto Villar, Eneko Gorritxategi, Susana Ferreiro, Juan José Rodríguez:
  Using Ensembles of Regression Trees to Monitor Lubricating Oil Quality. 199-206
  

Image Processing and Other Applications

• Guang-Nan He, Yubin Yang, Yao Zhang, Yang Gao, Lin Shang:
  Image Region Segmentation Based on Color Coherence Quantization. 207-219
  
• Guang-Nan He, Yu-Bin Yang, Ning Li, Yao Zhang:
  Image Retrieval Algorithm Based on Enhanced Relational Graph. 220-231
  
• Maciej Grzenda:
  Prediction-Oriented Dimensionality Reduction of Industrial Data Sets. 232-241
  
• Jia-Ling Koh, Chin-Wei Cho:
  Informative Sentence Retrieval for Domain Specific Terminologies. 242-252
  

Intelligent Techniques for Document Processing

• David W. Embley, Mukkai S. Krishnamoorthy, George Nagy, Sharad C. Seth:
  Factoring Web Tables. 253-263
  
• Daniel P. Lopresti, Bart Lamiroy:
  Document Analysis Research in the Year 2021. 264-274
  
• Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro:
  Markov Logic Networks for Document Layout Correction. 275-284
  
• Fabio Fumarola, Tim Weninger, Rick Barber, Donato Malerba, Jiawei Han:
  Extracting General Lists from Web Documents: A Hybrid Approach. 285-294
  

Modeling and Support of Cognitive and Affective Human Processes

• Koen V. Hindriks, Pascal Wiggers, Catholijn M. Jonker, Willem F. G. Haselager:
  Towards a Computational Model of the Self-attribution of Agency. 295-305
  
• Yara van der Laan, Jan Treur:
  An Agent Model for Computational Analysis of Mirroring Dysfunctioning in Autism Spectrum Disorders. 306-316
  
• Ludmila I. Kuncheva, Thomas Christy, Iestyn Pierce, Sa'ad P. Mansoor:
  Multi-modal Biometric Emotion Recognition Using Classifier Ensembles. 317-326
  
• Saraschandra Karanam, Herre van Oostendorp, Bipin Indurkhya:
  Towards a Fully Computational Model of Web-Navigation. 327-337
  

Robotics and Navigation

• Danilo Cáceres Hernández, Taeho Kim, Kang-Hyun Jo:
  Stairway Detection Based on Single Camera by Motion Stereo. 338-347
  
• Yasuharu Hirasawa, Toru Takahashi, Tetsuya Ogata, Hiroshi G. Okuno:
  Robot with Two Ears Listens to More than Two Simultaneous Utterances by Exploiting Harmonic Structures. 348-358
  

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