Case-Based Reasoning -- Neuro-symbolic System for Business Internal Control -- Applying Case Based Reasoning Approach in Analyzing Organizational Change Management Data -- Improving the K-NN Classification with the Euclidean Distance Through Linear Data Transformations -- An IBR System to Quantify the Ocean’s Carbon Dioxide Budget -- A Beta-Cooperative CBR System for Constructing a Business M…
Face Verification Contest 2006 -- Face -- Fingerprint -- Iris -- Speech and Signature -- Biometric Fusion and Performance Evaluation -- Gait and Keystroke -- Others.
Theory: Probabilistic Classifiers -- Theory: Generalization Bounds -- Theory: Semi-Supervised Learning -- Algorithm: Maximum Likelihood Minimum Entropy HMM -- Algorithm: Margin Distribution Optimization -- Algorithm: Learning the Structure of Bayesian Network Classifiers -- Application: Office Activity Recognition -- Application: Multimodal Event Detection -- Application: Facial Expression Reco…
MLMI 2004 -- Accessing Multimodal Meeting Data: Systems, Problems and Possibilities -- Browsing Recorded Meetings with Ferret -- Meeting Modelling in the Context of Multimodal Research -- Artificial Companions -- Zakim – A Multimodal Software System for Large-Scale Teleconferencing -- Towards Computer Understanding of Human Interactions -- Multistream Dynamic Bayesian Network for Meeting Segm…
Imaging Magnetic Microspectroscopy -- Study of Ferromagnet-Antiferromagnet Interfaces Using X-Ray PEEM -- Time Domain Optical Imaging of Ferromagnetodynamics -- Lorentz Microscopy -- Electron Holography of Magnetic Nanostructures -- SPLEEM -- SEMPA Studies of Thin Films, Structures, and Exchange Coupled Layers -- Spin-SEM of Storage Media -- High Resolution Magnetic Imaging by Local Tunneling M…
Mathematical and Theoretical Methods -- Evolutionary Computation -- Neurocomputational Inspired Models -- Learning and Adaptation -- Radial Basic Functions Structures -- Self-organizing Networks and Methods -- Support Vector Machines -- Cellular Neural Networks -- Hybrid Systems -- Neuroengineering and Hardware Implementations -- Pattern Recognition -- Perception and Robotics -- Applications on…
Combining Biometric Evidence for Person Authentication -- Combining Biometric Evidence for Person Authentication -- Biometric Gait Recognition -- A Tutorial on Fingerprint Recognition -- Spiral Topologies for Biometric Recognition -- Statistical Learning Approaches with Application to Face Detection -- Hand Detection by Direct Convexity Estimation -- Template-Based Hand Detection and Tracking -…
Foundations -- Knowledge Discovery and Data Mining -- Automatic Discovery of Class Hierarchies via Output Space Decomposition -- Graph-based Mining of Complex Data -- Predictive Graph Mining with Kernel Methods -- TreeMiner: An Efficient Algorithm for Mining Embedded Ordered Frequent Trees -- Sequence Data Mining -- Link-based Classification -- Applications -- Knowledge Discovery from Evolution…
Biometrics -- Classification and Recognition -- Content and Performance Characterization -- Image and Video Analysis -- Image and Video Coding -- Image and Video Segmentation -- Medical Applications -- Motion Estimation and Tracking -- Noise Reduction and Restauration -- Real-Time Processing and Hardware.
Classification and Model Estimation -- On ECOC as Binary Ensemble Classifiers -- Incremental Classification Rules Based on Association Rules Using Formal Concept Analysis -- Parameter Inference of Cost-Sensitive Boosting Algorithms -- Finite Mixture Models with Negative Components -- MML-Based Approach for Finite Dirichlet Mixture Estimation and Selection -- Principles of Multi-kernel Data Mini…