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ORCID25. IEA/AIE 2012: Dalian, China
- He Jiang, Wei Ding
, Moonis Ali, Xindong Wu:
Advanced Research in Applied Artificial Intelligence - 25th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2012, Dalian, China, June 9-12, 2012. Proceedings. Lecture Notes in Computer Science 7345, Springer 2012, ISBN 978-3-642-31086-7
Section 1: Machine Learning Methods
- Qing He, Ye Duan, Danyang Zhang:
Automatic Detailed Localization of Facial Features. 1-9 - Ozer Ozdikis, Pinar Senkul, Siyamed S. Sinir:
Confidence-Based Incremental Classification for Objects with Limited Attributes in Vertical Search. 10-19 - Huaming Huang, Kishan Mehrotra, Chilukuri K. Mohan:
Algorithms for Detecting Outliers via Clustering and Ranks. 20-29 - Takuya Yoshimura, Yutaro Fujii, Takayuki Ito:
Grouping Co-occurrence Filtering Based on Bayesian Filtering. 30-39 - Chunsheng Yang, Yubin Yang, Jie Liu:
Model Fusion-Based Batch Learning with Application to Oil Spills Detection. 40-47 - Marzena Kryszkiewicz:
Efficient Determination of Binary Non-negative Vector Neighbors with Regard to Cosine Similarity. 48-57 - Katsutoshi Itoyama, Tetsuya Ogata, Hiroshi G. Okuno:
Automatic Chord Recognition Based on Probabilistic Integration of Acoustic Features, Bass Sounds, and Chord Transition. 58-67
Section 2: Cyber-Physical System for Intelligent Transportation Applications
- Hai-Guang Li, Zhao Li, Robert T. White, Xindong Wu:
A Real-Time Transportation Prediction System. 68-77 - Henry Z. Lo, Dan A. Simovici, Wei Ding:
Several Remarks on Mining Frequent Trajectories in Graphs. 78-87 - Daiheng Ni, Hong Liu, Wei Ding, Yuanchang Xie, Honggang Wang, Hossein Pishro-Nik, Qian Yu:
Cyber-Physical Integration to Connect Vehicles for Transformed Transportation Safety and Efficiency. 88-94 - Tzu-Yang Yu, Christopher Niezrecki, Farhad Ansari:
Multi-modal Remote Sensing System for Transportation Infrastructure Inspection and Monitoring. 95-103
Section 3: AI Applications
- Axel Tidemann, Finn Olav Bjørnson, Agnar Aamodt:
Operational Support in Fish Farming through Case-Based Reasoning. 104-113 - Yasser F. O. Mohammad, Yoshimasa Ohmoto, Toyoaki Nishida:
CPMD: A Matlab Toolbox for Change Point and Constrained Motif Discovery. 114-123 - Binu Muraleedharan Nair, Vijayan K. Asari:
Time Invariant Gesture Recognition by Modelling Body Posture Space. 124-133 - Xing Tan:
Go beyond the SCOPE: A Temporal Situation Calculus-Based Software Tool for Time Petri Nets. 134-143 - Xiaochen Lai, Quanli Liu, Wei Wang, Likun Li, Simin Lu, Di Wu:
An Algorithm of Channel Assignment of MAC Layer in Ad Hoc Network Based on Dynamic Game with Perfect and Complete Information. 144-155 - Dai Quoc Nguyen, Dat Quoc Nguyen, Son Bao Pham:
A Semantic Approach for Question Analysis. 156-165
Section 4: Evolutionary Algorithms, Combinatorial Optimization
- Peter Großmann, Steffen Hölldobler, Norbert Manthey, Karl Nachtigall, Jens Opitz, Peter Steinke:
Solving Periodic Event Scheduling Problems with SAT. 166-175 - Dan E. Tamir, Charles R. King, Mark McKenney:
Improving the Performance of Constructive Multi-Start Search Using Record-Keeping. 176-186 - Li Ma, Babak Forouraghi:
A Modified Particle Swarm Optimizer for Engineering Design. 187-196 - Karthik Nadig, William M. Potter, Walter D. Potter:
Homogeneous RF Coil Design Using a GA. 197-205 - Javier Pérez-Rodríguez, Alexis G. Arroyo-Peña, Nicolás García-Pedrajas:
A Comparative Study of Content Statistics of Coding Regions in an Evolutionary Computation Framework for Gene Prediction. 206-215 - My Ha Le, Andrey Vavilin, Sung-Min Yang, Kang-Hyun Jo:
Enhancing Point Clouds Accuracy of Small Baseline Images Based on Convex Optimization. 216-225 - He Jiang, Yan Hu:
Subset Quadratic Assignment Problem. 226-230
Section 5: Modeling and Support of Cognitive and Affective Human Processes
- Guanghua Song, Zhitang Li, Hao Tu:
Forward or Ignore: User Behavior Analysis and Prediction on Microblogging. 231-241 - Catholijn M. Jonker, M. Birna van Riemsdijk, Iris van de Kieft, Maria L. Gini:
Compositionality of Team Mental Models in Relation to Sharedness and Team Performance. 242-251
Section 6: Data Mining and Computational Intelligence for Digital Forensics and Information Assurance
- Ram B. Basnet, Andrew H. Sung, Qingzhong Liu:
Feature Selection for Improved Phishing Detection. 252-261 - Qingzhong Liu, Xiaodong Li, Lei Chen, Hyuk Cho, Peter A. Cooper, Zhongxue Chen, Mengyu Qiao, Andrew H. Sung:
Identification of Smartphone-Image Source and Manipulation. 262-271 - Hyuk Cho, Deepthi Mandava, Qingzhong Liu, Lei Chen, Sangoh Jeong, Doreen Cheng:
Situation-Aware on Mobile Phone Using Co-clustering: Algorithms and Extensions. 272-282
Section 7: Natural Language Processing and Its Applications
- Mostafa Parchami, Bahareh Akhtar, Mirhossein Dezfoulian:
Persian Text Classification Based on K-NN Using Wordnet. 283-291 - Sina Lin, Zengchang Qin, Zehua Huang, Tao Wan:
An Efficient Minimum Vocabulary Construction Algorithm for Language Modeling. 292-301 - David Hinote, Carlos Ramírez, Ping Chen:
Effective Co-reference Resolution in Clinical Text. 302-312 - Hui-Ngo Goh, Lay-Ki Soon, Su-Cheng Haw:
VAHA: Verbs Associate with Human Activity - A Study on Fairy Tales. 313-322
Section 8: Social Network and Its Applications
- Elnaz Davoodi, Keivan Kianmehr:
A Semantic-Based Social Network of Academic Researchers. 323-332 - Zheng Chen, Lei Wu, Jiansong Zhang, Xuemei Hu, Yang Xu:
Heuristic Resource Discovery in P2P Network. 333-342
Section 9: Mission-Critical Applications and Case Studies of Intelligent Systems
- Yoshihiro Mitani, Yusuke Fujita, Naofumi Matsunaga, Yoshihiko Hamamoto:
The Use of a Local Histogram Feature Vector of Classifying Diffuse Lung Opacities in High-Resolution Computed Tomography. 343-350 - Zhiwen Yu, Hantao Chen, Jane You, Le Li, Guoqiang Han:
SOM 2 CE: Double Self-Organizing Map Based Cluster Ensemble Framework and its Application in Cancer Gene Expression Profiles. 351-360 - Hao Wang, Qingwei Liu, Tangjian Deng, Ling Feng:
A Context-Aware Enterprise Search Engine for Aviation. 361-370 - Tibor Bosse, Nataliya M. Mogles:
Formal Analysis of Aviation Incidents. 371-380
Section 10: AI Methods
- Yasser F. O. Mohammad, Yoshimasa Ohmoto, Toyoaki Nishida:
Common Sensorimotor Representation for Self-initiated Imitation Learning. 381-390 - Frank Yeong-Sung Lin, Pei-Yu Chen, Quen-Ting Chen:
Near-Optimal Evaluation of Network Survivability under Multi-stage Attacks. 391-399 - Ricardo Soto, Håkan Kjellerstrand, Juan Gutiérrez, Alexis López, Broderick Crawford, Éric Monfroy:
Solving Manufacturing Cell Design Problems Using Constraint Programming. 400-406 - Wojciech A. Lorkiewicz, Grzegorz Skorupa, Radoslaw P. Katarzyniak:
A Pragmatic Approach to Grounding Data Computation for Modal Statements. 407-416 - Yasser F. O. Mohammad, Yoshimasa Ohmoto, Toyoaki Nishida:
G-SteX: Greedy Stem Extension for Free-Length Constrained Motif Discovery. 417-426
Section 11: Sentiment Analysis for Asian Languages
- Cheng-Yu Lu, William W. Y. Hsu, Jan-Ming Ho:
Event-Level Textual Emotion Sensing Based on Common Action Distributions between Event Participants. 427-436 - Erik Cambria, Amir Hussain, Tariq S. Durrani, Jiajun Zhang:
Towards a Chinese Common and Common Sense Knowledge Base for Sentiment Analysis. 437-446 - Dipankar Das, Sagnik Roy, Sivaji Bandyopadhyay:
Emotion Tracking on Blogs - A Case Study for Bengali. 447-456
Section 12: Aspects on Cognitive Computing and Intelligent Interaction
- Petr Sosnin:
Pseudo-code Programming of Designer Activities in Development of Software Intensive Systems. 457-466 - Yutaka Watanobe, Lin Gu, Nikolay N. Mirenkov:
Intelligent Aspects of AIDA Programming. 467-476 - Roberto Revetria, Alessandro Catania A., Lucia Cassettari, Guido Guizzi, Elpidio Romano, Teresa Murino, Giovanni Improta, Hamido Fujita:
Improving Healthcare Using Cognitive Computing Based Software: An Application in Emergency Situation. 477-490 - Wojtek Kowalczyk, C. Natalie van der Wal:
Detecting Changing Emotions in Natural Speech. 491-500 - Azizi Ab Aziz, Jan Treur, C. Natalie van der Wal:
An Ambient Agent Model for Support of Informal Caregivers during Stress. 501-513 - Kohei Sugawara, Hamido Fujita:
Interruption Theory for Improving Work Efficiency by Reasoning Workflow. 514-520 - Mark Hoogendoorn, Robbert-Jan Merk:
Action Selection Using Theory of Mind: A Case Study in the Domain of Fighter Pilot Training. 521-533 - Alejandro Peña Ayala, Riichiro Mizoguchi:
Intelligent Decision-Making Approach Based on Fuzzy-Causal Knowledge and Reasoning. 534-543
Section 13: Spatio-temporal Data Mining, Structured Learning and Their Applications
- Andrey Vavilin, Le-My Ha, Kang-Hyun Jo:
Camera Motion Estimation and Moving Object Detection Based on Local Feature Tracking. 544-552 - Dawei Wang, Wei Ding, Tomasz F. Stepinski, Josue Salazar, Henry Z. Lo, Melissa Morabito:
Optimization of Criminal HotSpots Based on Underlying Crime Controlling Factors Using Geospatial Discriminative Pattern. 553-562 - Anthony Y. Chang:
Spatio-temporal Reasoning with Qualitative and Quantitative Information about Constraints and Approximations. 563-573
Section 14: Decision Making and Knowledge Based Systems
- Jan Treur, Muhammad Umair:
A Human-Like Agent Model for Attribution of Actions Using Ownership States and Inverse Mirroring. 574-585 - Kazuto Sasai, Gen Kitagata, Tetsuo Kinoshita:
Fault Resolution Support Based on Activated Knowledge and Information. 586-595 - Harumi Murakami, Kenta Mitsuhashi, Keita Senba:
Creating User's Knowledge Space from Various Information Usages to Support Human Recollection. 596-605
Section 15: Pattern Recognition
- Oliviu Matei, Petrica C. Pop, Honoriu Valean:
A Robust Approach to Digit Recognition in Noisy Environments. 606-615 - Bai-En Shie, Ji-Hong Cheng, Kun-Ta Chuang, Vincent S. Tseng:
A One-Phase Method for Mining High Utility Mobile Sequential Patterns in Mobile Commerce Environments. 616-626 - Jerzy Martyna:
The Use of Shapley Value to Power Allocation Games in Cognitive Radio Networks. 627-636 - Show-Jane Yen, Yue-Shi Lee:
Mining Time-Gap Sequential Patterns. 637-646 - Chun-Ming Tsai:
Intelligent Post-processing via Bounding-Box-Based Morphological Operations for Moving Objects Detection. 647-657
Section 16: Agent Based Systems
- Tibor Bosse, Rianne van Lambalgen, Peter-Paul van Maanen, Jan Treur:
An Integrated Agent Model for Attention and Functional State. 658-668 - Jinwei Hu, Khaled M. Khan, Yun Bai, Yan Zhang:
Tracking and Constraining Authorization Provenance. 669-678 - Hiroki Nakagawa, Akihiko Nagai, Takayuki Ito:
A Framework for Collaborative Business Development Based on Middle Agent Model. 679-688 - Xiaowei Zhao, Haoxiang Xia, Hong Yu, Linlin Tian:
Agents' Cooperation Based on Long-Term Reciprocal Altruism. 689-698 - Dai Quoc Nguyen, Dat Quoc Nguyen, Son Bao Pham:
A Vietnamese Text-Based Conversational Agent. 699-708
Section 17: Decision Making Techniques and Innovative Knowledge Management
- Yu-Chien Ko, Hamido Fujita, Gwo-Hshiung Tzeng:
Using DRSA and Fuzzy Measure to Enlighten Policy Making for Enhancing National Competitiveness by WCY 2011. 709-719 - Chi-Yo Huang, Po-Yen Wang, Gwo-Hshiung Tzeng:
Evaluating Top Information Technology Firms in Standard and Poor's 500 Index by Using a Multiple Objective Programming Based Data Envelopment Analysis. 720-730 - Chi-Yo Huang, Ming-Jenn Wu, Yu-Wei Liu, Gwo-Hshiung Tzeng:
Using the DEMATEL Based Network Process and Structural Equation Modeling Methods for Deriving Factors Influencing the Acceptance of Smart Phone Operation Systems. 731-741 - Chia-Li Lin:
Determine the Service Value Position for Package Tour Plan Based on a Novel MCDM Approach. 742-753
Section 18: Machine Learning Applications
- Ze-Huan Yuan, Lu Tong, Hao-Yi Zhou, Chen Bin, Jia-Ning Li:
Incremental 3D Reconstruction Using Bayesian Learning. 754-763 - Anis Yazidi, Ole-Christoffer Granmo, B. John Oommen:
A Stochastic Search on the Line-Based Solution to Discretized Estimation. 764-773 - Anis Yazidi, Ole-Christoffer Granmo, B. John Oommen, Morten Goodwin Olsen:
A Hierarchical Learning Scheme for Solving the Stochastic Point Location Problem. 774-783 - Xuan Zhang, Ole-Christoffer Granmo, B. John Oommen:
Discretized Bayesian Pursuit - A New Scheme for Reinforcement Learning. 784-793 - Xiaochen Lai, Kuanjiu Zhou, Likun Li, Lemin Tang, Yanshuang Yao, Liang Yu:
A Method of Software Defects Mining Based on Static Analysis. 794-807 - Hong Yu, Xianchao Zhang, Yuansheng Yang, Xiaowei Zhao, Lei Cai:
An Extended ISOMAP by Enhancing Similarity for Clustering. 808-815 - Yukang Jin, Tong Lu, Feng Su:
Movie Keyframe Retrieval Based on Cross-Media Correlation Detection and Context Model. 816-825
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