Abdul Sattar, Byeong Ho Kang (Eds.):
AI 2006: Advances in Artificial Intelligence, 19th Australian Joint Conference on Artificial Intelligence, Hobart, Australia, December 4-8, 2006, Proceedings.
Lecture Notes in Computer Science 4304 Springer 2006, ISBN 3-540-49787-0 BibTeX
Invited Talks
Regular Papers
Foundations and Knowledge Based System
Knowledge Representation and Reasoning
- Chiu Wo Choi, Warwick Harvey, J. H. M. Lee, Peter J. Stuckey:
Finite Domain Bounds Consistency Revisited.
49-58
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- Yat Chiu Law, Jimmy Ho-Man Lee, M. H. C. Woo:
Speeding Up Weighted Constraint Satisfaction Using Redundant Modeling.
59-68
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- Xiangyu Luo, Kaile Su, Abdul Sattar, Mark Reynolds:
Verification of Multi-agent Systems Via Bounded Model Checking.
69-78
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- Dongmo Zhang, Yan Zhang:
Logical Properties of Belief-Revision-Based Bargaining Solution.
79-89
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- Maurice Pagnucco:
Knowledge Compilation for Belief Change.
90-99
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- Sung-Kwun Oh, Keon-Jun Park, Witold Pedrycz:
Design Methodologies of Fuzzy Set-Based Fuzzy Model Based on GAs and Information Granulation.
100-109
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- Pakornpong Pothipruk, Guido Governatori:
ALE Defeasible Description Logic.
110-119
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- Catherine Howard, Markus Stumptner:
Representation and Reasoning for Recursive Probability Models.
120-130
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- Abhaya C. Nayak, Yin Chen, Fangzhen Lin:
Forgetting and Knowledge Update.
131-140
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Machine Learning
- Peter Vamplew, Robert Ollington, Mark Hepburn:
Enhanced Temporal Difference Learning Using Compiled Eligibility Traces.
141-150
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- Kevin Leung, France Cheong:
A Simple Artificial Immune System (SAIS) for Generating Classifier Systems.
151-160
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- Chen Zhang, Yanchun Liang, Wei Xiong, Hongwei Ge:
Selection for Feature Gene Subset in Microarray Expression Profiles Based on an Improved Genetic Algorithm.
161-169
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- Justin Bedo, Conrad Sanderson, Adam Kowalczyk:
An Efficient Alternative to SVM Based Recursive Feature Elimination with Applications in Natural Language Processing and Bioinformatics.
170-180
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- Remco R. Bouckaert:
Efficient AUC Learning Curve Calculation.
181-191
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- Rodney T. O'Donnell, Lloyd Allison, Kevin B. Korb:
Learning Hybrid Bayesian Networks by MML.
192-203
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- Bor-Chen Kuo, Hsin-Hua Ho, Cheng-Hsuan Li, Ya-Yuan Chang:
A Novel Nearest Neighbor Classifier Based on Adaptive Nonparametric Separability.
204-213
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- Michael Horton, R. Mike Cameron-Jones, Raymond Williams:
Virtual Attribute Subsetting.
214-223
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- Cheng Bo, Zhenyu Guo, Zhifeng Bai, Binggang Cao:
Parallel Chaos Immune Evolutionary Programming.
224-232
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- James S. J. Wong, Tatjana Zrimec:
Classification of Lung Disease Pattern Using Seeded Region Growing.
233-242
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- Remco R. Bouckaert:
Voting Massive Collections of Bayesian Network Classifiers for Data Streams.
243-252
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- Mamatha Rudrapatna, Arcot Sowmya:
Feature Weighted Minimum Distance Classifier with Multi-class Confidence Estimation.
253-263
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- Tasadduq Imam, Kai Ming Ting, Joarder Kamruzzaman:
z-SVM: An SVM for Improved Classification of Imbalanced Data.
264-273
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Connectionist AI
Data Mining
- Xiaoyuan Qian, James Bailey, Christopher Leckie:
Mining Generalised Emerging Patterns.
295-304
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- Sung Woo Shin, Chi Hoon Lee:
Using Attack-Specific Feature Subsets for Network Intrusion Detection.
305-311
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- Dalton Lunga, Tshilidzi Marwala:
Time Series Analysis Using Fractal Theory and Online Ensemble Classifiers.
312-321
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- T. Maheswaran, J. G. Sanjayan, David L. Dowe, Peter J. Tan:
MML Mixture Models of Heterogeneous Poisson Processes with Uniform Outliers for Bridge Deterioration.
322-331
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- Kumiko Ishida, Tomoyuki Uchida, Kayo Kawamoto:
Extracting Structural Features Among Words from Document Data Streams.
332-341
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- Eric Bae, James Bailey, Guozhu Dong:
Clustering Similarity Comparison Using Density Profiles.
342-351
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- Jinlong Wang, Congfu Xu:
Efficient Mining of Frequent Itemsets in Distorted Databases.
352-361
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- Shawkat Ali, Kate Amanda Smith-Miles:
Improved Support Vector Machine Generalization Using Normalized Input Space.
362-371
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- Sang-Kyun Noh, Yong-Min Kim, DongKook Kim, Bong-Nam Noh:
An Efficient Similarity Measure for Clustering of Categorical Sequences.
372-382
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- Ashkan Sami, Ryoichi Nagatomi, Makoto Takahashi, Takeshi Tokuyama:
SDI: Shape Distribution Indicator and Its Application to Find Interrelationships Between Physical Activity Tests and Other Medical Measures.
383-392
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Intelligent Agents
Cognition and User Interface
Vision and Image Processing
- Oguz Altun, Songül Albayrak, Ali Ekinci, Behzat Bükün:
Turkish Fingerspelling Recognition System Using Axis of Least Inertia Based Fast Alignment.
473-481
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- Jun Kong, Huijie Xin, Yinghua Lu, Bingbing Li, Yanwen Li:
Vehicle Tracking and Traffic Parameter Extraction Based on Discrete Wavelet Transform.
482-490
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- Yongtae Do:
Neural Net Based Division of an Image Blob of People into Parts of Constituting Individuals.
491-499
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- Ju Cheng Yang, Sook Yoon, Dong-Sun Park:
Applying Learning Vector Quantization Neural Network for Fingerprint Matching.
500-509
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- Shuguang Zhao, Jun Zhao, Yuan Wang, Xinlin Fu:
Moving Object Detecting Using Gradient Information, Three-Frame-Differencing and Connectivity Testing.
510-518
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- Nathan Faggian, Andrew P. Paplinski, Jamie Sherrah:
3D Morphable Model Parameter Estimation.
519-528
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- Yong Ho Hwang, Hyun-Ki Hong:
Reconstructing Illumination Environment by Omnidirectional Camera Calibration.
529-535
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- Mun-Ho Jeong, Bum-Jae You, Wang-Heon Lee:
Color Region Tracking Against Brightness Changes.
536-545
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Natural Language Processing and Web Intelligence
Neural Networks
- Jihyun Kim, Sanghyeok Seo, Sung-Shick Kim:
Neural Networks Fusion to Overlay Control System for Lithography Process.
587-596
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- Abir Jaafar Hussain, Adam Knowles, Paulo J. G. Lisboa, Wael El-Deredy, Dhiya Al-Jumeily:
Polynomial Pipelined Neural Network and Its Application to Financial Time Series Prediction.
597-606
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- Kyong Joo Oh, Tae Yoon Kim, Chiho Kim, Suk Jun Lee:
Using Neural Networks to Tune the Fluctuation of Daily Financial Condition Indicator for Financial Crisis Forecasting.
607-616
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- Somesh Selvaratnam, Michael Kirley:
Predicting Stock Market Time Series Using Evolutionary Artificial Neural Networks with Hurst Exponent Input Windows.
617-626
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Search and Planning
Robotics
AI Applications
- Qi Xiaogang, Liu Lifang, Liu Sanyang:
A Novel Evolutionary Algorithm for Multi-constrained Path Selection.
699-708
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- Wenyin Gong, Zhihua Cai, Charles X. Ling:
ODE: A Fast and Robust Differential Evolution Based on Orthogonal Design.
709-718
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- Bailing Zhang:
Cancer Classification by Kernel Principal Component Self-regression.
719-728
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- Dong-Chul Park, Chung-Nguyen Tran, Yunsik Lee:
Content-Based Classification of Images Using Centroid Neural Network with Divergence Measure.
729-738
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- Surgwon Sohn, GeunSik Jo:
Solving a Constraint Satisfaction Problem for Frequency Assignment in Low Power FM Broadcasting.
739-748
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- Chien-Chang Hsu, Yao-Wen Tang:
An Intelligent Mobile Learning System for On-the-Job Training of Luxury Brand Firms.
749-759
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- Konstantinos E. Parsopoulos, Michael N. Vrahatis:
Studying the Performance of Unified Particle Swarm Optimization on the Single Machine Total Weighted Tardiness Problem.
760-769
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- Hyeyoung Park, Minkook Cho:
Classification of Bio-data with Small Data Set Using Additive Factor Model and SVM.
770-779
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- Ding Mingli, Dai Dongxue, Wang Qi:
Study of Dynamic Decoupling Method for Multi-axis Sensor Based on Niche Genetic Algorithm.
780-789
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- Hyun-Jun Kim, Jenu Shrestha, Heung-Nam Kim, GeunSik Jo:
User Action Based Adaptive Learning with Weighted Bayesian Classification for Filtering Spam Mail.
790-798
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- Wenping Ma, Ronghua Shang, Licheng Jiao:
A Novel Clonal Selection Algorithm for Face Detection.
799-807
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- Insu Song, Guido Governatori:
Hardware Implementation of Temporal Nonmonotonic Logics.
808-817
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- Ho-Sung Park, Sung-Kwun Oh, Tae-Chon Ahn:
Improvement of HSOFPNN Using Evolutionary Algorithm.
818-825
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- Andrew Vande Moere, Justin James Clayden, Andy Dong:
Data Clustering and Visualization Using Cellular Automata Ants.
826-836
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- Orhan Feyzioglu, Gülçin Büyüközkan:
A Neuro-fuzzy Inference System for the Evaluation of New Product Development Projects.
837-846
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- Jianmin Zhang, Sikun Li, ShengYu Shen:
Extracting Minimum Unsatisfiable Cores with a Greedy Genetic Algorithm.
847-856
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- Jiah-Shing Chen, Yao-Tang Lin:
A Partitioned Portfolio Insurance Strategy by Relational Genetic Algorithm.
857-866
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- Tamjidul Hoque, Madhu Chetty, Laurence S. Dooley:
A Hybrid Genetic Algorithm for 2D FCC Hydrophobic-Hydrophilic Lattice Model to Predict Protein Folding.
867-876
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- Xin Jin, Yi Liu, Jie Ren, Anbang Xu, Rongfang Bie:
Locality Preserving Projection on Source Code Metrics for Improved Software Maintainability.
877-886
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- Sung Woo Shin, Kun Chang Lee, Süleyman Bilgin Kiliç:
Ensemble Prediction of Commercial Bank Failure Through Diversification of Input Features.
887-896
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PART II:
Regular Papers (5-7 Pages)
- Kwan-Woong Kim, Jeong-Soo Lee, Kyoung-Jun Hwang, Yong-Kab Kim, Mike Myung-Ok Lee, Kyung-Taek Chung, Byoung-Sil Chon:
LRCA: Enhanced Energy-Aware Routing Protocol in MANETs.
897-901
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- Hyongeun Choi, Tae-Hyung Kim:
Enabling Agent Oriented Programming Using CORBA-Based Object Interconnection Technology for Ubiquitous Computing.
902-906
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- LingNing Li, Peng Han, Fan Yang:
An Improved E-Learner Communities Self-organizing Algorithm Based on Hebbian Learning Law.
907-911
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- Ho Seok Moon, Myoungho Oh:
An Expert System for Recovering Broken Relics Using 3-D Information.
912-916
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- Kang Hu, Jinshu Li, Jing Liu, Licheng Jiao:
Permutation Flow-Shop Scheduling Based on Multiagent Evolutionary Algorithm.
917-921
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- Ahmet Alkan, Yasar Guneri Sahin, Bekir Karlik:
A Novel Mobile Epilepsy Warning System.
922-928
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- Keum-Sung Hwang, Sung-Bae Cho:
Modular Bayesian Networks for Inferring Landmarks on Mobile Daily Life.
929-933
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- Z. X. Guo, W. K. Wong, S. Y. S. Leung, J. T. Fan, S. F. Chan:
A Bi-level Genetic Algorithm for Multi-objective Scheduling of Multi- and Mixed-Model Apparel Assembly Lines.
934-941
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- Jane Brennan, Eric Martin:
Membership Functions for Spatial Proximity.
942-949
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- Sadiq M. Sait, Mohammed H. Sqalli, Mohammed Aijaz Mohiuddin:
Engineering Evolutionary Algorithm to Solve Multi-objective OSPF Weight Setting Problem.
950-955
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- Adnan Khashman:
Intelligent Face Recognition: Local Versus Global Pattern Averaging.
956-961
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- Simon Huband, R. Lyndon While, David Tuppurainen, Philip Hingston, Luigi Barone, Ted Bearman:
Economic Optimisation of an Ore Processing Plant with a Constrained Multi-objective Evolutionary Algorithm.
962-969
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- Ersoy Kelebekler, Melih Inal:
White and Color Noise Cancellation of Speech Signal by Adaptive Filtering and Soft Computing Algorithms.
970-975
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- Seong-Keon Lee, Seohoon Jin, Hyun-Cheol Kang, Sang-Tae Han:
A Study on Time-of-Day Patterns for Internet User Using Recursive Partitioning Methods.
976-980
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- Kyung Ho Lee, June Oh, Jong Hoon Park:
Development of Data Miner for the Ship Design Based on Polynomial Genetic Programming.
981-985
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- Tatiana Raffaelli, Adriana V. R. Silva, Maurício Marengoni:
Detecting Giant Solar Flares Based on Sunspot Parameters Using Bayesian Networks.
986-991
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- Hyung-Sang Cho, Jayoung J. Goo, Dongjun Suh, Kyoung Shin Park, Minsoo Hahn:
The Virtual Reality Brain-Computer Interface System for Ubiquitous Home Control.
992-996
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- Eun-sil Lee, Do-Hyun Nam, Youngseo Kim, Tai-sung Hur, Yoseop Woo, Hongki Min:
Verb Prediction and the Use of Particles for Generating Sentences in AAC System.
997-1001
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- Xin Geng, Gang Li, Yangdong Ye, Yiqing Tu, Honghua Dai:
Abnormal Behavior Detection for Early Warning of Terrorist Attack.
1002-1009
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- Yinghua Lu, Qiushi Zhao, Jun Kong, Changhua Tang, Yanwen Li:
A Two-Stage Region-Based Image Retrieval Approach Using Combined Color and Texture Features.
1010-1014
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- Marina Sokolova, Nathalie Japkowicz, Stan Szpakowicz:
Beyond Accuracy, F-Score and ROC: A Family of Discriminant Measures for Performance Evaluation.
1015-1021
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- Jianhua Yang, Ickjai Lee:
Hybrid O(n Ön) Clustering for Sequential Web Usage Mining.
1022-1026
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- Andrei Kelarev, Byeong Kang, Dorothy Steane:
Clustering Algorithms for ITS Sequence Data with Alignment Metrics.
1027-1031
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- Unil Yun:
A Pruning Technique to Discover Correlated Sequential Patterns in Retail Databases.
1032-1036
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- Yang Jin, Wanli Zuo:
Clustering Categorical Data Using Qualified Nearest Neighbors Selection Model.
1037-1041
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- Bharat Bhasker, Ho-Hyun Park, Jaehwa Park, Hyong-Soon Kim:
Product Recommendations for Cross-Selling in Electronic Business.
1042-1047
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- Yanchang Zhao, Chengqi Zhang, Shichao Zhang:
Enhancing DWT for Recent-Biased Dimension Reduction of Time Series Data.
1048-1053
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- Jin-Guk Jung, Supratip Ghose, GeunSik Jo:
Mining Large Patterns with Profit-Based Support in e-Commerce.
1054-1058
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- Joel Scanlan, Jacky Hartnett, Raymond Williams:
DynamicWEB: Profile Correlation Using COBWEB.
1059-1063
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- Rohan A. Baxter:
Finding Robust Models Using a Stratified Design.
1064-1068
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- Yanrong Li, Raj P. Gopalan:
Clustering Transactional Data Streams.
1069-1073
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- Jiye Liang, Yuhua Qian:
Axiomatic Approach of Knowledge Granulation in Information System.
1074-1078
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- Susana Montero, Paloma Díaz, Ignacio Aedo, Laura Montells Higuero:
Spreading Design Patterns with Semantic Web Technologies.
1079-1083
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- Akara Prayote, Paul Compton:
Detecting Anomalies and Intruders.
1084-1088
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- Yang Sok Kim, Byeong Ho Kang, Young Ju Choi, Sung Sik Park, Gil Cheol Park, Seoksoo Kim:
User Behavior Analysis of the Open-Ended Document Classification System.
1089-1095
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- Li Li, Yun Yang:
An Agent-Based Ontological Approach for Information Reorganisation.
1096-1100
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- Fu-Leung Cheng, Thomas Eiter, Nathan Robinson, Abdul Sattar, Kewen Wang:
LPForget: A System of Forgetting in Answer Set Programming.
1101-1105
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- Youngim Jung, Soonhee Hwang, Ae-sun Yoon, Hyuk-Chul Kwon:
Formalization of Ontological Relations of Korean Numeral Classifiers.
1106-1110
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- Ekaterina Ovchinnikova, Kai-Uwe Kühnberger:
Adaptive ALE-TBox for Extending Terminological Knowledge.
1111-1115
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- Farah Benamara, Souhila Kaci:
Preference Reasoning in Advanced Question Answering Systems.
1116-1121
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- Matthew Spencer, John McCullagh, Tim Whitfort:
Clustering Data Manipulation Method for Ensembles.
1122-1126
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- Alberto Guillén, Ignacio Rojas, Jesús González, Héctor Pomares, Luis Javier Herrera, Ben Paechter:
Improving the Performance of Multi-objective Genetic Algorithm for Function Approximation Through Parallel Islands Specialisation.
1127-1132
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- Remco R. Bouckaert, Michael Goebel, Patricia J. Riddle:
Generalized Unified Decomposition of Ensemble Loss.
1133-1139
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- Dingfang Li, Wenchao Hu:
Feature Selection with RVM and Its Application to Prediction Modeling.
1140-1144
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- Shuang-Cheng Wang, Xiao-Lin Li, Hai-Yan Tang:
Hybrid Data Clustering Based on Dependency Structure and Gibbs Sampling.
1145-1151
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- Mikhail Petrovskiy, Valentina Glazkova:
Linear Methods for Reduction from Ranking to Multilabel Classification.
1152-1156
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- Qing Li, Licheng Jiao, Shuiping Gou:
Wavelet Kernel Matching Pursuit Machine.
1157-1161
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- Rodney T. O'Donnell, Ann E. Nicholson, B. Han, Kevin B. Korb, M. J. Alam, Lucas R. Hope:
Causal Discovery with Prior Information.
1162-1167
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- Gang Zheng, Wanqing Li, Philip Ogunbona, Liju Dong, Igor Kharitonenko:
Simulation of Human Motion for Learning and Recognition.
1168-1172
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- Han Liang, Yuhong Yan:
Lazy Learning for Improving Ranking of Decision Trees.
1173-1178
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- Yi Guo, Junbin Gao, Paul Wing Hing Kwan:
Kernel Laplacian Eigenmaps for Visualization of Non-vectorial Data.
1179-1183
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- Rui Wu:
An Evolutionary Approach for Clustering User Access Patterns from Web Logs.
1184-1188
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- Zhi-Qiang Zeng, Ji Gao, Hang Guo:
Simplified Support Vector Machines Via Kernel-Based Clustering.
1189-1195
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- Xiaolong Zhang, Xiaoli Lin:
Protein Folding Prediction Using an Improved Genetic-Annealing Algorithm.
1196-1200
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- Katsushi Inata, Tetsuhiro Miyahara, Hiroaki Ueda, Kenichi Takahashi:
Evolution of Characteristic Tree Structured Patterns from Semistructured Documents.
1201-1207
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- Menno van Zaanen, Simon Zwarts:
Unsupervised Measurement of Translation Quality Using Multi-engine, Bi-directional Translation.
1208-1214
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- Ingrid Zukerman, Michael Niemann, Sarah George, Yuval Marom:
Probabilistic, Multi-staged Interpretation of Spoken Utterances.
1215-1220
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- Zhonglai Wang, Jingqi Xiong, Qiang Miao, Bo Yang, Dan Ling:
New Hybrid Real-Coded Genetic Algorithm.
1221-1225
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- Kyongho Min, William H. Wilson:
Comparison of Numeral Strings Interpretation: Rule-Based and Feature-Based N-Gram Methods.
1226-1230
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- Byung Joo Park, Hyung Rim Choi, Hae Kyoung Kwon, Moo Hong Kang:
Simulation Analysis on Effective Operation of Handling Equipments in Automated Container Terminal.
1231-1238
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- Serafettin Alpay, Nihat Yüzügüllü:
A Study of Factors Affecting Due Date Predictibility for On-Time Delivery in a Dynamic Job Shop.
1239-1245
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- Hamed Rahimov, Mohammad-Reza Jahed Motlagh, Nasser Mozayani:
A New Learning Method for S-GCM.
1246-1251
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- B. John Oommen, Ole-Christoffer Granmo, Asle Pedersen:
Empirical Verification of a Strategy for Unbounded Resolution in Finite Player Goore Games.
1252-1258
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- John Thornton, Torbjorn Gustafsson, Michael Blumenstein, Trevor Hine:
Robust Character Recognition Using a Hierarchical Bayesian Network.
1259-1264
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- Lingzhong Zhao, Tianlong Gu, Junyan Qian, Guoyong Cai:
On the New Application of Call Patterns to CPM Testing of Prolog Programs.
1265-1270
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- M. Ghayoumi, P. Porkar Rezayeyeh, M. H. Korayem:
Correlation Error Reduction of Images in Stereo Vision with Fuzzy Method and Its Application on Cartesian Robot.
1271-1275
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- Bahadorreza Ofoghi, John Yearwood, Ranadhir Ghosh:
A Hybrid Question Answering Schema Using Encapsulated Semantics in Lexical Resources.
1276-1280
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- Bok Keun Sun, Je Ryu, Kwang-Rok Han:
Structure Detection System from Web Documents Through Backpropagation Network Learning.
1281-1287
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- Taek-Hun Kim, Sung-Bong Yang:
An Effective Recommendation Algorithm for Improving Prediction Quality.
1288-1292
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- Zi Lu, Jie Lu, Chenggang Bai, Guangquan Zhang:
Customer Online Shopping Behaviours Analysis Using Bayesian Networks.
1293-1297
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Copyright © Sat May 16 22:59:09 2009
by Michael Ley (ley@uni-trier.de)
