| 2002 | Enhancing Real-World Applicability by Providing Confidence-in-Prediction in the XCS Classifier System. | Phillip William Dixon, David Corne, Martin J. Oates |
| 2002 | Recognizing Malicious Intention in an Intrusion Detection Process. | Frdric Cuppens, Fabien Autrel, Alexandre Mige, Salem Benferhat |
| 2002 | Linguistic Hedges: a Quantifier Based Approach. | Martine De Cock |
| 2002 | Spiking Neurons in Clustering of Diabetic Retinopathy Data. | Krzysztof J. Cios, William Jackson, Waldemar Swiercz, L. Springhetti |
| 2002 | Reconstruction of conditional distribution field based on empirical data. | Alexey Jakovlevich Chervonenkis |
| 2002 | A Self-growing Probabilistic Decision-based Neural Network with Applications to Anchor/Speaker Identification. | Shih-Sian Cheng, Y. H. Chen, C. L. Tseng, Hsin-Chia Fu, Hsiao-Tien Pao |
| 2002 | Using Genetic Algorithms for Minimizing the Production Costs of Hollow Core Slabs. | Vanessa Cristina de Castilho, Maria do Carmo Nicoletti, Mounir Khalil El Debs |
| 2002 | Using a Helper FFN to Represent the Cost Function for Training DRNN's by Gradient Descent. | Roelof K. Brouwer |
| 2002 | Rule Extraction from Bagged Neural Networks. | Guido Bologna |
| 2002 | Noise and Elitism in Evolutionary Computation. | T. Beker, L. Hadany |
| 2002 | A Study of K-Nearest Neighbour as an Imputation Method. | Gustavo E. A. P. A. Batista, Maria Carolina Monard |
| 2002 | Balancing Volume, Quality and Freshness in Web Crawling. | Ricardo A. Baeza-Yates, Carlos Castillo |
| 2002 | Fuzzy Set Theory - a Playground for Mathematicians. | Bernard De Baets |
| 2002 | An Imperfect String Matching Experience Using Deformed Fuzzy Automata. | Jos Javier Astrain, Jos Ramn Garitagoitia, Jess E. Villadangos, Federico Faria, Alberto Crdoba |
| 2002 | An Efficient Algorithm in Optimal Partition Problem for Trees Induction. | Mounir Asseraf |
| 2002 | Learnable Topic-specific Web Crawler. | Niran Angkawattanawit, Arnon Rungsawang |
| 2002 | The Use of a Back Propagation Neural Network to Determine the Load Distribution on a Component. | Ramin Amali, John Vinney, Siamak Noroozi, V. Patel |
| 2002 | An Empirical Comparison of Kernel Selection for Support Vector Machines. | A. B. M. Shawkat Ali, Ajith Abraham |
| 2002 | Sparse Distributed Memory with Adaptive Threshold. | Jos L. Aguilar, Niriaska Perozo |
| 2002 | A Color Pattern Recognition Problem based on the Multiple Classes Random Neural Network Model. | Jos L. Aguilar |
| 2001 | Value of Information Analysis in Dynamic Influence Diagrams. | Songsong Xu, Kim-Leng Poh |
| 2001 | The Performance of Small Support Spatial and Temporal Filters for Dim Point Target Detection in Infrared Image Sequences. | Robert C. Warren |
| 2001 | A Bayesian Track-before-Detect Algorithm for IR Point Target Detection. | Robert C. Warren |
| 2001 | Use of Multi-category Proximal SVM for Data Set Reduction. | S. V. N. Vishwanathan, M. Narasimha Murty |
| 2001 | An Automated Report Generation Tool for the Data Understanding Phase. | Juha Vesanto, Jaakko Hollmn |