08:30 |
Welcome Desk & Registration (08:30 - 09:00)
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09:00 |
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49:
INDIVIDUALLY AND COLLECTIVELY TREATED NEURONS AND ITS APPLICATION TO SOM
Ryotaro Kamimura
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87:
SEMI-SUPERVISED K-WAY SPECTRAL CLUSTERING USING PAIRWISE CONSTRAINTS
Guillaume Wacquet, Pierre-Alexandre Hébert, Émilie Caillault Poisson and Denis Hamad
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26:
LEARNING METHOD UTILIZING SINGULAR REGION OF MULTILAYER PERCEPTRON
Ryohei Nakano, Seiya Satoh and Takayuki Ohwaki
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43:
HAMILTONIAN NEURAL NETWORK-BASED ORTHOGONAL FILTERS - A Basis for Artificial Intelligence
Wieslaw Citko and Wieslaw Sienko
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17:
CRITICAL BOUNDARY VECTOR CONCEPT IN NEAREST NEIGHBOR CLASSIFIERS USING K-MEANS CENTERS FOR EFFICIENT TEMPLATE REDUCTION
Wenjun Xia and Tadashi Shibata
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47:
ADDRESSING THE HARDWARE RESOURCE REQUIREMENTS OF NETWORK-ON-CHIP BASED NEURAL ARCHITECTURES
Sandeep Pande, Fearghal Morgan, Seamus Cowley, Brian Mc Ginley, Jim Harkin, Snaider Carrillo and Liam Mc Daid
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80:
DEVELOPING COMBINED FORECASTING MODELS IN OIL INDUSTRY - A Case Study in Opec Oil Demand
Seyed Hamid Khodadad Hosseini, Adel Azar, Ali Rajabzadeh Ghatari and Arash Bahrammirzaee
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88:
RELIABLE MODELLING AND OPTIMISATION CONTROL OF REACTIVE POLYMER COMPOSITE MOULDING PROCESSES USING BOOTSTRAP AGGREGATED NEURAL NETWORK MODELS
Jie Zhang and Nikos G. Pantelelis
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10:50 |
Coffee-Break (10:50 - 11:05)
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10:50 |
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15:
CONSTRUCTION AND ANALYSIS OF AN ARTIFICIAL NEURONAL NETWORK USING A NEURON-COLLECTING, MICRO-PATTERNING METHOD BASED ON A MULTI-ELECTRODE ARRAY SYSTEM
Hideyuki Terazono, Hyonchol Kim, Masahito Hayashi, Akihiro Hattori, Hiroyuki Takei and Kenji Yasuda
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30:
EFFECT OF CORRELATION BETWEEN CLINICAL TESTS ON THE PERFORMANCE OF A MULTIPLE TEST-BASED DIAGNOSTIC SYSTEM - Study with a Logistic Model and Neural Nets
Noriaki Ikeda, Kai Ishida, Harukazu Tsuruta and Akihiro Takeuchi
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54:
IDENTIFICATION OF CORRELATED PATTERNS BY VECTOR PERCEPTRON WITH BINARIZED SYNAPTIC COEFFICIENTS
Vladimir Kryzhanovskiy
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56:
SIX NECESSARY QUALITIES OF SELF-LEARNING SYSTEMS - A Short Brainstorming
Gabriele Peters
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68:
A STATE-SPACE NEURAL NETWORK FOR MODELING DYNAMICAL NONLINEAR SYSTEMS
Karima Amoura, Patrice Wira and Said Djennoune
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74:
MODELING OF ABRASIVE WATER JET MACHINING USING TAGUCHI METHOD AND ARTIFICIAL NEURAL NETWORKS
Menelaos Pappas, Ioannis Ntziantzias, John Kechagias and Nikolaos Vaxevanidis
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84:
USING CO-EXISTING ATTRACTORS OF A SENSORIMOTOR LOOP FOR THE MOTION CONTROL OF A HUMANOID ROBOT
Matthias Kubisch, Benjamin Werner and Manfred Hild
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112:
THE PERILS OF IGNORING DATA SUITABILITY - The Suitability of Data used to Train Neural Networks Deserves More Attention
Kevin Swingler
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11:30 |
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12:30 |
Lunch (12:30 - 14:30)
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14:30 |
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41:
MULTI-REGULARIZATION PARAMETERS ESTIMATION FOR GAUSSIAN MIXTURE CLASSIFIER BASED ON MDL PRINCIPLE
Xiuling Zhou, Ping Guo and C. L. Philip Chen
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42:
IMPROVED REVISION OF RANKING FUNCTIONS FOR THE GENERALIZATION OF BELIEF IN THE CONTEXT OF UNOBSERVED VARIABLES
Klaus Häming and Gabriele Peters
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57:
AIRCRAFT CLASSIFICATION AND NOISE MAP ESTIMATION BASED ON REAL-TIME MEASUREMENTS OF TAKE-OFF NOISE
Luis Pastor Sanchez Fernandez, Luis A. Sanchez Perez and Marco A. Moreno Ibarra
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90:
A MOVIE RECOMMENDER SYSTEM BASED ON ENSEMBLE OF TRANSDUCTIVE SVM CLASSIFIERS
Aristomenis S. Lampropoulos, Paraskevi S. Lampropoulou and George A. Tsihrintzis
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16:15 |
Coffee-Break (16:15 - 16:30)
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16:30 |
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64:
LEARNING FROM BIOFEEDBACK - Patient-specific Games for Neuromuscular Rehabilitation
Ouriel Barzilay and Alon Wolf
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81:
IMPORTANCE OF INPUT PARAMETER SELECTION FOR SYNTHETIC STREAMFLOW GENERATION OF DIFFERENT TIME STEP USING ANN TECHNIQUES
Maya Rajnarayn Ray and Arup Kumar Sarma
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99:
USING THE GNG-M ALGORITHM TO DEAL WITH THE PROBLEM OF CATASTROPHIC FORGETTING IN INCREMENTAL MODELLING
Héctor F. Satizábal M. and Andres Perez-Uriibe
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17:30 |
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18:30 |
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18:45 |
Farewell Drink (18:45 - 19:15)
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