5. IDEAL 2004:
Exeter,
UK
Zheng Rong Yang, Richard M. Everson, Hujun Yin (Eds.):
Intelligent Data Engineering and Automated Learning - IDEAL 2004, 5th International Conference, Exeter, UK, August 25-27, 2004, Proceedings.
Lecture Notes in Computer Science 3177 Springer 2004, ISBN 3-540-22881-0 BibTeX
Bioinformatics
- Carla S. Möller-Levet, Hujun Yin:
Modelling and Clustering of Gene Expressions Using RBFs and a Shape Similarity Metric.
1-10
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- Xing-Ming Zhao, De-Shuang Huang, Yiu-ming Cheung, Hong-Qiang Wang, Xin Huang:
A Novel Hybrid GA/SVM System for Protein Sequences Classification.
11-16
Electronic Edition (link) BibTeX
- Wai-Ki Ching, Eric S. Fung, Michael K. Ng:
Building Genetic Networks for Gene Expression Patterns.
17-24
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- Jérôme Mikolajczak, Gérard Ramstein, Yannick Jacques:
SVM-Based Classification of Distant Proteins Using Hierarchical Motifs.
25-30
Electronic Edition (link) BibTeX
- Jesús S. Aguilar-Ruiz, Francisco Azuaje:
Knowledge Discovery in Lymphoma Cancer from Gene-Expression.
31-38
Electronic Edition (link) BibTeX
- Nripendra Lal Shrestha, Youhei Kawaguchi, Tadasuke Nakagawa, Takenao Ohkawa:
A Method of Filtering Protein Surface Motifs Based on Similarity Among Local Surfaces.
39-45
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- Zhiyuan Luo, Tony Bellotti, Alexander Gammerman:
Qualified Predictions for Proteomics Pattern Diagnostics with Confidence Machines.
46-51
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- Ali Al-Shahib, Chao He, Aik Choon Tan, Mark Girolami, David Gilbert:
An Assessment of Feature Relevance in Predicting Protein Function from Sequence.
52-57
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- Reda Younsi, Wenjia Wang:
A New Artificial Immune System Algorithm for Clustering.
58-64
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- Hongbin Wang, Phil F. Culverhouse:
The Categorisation of Similar Non-rigid Biological Objects by Clustering Local Appearance Patches.
65-70
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- Andy M. Yip, Edmond HaoCun Wu, Michael K. Ng, Tony F. Chan:
Unsupervised Dense Regions Discovery in DNA Microarray Data.
71-77
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- Swapna Sarvesvaran, Hujun Yin:
Visualisation of Distributions and Clusters Using ViSOMs on Gene Expression Data.
78-84
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- Jae-Hong Eom, Jeong Ho Chang, Byoung-Tak Zhang:
Prediction of Implicit Protein-Protein Interaction by Optimal Associative Feature Mining.
85-91
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- Janne Nikkilä, Christophe Roos, Samuel Kaski:
Exploring Dependencies Between Yeast Stress Genes and Their Regulators.
92-98
Electronic Edition (link) BibTeX
- Ross D. King, Mohammed Ouali:
Poly-transformation.
99-107
Electronic Edition (link) BibTeX
- Rebecca Thomson, Robert Esnouf:
Prediction of Natively Disordered Regions in Proteins Using a Bio-basis Function Neural Network.
108-116
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- Ian Berry, Julie Wilson, Chris Mayo, Jon Diprose, Robert Esnouf:
The Effect of Image Compression on Classification and Storage Requirements in a High-Throughput Crystallization System.
117-124
Electronic Edition (link) BibTeX
- Byoung-Hee Kim, Seong-Bae Park, Byoung-Tak Zhang:
PromSearch: A Hybrid Approach to Human Core-Promoter Prediction.
125-131
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Data Mining and Knowledge Engineering
- Yuan-chin Ivar Chang, Sung-Chiang Lin:
Synergy of Logistic Regression and Support Vector Machine in Multiple-Class Classification.
132-141
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- Yi Zhao, Michael Small:
Deterministic Propagation of Blood Pressure Waveform from Human Wrists to Fingertips.
142-147
Electronic Edition (link) BibTeX
- Tomoya Takamitsu, Takao Miura, Isamu Shioya:
Pre-pruning Decision Trees by Local Association Rules.
148-151
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- Yun Jiang, Zhanhuai Li, Yang Zhang, Qiang Zhang:
A New Approach for Selecting Attributes Based on Rough Set Theory.
152-158
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- Haorianto Cokrowijoyo Tjioe, David Taniar:
A Framework for Mining Association Rules in Data Warehouses.
159-165
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- Shoujian Yu, Jianwei Liu, Jiajin Le:
Intelligent Web Service Discovery in Large Distributed System.
166-172
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- Alan P. Reynolds, Graeme Richards, Victor J. Rayward-Smith:
The Application of K-Medoids and PAM to the Clustering of Rules.
173-178
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- Maneesha Singh, Akbar Javadi, Sameer Singh:
A Comparison of Texture Teatures for the Classification of Rock Images.
179-184
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- Maneesha Singh, Sameer Singh, Matthew Porter:
A Mixture of Experts Image Enhancement Scheme for CCTV Images.
185-190
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- Ben Wang, John Q. Gan:
Integration of Projected Clusters and Principal Axis Trees for High-Dimensional Data Indexing and Query.
191-196
Electronic Edition (link) BibTeX
- Yuanjie Zheng, Jie Yang, Yue Zhou:
Unsupervised Segmentation on Image with JSEG Using Soft Class Map.
197-202
Electronic Edition (link) BibTeX
- Fabrizio Angiulli, Clara Pizzuti, Massimo Ruffolo:
DESCRY: A Density Based Clustering Algorithm for Very Large Data Sets.
203-210
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- Shuqin Zhang, Dongxin Lu, Yongtian Yang:
A Fuzzy Set Based Trust and Reputation Model in P2P Networks.
211-217
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- Jessica JunLin Wang, Sameer Singh:
Video Based Human Behavior Identification Using Frequency Domain Analysis.
218-224
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- Jen Ye Goh, David Taniar:
Mobile Data Mining by Location Dependencies.
225-231
Electronic Edition (link) BibTeX
- Vincent C. S. Lee, Alex Tze Hiang Sim:
An Algorithm for Artificial Intelligence-Based Model Adaptation to Dynamic Data Distribution.
232-240
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- Jong Kuk Kim, Ki-Young Lee, Myung Jin Bae:
On a Detection of Korean Prosody Phrases Boundaries.
241-246
Electronic Edition (link) BibTeX
- Young-il Lee, Yong-Gi Kim:
A Collision Avoidance System for Autonomous Ship Using Fuzzy Relational Products and COLREGs.
247-252
Electronic Edition (link) BibTeX
- Andrea Bosin, Nicoletta Dessì, Barbara Pes:
Engineering Knowledge Discovery in Network Intrusion Detection.
253-258
Electronic Edition (link) BibTeX
- Moon Sun Shin, Eun Hee Kim, Keun Ho Ryu:
False Alarm Classification Model for Network-Based Intrusion Detection System.
259-265
Electronic Edition (link) BibTeX
- Zeshan Kurd, Tim P. Kelly, Jim Austin:
Exploiting Safety Constraints in Fuzzy Self-organising Maps for Safety Critical Applications.
266-271
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- Jiyuan An, Yi-Ping Phoebe Chen, Qinying Xu:
Surface Spatial Index Structure of High-Dimensional Space.
272-278
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- André de Korvin, Chenyi Hu, Ping Chen:
Generating and Applying Rules for Interval Valued Fuzzy Observations.
279-284
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- Wei Ren, Sameer Singh:
Automatic Video Shot Boundary Detection Using Machine Learning..
285-292
Electronic Edition (link) BibTeX
- Laura Irina Rusu, J. Wenny Rahayu, David Taniar:
On Building XML Data Warehouses.
293-299
Electronic Edition (link) BibTeX
- Wan-Song Zhang, Da-xin Liu, Jianpei Zhang:
A Novel Method for Mining Frequent Subtrees from XML Data.
300-305
Electronic Edition (link) BibTeX
- Tien Dung Do, Siu Cheung Hui, Alvis Cheuk M. Fong:
Mining Association Rules Using Relative Confidence.
306-313
Electronic Edition (link) BibTeX
- Wen-Bo Zhao, Ming-Yi Zhang, Li-Ming Wang, Ji-Yan Du, De-Shuang Huang:
Multiple Classifiers Fusion System Based on the Radial Basis Probabilistic Neural Networks.
314-319
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- Takuya Fukasawa, Jiahong Wang, Toyoo Takata, Masatoshi Miyazaki:
An Effective Distributed Privacy-Preserving Data Mining Algorithm.
320-325
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- Mónica Benito, Daniel Peña:
Dimensionality Reduction with Image Data.
326-332
Electronic Edition (link) BibTeX
- Karl J. Brazier, Graeme Richards, Wenjia Wang:
Implicit Fitness Sharing Speciation and Emergent Diversity in Tree Classifier Ensembles.
333-338
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- Abdul A. Gill, George D. Smith, Anthony J. Bagnall:
Improving Decision Tree Performance Through Induction- and Cluster-Based Stratified Sampling.
339-344
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- Irena Spasic, Goran Nenadic, Sophia Ananiadou:
Learning to Classify Biomedical Terms Through Literature Mining and Genetic Algorithms..
345-351
Electronic Edition (link) BibTeX
- Chuan Wang, Christos Tjortjis:
PRICES: An Efficient Algorithm for Mining Association Rules.
352-358
Electronic Edition (link) BibTeX
- Ying Li, Jianmin Jiang:
Combination of SVM Knowledge for Microcalcification Detection in Digital Mammograms.
359-365
Electronic Edition (link) BibTeX
- Yu-Chin Liu, Ping-Yu Hsu:
Char: An Automatic Way to Describe Characteristics of Data.
366-376
Electronic Edition (link) BibTeX
- Yoon-Yong Jeong, Bo-Ra Seok, Yong Ho Hwang, Hyun-Ki Hong:
Two Methods for Automatic 3D Reconstruction from Long Un-calibrated Sequences.
377-383
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- Roberto Ruiz, Jesús S. Aguilar-Ruiz, José Cristóbal Riquelme Santos:
Wrapper for Ranking Feature Selection.
384-389
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- Muhammad Atif Tahir, Ahmed Bouridane, Fatih Kurugollu:
Simultaneous Feature Selection and Weighting for Nearest Neighbor Using Tabu Search.
390-395
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- Sung-Hee Park, Keun Ho Ryu:
Fast Filtering of Structural Similarity Search Using Discovery of Topological Patterns.
396-401
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- Sanguk Noh, Cheolho Lee, Keywon Ryu, Kyunghee Choi, Gihyun Jung:
Detecting Worm Propagation Using Traffic Concentration Analysis and Inductive Learning.
402-408
Electronic Edition (link) BibTeX
- Ju Cheng Yang, Jin Wook Shin, Dong-Sun Park:
Comparing Study for Detecting Microcalcifications in Digital Mammogram Using Wavelets.
409-415
Electronic Edition (link) BibTeX
- Mian M. Awais, Shahid Masud, Shafay Shamail, J. Akhtar:
A Hybrid Multi-layered Speaker Independent Arabic Phoneme Identification System.
416-423
Electronic Edition (link) BibTeX
- Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad:
Feature Selection for Natural Disaster Texts Classification Using Testors.
424-429
Electronic Edition (link) BibTeX
- Bojian Liang, Jim Austin:
Mining Large Engineering Data Sets on the Grid Using AURA.
430-436
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- Behzad Moshiri, Farzan Rashidi:
Self-tuning Based Fuzzy PID Controllers: Application to Control of Nonlinear HVAC Systems.
437-442
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- Hyunsub Jung, Jaeyoung Yang, Joongmin Choi:
Ontology-Based Web Navigation Assistant.
443-448
Electronic Edition (link) BibTeX
- Vincent C. S. Lee, Alex Tze Hiang Sim:
A Hybrid Fuzzy-Neuro Model for Preference-Based Decision Analysis.
449-456
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- Yaxin Bi, Terry J. Anderson, Sally I. McClean:
Combining Rules for Text Categorization Using Dempster's Rule of Combination.
457-463
Electronic Edition (link) BibTeX
- James F. Smith III:
Genetic Program Based Data Mining for Fuzzy Decision Trees.
464-470
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- James F. Smith III:
Automating Co-evolutionary Data Mining.
471-477
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- Richard T. Freeman, Hujun Yin:
Topological Tree for Web Organisation, Discovery and Exploration.
478-484
Electronic Edition (link) BibTeX
- JeongYon Shim:
New Medical Diagnostic Method for Oriental Medicine Using BYY Harmony Learning.
485-490
Electronic Edition (link) BibTeX
- Sanguk Noh, Youngsoo Choi, Haesung Seo, Kyunghee Choi, Gihyun Jung:
An Intelligent Topic-Specific Crawler Using Degree of Relevance.
491-498
Electronic Edition (link) BibTeX
- Emilio Corchado, Colin Fyfe, Lourdes Sáiz Bárcena, Ana María Lara Palma:
Development of a Global and Integral Model of Business Management Using an Unsupervised Model.
499-504
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- Levent Özgür, Tunga Güngör, Fikret S. Gürgen:
Spam Mail Detection Using Artificial Neural Network and Bayesian Filter.
505-510
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- Matthew Traherne, Sameer Singh:
An Integrated Approach to Automatic Indoor Outdoor Scene Classification in Digital Images.
511-516
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- Masrah Azmi-Murad, Trevor P. Martin:
Using Fuzzy Sets in Contextual Word Similarity.
517-522
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- Saif Ahmad, Tugba Taskaya-Temizel, Khurshid Ahmad:
Summarizing Time Series: Learning Patterns in 'Volatile' Series.
523-532
Electronic Edition (link) BibTeX
- Amos J. Storkey, Michael Allan:
Cosine Transform Priors for Enhanced Decoding of Compressed Images.
533-539
Electronic Edition (link) BibTeX
- Mazen Abdel-Salam, Yassin M. Y. Hasan, Mohammed Sayed, Salah Abdel-Sattar:
Partial Discharge Classification Through Wavelet Packets of Their Modulated Ultrasonic Emission.
540-545
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- Yang Liu, Soon-Thiam Khu, Dragan A. Savic:
A Hybrid Optimization Method of Multi-objective Genetic Algorithm (MOGA) and K-Nearest Neighbor (KNN) Classifier for Hydrological Model Calibration.
546-551
Electronic Edition (link) BibTeX
- Paulo J. G. Lisboa, Shail Patel:
Cluster-Based Visualisation of Marketing Data.
552-558
Electronic Edition (link) BibTeX
- Xiaoming Jin, Jianmin Wang, Jia-Guang Sun:
Dynamic Symbolization of Streaming Time Series.
559-564
Electronic Edition (link) BibTeX
- Edmond HaoCun Wu, Michael K. Ng, Andy M. Yip, Tony F. Chan:
A Clustering Model for Mining Evolving Web User Patterns in Data Stream Environment.
565-571
Electronic Edition (link) BibTeX
- Zhenyu Wang, Xin Yao, Yong Xu:
An Improved Constructive Neural Network Ensemble Approach to Medical Diagnoses.
572-577
Electronic Edition (link) BibTeX
- Dave C. Trudgian:
Spam Classification Using Nearest Neighbour Techniques.
578-585
Electronic Edition (link) BibTeX
Learning Algorithms and Systems
- Sheng Chen, Xia Hong, Chris J. Harris:
Kernel Density Construction Using Orthogonal Forward Regression.
586-592
Electronic Edition (link) BibTeX
- Sheng Chen, Xunxian Wang, David J. Brown:
Orthogonal Least Square with Boosting for Regression.
593-599
Electronic Edition (link) BibTeX
- LiMing Zhang, Xuming Huang:
New Applications for Object Recognition and Affine Motion Estimation by Independent Component Analysis.
600-606
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- Ke Chen, Sunny Yeung:
Personalized News Reading via Hybrid Learning.
607-612
Electronic Edition (link) BibTeX
- Shang-Ming Zhou, John Q. Gan:
Mercer Kernel, Fuzzy C-Means Algorithm, and Prototypes of Clusters.
613-618
Electronic Edition (link) BibTeX
- Arjun Chandra, Xin Yao:
DIVACE: Diverse and Accurate Ensemble Learning Algorithm.
619-625
Electronic Edition (link) BibTeX
- Naohiro Ishii, Toshinori Deguchi, Hiroshi Sasaki:
Parallel Processing for Movement Detection in Neural Networks with Nonlinear Functions.
626-633
Electronic Edition (link) BibTeX
- Yongguang Bao, Naohiro Ishii, Xiaoyong Du:
Combining Multiple k-Nearest Neighbor Classifiers Using Different Distance Functions.
634-641
Electronic Edition (link) BibTeX
- Nadia Nedjah, Luiza de Macedo Mourelle:
Finding Minimal Addition Chains Using Ant Colony.
642-647
Electronic Edition (link) BibTeX
- Michael Small:
Combining Local and Global Models to Capture Fast and Slow Dynamics in Time Series Data.
648-653
Electronic Edition (link) BibTeX
- Richard M. Everson, Jonathan E. Fieldsend:
A Variable Metric Probabilistic k-Nearest-Neighbours Classifier.
654-659
Electronic Edition (link) BibTeX
- Atsuhiro Takasu, Katsuaki Tanaka:
Feature Word Tracking in Time Series Documents..
660-665
Electronic Edition (link) BibTeX
- Hyoungjoo Lee, Sungzoon Cho:
Combining Gaussian Mixture Models.
666-671
Electronic Edition (link) BibTeX
- Zhigang Zeng, De-Shuang Huang, Zengfu Wang:
Global Convergence of Steepest Descent for Quadratic Functions.
672-677
Electronic Edition (link) BibTeX
- Xunxian Wang, David J. Brown:
Boosting Orthogonal Least Squares Regression..
678-683
Electronic Edition (link) BibTeX
- Jinwen Ma, Zhiyong Liu, Lei Xu:
Local Separation Property of the Two-Source ICA Problem with the One-Bit-Matching Condition.
684-689
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- Jinwen Ma, Bin Gao, Yang Wang, QianSheng Cheng:
Two Further Gradient BYY Learning Rules for Gaussian Mixture with Automated Model Selection.
690-695
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- Tom Downs, Jianxiong Wang:
Improving Support Vector Solutions by Selecting a Sequence of Training Subsets.
696-701
Electronic Edition (link) BibTeX
- David Rohde, Michael Drinkwater, Marcus Gallagher, Tom Downs, Marianne Doyle:
Machine Learning for Matching Astronomy Catalogues.
702-707
Electronic Edition (link) BibTeX
- Tom Downs, Adelina Tang:
Boosting the Tree Augmented Naïve Bayes Classifier.
708-713
Electronic Edition (link) BibTeX
- Lih-Ren Jen, Yuh-Jye Lee:
Clustering Model Selection for Reduced Support Vector Machines.
714-719
Electronic Edition (link) BibTeX
- Chien-Chung Chang, Yuh-Jye Lee:
Generating the Reduced Set by Systematic Sampling.
720-725
Electronic Edition (link) BibTeX
- Vitaly Schetinin, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Jonathan E. Fieldsend, Trevor C. Bailey, Adolfo Hernandez:
Experimental Comparison of Classification Uncertainty for Randomised and Bayesian Decision Tree Ensembles.
726-732
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- Ville Könönen:
Policy Gradient Method for Team Markov Games.
733-739
Electronic Edition (link) BibTeX
- Ke Yin, Ian Davidson:
An Information Theoretic Optimal Classifier for Semi-supervised Learning.
740-745
Electronic Edition (link) BibTeX
- Yuping Wang:
Improving Evolutionary Algorithms by a New Smoothing Technique.
746-751
Electronic Edition (link) BibTeX
- Matthew C. Casey, Khurshid Ahmad:
In-Situ Learning in Multi-net Systems.
752-757
Electronic Edition (link) BibTeX
- Mehmet Kaya, Reda Alhajj:
Multi-objective Genetic Algorithm Based Method for Mining Optimized Fuzzy Association Rules.
758-764
Electronic Edition (link) BibTeX
- Minoo Aminian:
Co-training from an Incremental EM Perspective..
765-773
Electronic Edition (link) BibTeX
- Ahmed Rafat:
Locally Tuned General Regression for Learning Mixture Models Using Small Incomplete Data Sets with Outliers and Overlapping Classes.
774-779
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Financial Engineering
- Victor Fang, Vincent C. S. Lee:
Credit Risks of Interest Rate Swaps: A Comparative Study of CIR and Monte Carlo Simulation Approach.
780-787
Electronic Edition (link) BibTeX
- Jonathan E. Fieldsend, John Matatko, Ming Peng:
Cardinality Constrained Portfolio Optimisation.
788-793
Electronic Edition (link) BibTeX
- Jangmin O, Jae Won Lee, Sung-Bae Park, Byoung-Tak Zhang:
Stock Trading by Modelling Price Trend with Dynamic Bayesian Networks.
794-799
Electronic Edition (link) BibTeX
- Rong-Chang Chen, Ming-Li Chiu, Ya-Li Huang, Lin-Ti Chen:
Detecting Credit Card Fraud by Using Questionnaire-Responded Transaction Model Based on Support Vector Machines.
800-806
Electronic Edition (link) BibTeX
- Xiong-Fei Zhuang, Lai-Wan Chan:
Volatility Forecasts in Financial Time Series with HMM-GARCH Models.
807-812
Electronic Edition (link) BibTeX
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