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199 results on '"Girolami, Mark"'

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1. Modelling the Times-to-Failures Using a Statistical Hierarchical Model

2. Using Higher-Order Dynamic Bayesian Networks to Model Periodic Data from the Circadian Clock of Arabidopsis Thaliana

3. Class Prediction from Disparate Biological Data Sources Using an Iterative Multi-Kernel Algorithm

4. Classification of Protein Interaction Sentences via Gaussian Processes

5. Semi-supervised Prediction of Protein Interaction Sentences Exploiting Semantically Encoded Metrics

6. Definition of Valid Proteomic Biomarkers: A Bayesian Solution

7. Inferring Meta-covariates in Classification

8. Probabilistic Model Checking of DTMC Models of User Activity Patterns

9. On the Use of Diagonal and Class-Dependent Weighted Distances for the Probabilistic k-Nearest Neighbor

19. Disease Classification from Capillary Electrophoresis: Mass Spectrometry

20. An Assessment of Feature Relevance in Predicting Protein Function from Sequence

25. On the Capacity of Transient Internal States in Liquid-State Machines

26. Singular Perturbation Approach with Matsuoka Oscillator and Synchronization Phenomena

27. Hybrid Parallel Classifiers for Semantic Subspace Learning

28. Learning Scheme for Complex Neural Networks Using Simultaneous Perturbation

29. Observational Learning Based on Models of Overlapping Pathways

30. A Perceptual Memory System for Affordance Learning in Humanoid Robots

31. A Hypothetical Free Synaptic Energy Function and Related States of Synchrony

32. ANGE – Automatic Neural Generator

33. A Distributed Behavioral Model Using Neural Fields

34. Uncertainty Sampling-Based Active Selection of Datasetoids for Meta-learning

35. View-Tuned Approximate Partial Matching Kernel from Hierarchical Growing Neural Gases

36. Speech Recognition Based on the Processing Solutions of Auditory Cortex

37. A Geometric Bio-inspired Model for Recognition of Low-Level Structures

38. Optimal Control Using Functional Type SIRMs Fuzzy Reasoning Method

39. Recursive Multi-Way PLS for Adaptive Calibration of Brain Computer Interface System

40. Multistart Strategy Using Delta Test for Variable Selection

41. Forecasting Road Condition after Maintenance Works by Linear Methods and Radial Basis Function Networks

42. A Sentence Generation Network That Learns Surface and Abstract Syntactic Structures

43. Probabilistic Proactive Timeline Browser

44. Transformation of Edge Weights in a Graph Bipartitioning Problem

45. An Information Geometrical View of Stationary Subspace Analysis

46. Person Tracking Based on a Hybrid Neural Probabilistic Model

47. Gaze- and Speech-Enhanced Content-Based Image Retrieval in Image Tagging

48. On the Designing of Spikes Band-Pass Filters for FPGA

49. Modelling Hypothetical Wage Equation by Neural Networks

50. A Framework for Application-Oriented Design of Large-Scale Neural Networks

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