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The  papers with the following ID numbers were Invited Papers for the 2001 WSES NNA International Conference: 301, 303, 304, 305, 338, 348, 349. By pressing CONTROL+F you can search for any scientific topic searching in the titles of the papers as well as in the keywords of the papers.  As one can see, the direction of the search is "down" (by default), but can also be determined the inverse one ("up").

249    Cellular Neural Networks (CNN's) for 2-d systems Analysis		pp. 2491-2499
by :  N.E. Mastorakis Keywords: - Cellular Neural Networks, CNN, two-dimensional systems, stability, multidimensional systems, systems theory

258    Comparison of Blind Source Separation Algorithms		pp. 2581-2586
by :   Li Yan, Powers David, Peach James Keywords: - Blind Source Separation, Information maximisation, Fixed-point algorithm, JADE, Super-Gaussian

259    Self-Organizing Dynamic Graphs		pp. 2591-2595
by :   Ezequiel Lopez-Rubio, Jose Munoz-Perez, Jose Antonio Gomez-Ruiz Keywords: - Neural Networks, Self Organization, Self-Organizing Neural Networks

260    A Neural Network for Context-based Arithmetic Coding in Lossless Image Compression		pp. 2601-2604
by :   George A. Triantafyllidis, Michael G. Strintzis Keywords: - Lossless Image Compression, Arithmetic Coding, Context-based Entropy Coding

261    Optimisation of Neutron Beams for BNCT Using Artificial Neural Networks		pp. 2611-2613
by :   Armando Vieira, Ana Fernandes, Rafael Patricio Keywords: - BNCT optimisation, Monte Carlo simulation, Artificial Neural Networks

262    Visual and audio communication between visitors of virtual worlds		pp. 2621-2626
by :   Matjaz Divjak, Danilo Korze Keywords: - VRML, Avatars, Spatial sound, Virtual environments, Media streaming

263    Evolution of Wandering Behavior in a Multi Agent System: An Experiment		pp. 2631-2636
by :   Roland Schwaiger, Konrad Lang Keywords: - Multi-Layer Perceptrons, Multi Agent System, Genetic Algorithm, Wandering Behavior, Artificial Neural Networks

264    A non-recurrent low-complexity neural network for the speech prediction		pp. 2641-2645
by :   Hassene Faiedh, Zied Gafsi, Mongia Mhiri, Kamel Besbes Keywords: - Neural networks, Time series analysis, Nonlinear prediction, Backpropagation, Speech predicton

265    Function of the Human Brain		pp. 2651-2656
by :   Ales Grmela Keywords: - Human Brain, Neuron, Numerical Integrating Method, Memory, Thinking, Mental stability, Digital Filtering in the Human Brain.

266    SOM Winner-Searching Algorithm Based on Subset of Most Discriminate Codebooks		pp. 2661-2666
by :   Tarek El. Tobely, Yuichiro Yoshiki, Ryuichi Tsuda, Naoyuki Tsuruta, Makoto Amamiya Keywords: - Neural Network, Self-Organized Map, competitive learning, Winner Searching, Computer-Human Interaction, Gesture Recognition

268    Computing the Bhattacharyya error bound in classifiers Using direct bias correction bootstrap methods		pp. 2681-2687
by :   B. John Oommen, Qun Wang Keywords: - Bhattacharyya Bound, Bootstrap Technique, Simulation, Neural Networks

272    A Review on the Minimal State Space Realization for a Class of N-D Discrete Time Lossless Bounded Real Functions		pp. 2721-2725
by :   George Antoniou, Nikos Mastorakis Keywords: - Multidimensional Systems, Circuit Theory, Realization, State space, Lossless bounded real function

301    Medical wavelet-neural diagnosis in chagasic cardiopaties		pp. 3011-3014
by :   Roberto Carranza, Diego Andina Keywords: - Chagas disease, Neural networks, Peacemaker, Automatic control, Signal Processing, Fuzzy Logic, Wavelet Transform.

303    Constructive Neural Networks with Regularization		pp. 3031-3036
by :   Jani Lahnajarvi, Mikko Lehtokangas, Jukka Saarinen Keywords: - Constructive Neural Networks, Regularization, Generalization, Cascade-correlation, Classification, Regression

304    New Approaches for Cursive Languages Recognition: Machine and Hand Written Scripts and Texts		pp. 3041-3046
by :   Khalid Saeed Keywords: - Cursive-Scripts Recognition, NN Approaches, Spoken Texts Recognition

305    Subband Images Quality Control using Fuzzy Logic and Neural Networks		pp. 3051-3056
by :   Peter Planinsic Keywords: - Subband Image Coding, Image Quality, Subjective Image Quality, Neural Networks, Fuzzy Logic

338    VBR Video Traffic Prediction Using Neural Networks with Multiresolution Learning		pp. 3381-3386
by :  Yao Liang, Edward W. Page Keywords: - Multi-step Prediction, Network Traffic, Neural Networks, Multiresolution Learning, Wavelet Theory

348     Neuro-fuzzy systems with inference based on bounded product [Microsoft Word Format]		pp. 3481-3486
by :   Danuta Rutkowska, Leszek Rutkowski, Robert Nowicki Keywords: - Neural Networks, Fuzzy Systems, Fuzzy Inference Neural Networks

349    Analog design of a competitive middle layer for a new neural network for optical character recognition		pp. 3491-3495
by :   Ian P. Morns, Satnam S. Dlay Keywords: - Neural Networks, Fourier Descriptors, Wavelet Descriptors, OCR, Competitive Neurons, Analog Circuits

358    Creating a Provincial Long-Term Growth Model for China using the Kohonen Algorithm		pp. 3581-3587
by :   Elpida Makriyanni, Philip Treleaven Keywords: - Kohonen Algorithm, Neural Networks, Applications

363    Improvement of a Measurement Plotting System Performance with Fractional Order Hold adjusted by Neural Networks		pp. 3631-3636
by :   Rafael Barcena, Manuel de la Sen, Koldo Basterretxea Keywords: - Digital systems, Intelligent control, Neural networks, Froh, Zeros

365    A Model For Prognosis of Early Breast Cancer		pp. 3651-3655
by :   Jose M. Jerez, Joes A. Gomez, Jose Munoz, Emilio Alba Keywords: - Backpropagation algorithm, Bayes error, diagnostic systems, multi-layer feed-forward neural networks, medical diagnosis

366    Multiagent environment for hybrid AI models		pp. 3661-3666
by :   Roman Neruda, Pavek Krusina, Zuzana Petrova Keywords: - Hybrid methods, Adaptive agents, Multiagent systems

367    Performance improvement of a NN radar detector using a two-steps pre-processing stage		pp. 3671-3675
by :   M. Pilar Jarabo Amores, Manuel Rosa Zurera, Francisco Lopez Ferreras, Pablo Lopez Espi Keywords: - Neural Network, Radar, Detection, PCA, Time-frequency Analysis

368    Automatic Information Categorization through Concept Formation of Associative Memory Model		pp. 3681-3686
by :   Toshiki Kindo, Hideyuki Yoshida, Takehiko Shida Keywords: - Information filtering, Categorization, Associative memory, Concept formation, Geometrical method

403    ë-universe: introduction and preliminary study		pp. 4031-4037
by :   Abdoreza Joghataie Keywords: - Neural Networks,Interaction, L-universe, Adaptivity, Astrophysics, Learning

404    Constructive Neural Networks - Automated Allocation of Hidden Units into Hidden Layers		pp. 4041-4046
by :   Jani Lahnajarvi, Mikko Lehtokangas, Jukka Saarinen Keywords: - Constructive neural networks, Connection strategies of hidden units, Regularization, Generalization, Cascade-correlation, Classification, Regression

405    Supervised fuzzy hyperline segment neural network for rotation invariant handwritten character recognition		pp. 4051-4056
by :   Uday Kulkarni, Trimbak Sontakke, Gurunath Randale Keywords: - Hyperline segment, Fuzzy set, Neural network, Fuzzy neural network, Ring-data, Handwritten character recognition

406    An Infomax learning algorithm for visual neural networks		pp. 4061-4066
by :   Kenji Okajima Keywords: - Learning, Vision, Infomax, Simple cell, Complex cell, Visual cortex, Energy model

407    Automatic selection of training patterns to improve the generalization of Multilayer Feedforward Neural Networks		pp. 4071-4076
by :   I. M. Galvan, P. Isasi, J. M. Valls Keywords: - Neural Networks, Backpropagation algorithm, Generalization Capability, Selective Learning

409    An improved discrete neural network algorithm for the traveling salesman problem		pp. 4091-4097
by :   Enrique Merida-Casermeiro, Gloria Galan-Marin, Jose Munoz-Perez Keywords: - Combinatorial optimization, Neural networks, Multivalued neurons Traveling salesman problem, Discrete Hopfield model

410    Designing Radial Basis Neural Networks using a Distributed Architecture		pp. 4101-4106
by :   J. M. Valls, A. Leal, I. M. Galvan, J. M. Molina Keywords: - Multiagent Systems, Distributed Systems, Radial Basis Neural Networks

412    By using neural network with radial basis function for neural filter design		pp. 4121-4126
by :   Hung-Ching Lu, Ta-Hsiung Hung, Shian-Tang Tzeng Keywords: - Neural filter, Radial basis function, Neural network

413    Processing and Classification of Auditory Brainstem Response Signals		pp. 4131-4136
by :   Andrzej Izworski, Ryszard Tadeusiewicz, Andrzej Pasawski Keywords: - Auditory brainstem response, potentials, Neural networks Context classification, SOM, Multilayer perceptron

418    Function Approximation with Evolved Multilayer Perceptrons		pp. 4181-4186
by :   P. A. Castillo, M. G. Arenas, J. G. Castellano, M. Cillero, J. J. Merelo, A. Prieto, V. Rivas, G. Romero Keywords: - Neuro evolutionary, Machine learning, Optimization, Function approximation, Generalization

420    Effects of Genetic Drift in Selection Strategy of Boltzmann Tournament		pp. 4201-4205
by :   Alberto Perez Alonso Keywords: - Markov/s chains, Boltzmann Tournament Selection, Transition Matrix, Immune System, Antigen, Antibody, Simulated Annealing, Equivalence classes

421    Feature Subset Selection Based on ANN Sensitivity Analysis - a Practical Study		pp. 4211-4216
by :   J. N. Fidalgo Keywords: - Feature selection, Neural networks, Sensitivity, Correlation

422    Forecasting of surface ozone concentrations 24 hours in advance using neural networks		pp. 4221-4226
by :   Emili Balaguer Ballester, Emilio Soria Olivas, Jose Luis Carrasco Rodriguez, Secundino del Valle-Tascon Keywords: - Air Pollution prediction, Neural network, Time series analysis, Multilayer perceptron, Public advisories, Ozone pollution

423    On Searching for Patterns with Lower Errors		pp. 4231-4236
by :   Iveta Mrazova Keywords: - Back-Propagation, Modular systems, Error function, GREN-networks, Pattern recognition, Neural networks, Architectures, Algorithms

424    Forecasting exchange rates using neural network and fuzzy system based techniques		pp. 4241-4246
by :   V. S. Kodogiannis, A. Lolis Keywords: - Forecasting, Exchange rates, Dynamic neural networks, Neuro-fuzzy systems

425    A Mapping Technique for the Synthesis of Linear Threshold Gate Networks Used to Implement Boolean Functions		pp. 4251-4255
by :   Peter Celinski, Gregory D. Sherman, Jose F. Lopez, Derek Abbott Keywords: - Threshold Logic, neuron-MOS, synthesis techniques, minimization, cut-complex

427    Environment Identification by Alignment of Abstract Sensory Flow Representations		pp. 4271-4276
by :   Fredrik Linaker, Kim Laurio Keywords: - Localization, Concept formation, Segmentation, Alignments, Robotics, Growing knowledge

428    An Integrated Self-Organizing Map for the Traveling Salesman Problem		pp. 4281-4286
by :   Hui-Dong Jin, Kwong-Sak Leung, Man-Leung Wong Keywords: - Self-organizing map, Traveling salesman problem, Genetic algorithms, Convex-hull

434    Parameter Quantization Effects in Gaussian Potential Function Neural Networks		pp. 4341-4346
by :   Erkan Karakus, Gunhan Dundar, Arif Selcuk Ogrenci Keywords: - Gaussian potential function, Neural networks, Weight quantization, Training

435    Random Sequence Generation Using Clipped Hopfield Neural Network		pp. 4351-4353
by :   Choi-Kuen Chan, Chi-Kwong Chan, L.M.Cheng Keywords: - Random sequence generator, Hopfield neural network, Statistical tests, Variable length, Parallel structure, Hardware

437    Experience with FIR BP neural networks for prediction problems		pp. 4371-4376
by :   Stanislav Kaleta, Daniel Novotny, Peter Sincak Keywords: - Prediction, Function extrapolation, Neural networks, Finite Impulse response filters (FIR), adaptive FIR, Input window size

439    Applying artificial neural networks to the classification of wheat varieties processed via maldi-tof mass spectrometry		pp. 4391-4396
by :   David Schibeci, Rob Potter, Kevin Wathen-Dunn, Mike Jones, Matthew Bellgard Keywords: - Maldi-tof mass spectrometry, Wheat variety classification

441    Time Coded Neurons, Geometric Networks, and Homomorphic Learning		pp. 4411-4416
by :   Regina Bernhaupt, Jochen Pfalzgraf Keywords: - Time coded neuron, synchronization, geometric net, homomorphic learning, category theory, optical quality control

442    A computational model for character recognition based on multi-resolution channels and IAM		pp. 4421-4426
by :   Sung-Yang Bang, Chang-Su Park, Sang-Ki Kim & Dae-Jin Kim Keywords: - Character recognition, IAM, Multi-resolution, Human visual processing, Neocognitron

443    Adaptive LRBP using Learning Automata for Neural Networks		pp. 4431-4437
by :   B. Mashoofi, M. B. Menhaj, S. Motamedi, M. R. Meybodi Keywords: - Neural Networks, BP, Learning Automata, Variable Learning Rate

446    An adaptive neuro-fuzzy inference system as a soft sensor for viscosity in rubber mixing process		pp. 4461-4465
by :   Seppo Merikoski, Mikko Laurikkala, Hannu Koivisto Keywords: - Rubber mixing, Viscosity, Neuro-fuzzy systems, ANFIS, Soft sensors, Identification

447    On RCE Like Neural Networks Based Image Processing and it's ZISC-036 Based Fully Parallel Implementation Solving Real World and Real Complexity Problems. (Part-Two : Industrial Applications)		pp. 4471-4476
by :   Kurosh Madani, Ghislain de Tremiolles, Pascal Tannhof Keywords: - Restricted Coulomb Energy, Radial Basis Functions, ZISC-036, Hardware Implementation, Parallel, Image Processing, Parameters, Applications

448    Modelling of Ship's Motion Using Artificial Neural Networks		pp. 4481-4486
by :   Bogdan Zak, Zygmunt Kitowski, Jozef Malecki Keywords: - Ship, Neural network, Modelling, Identification, Control

451    A hybrid approach for image half-toning combining simulated annealing and Neural Networks based techniques		pp. 4511-4516
by :   Kurosh Madani Keywords: - Hybrid Technique, Simulated Annealing, Neural Networks, Degraded Image Reconstruction, ZISC-036, Hardware Implementation, Parallel, Image Processing, Half-Toning

452    Face recognition by a new type of neural networks		pp. 4521-4525
by :   Gennadii Ososkov, Alexei Stadnik Keywords: - Artifcial neural networks, Human face image, Recognition, Multilayer perceptron, Network training

453    A case study of SVM extension techniques on classification of imbalanced data		pp. 4531-4536
by :   K. K. Lee, C. J. Harris, S. R. Gunn, P. A. S. Reed Keywords: - Imbalanced data, SVM, Geometric Mean

455    A novel approach to blind source separation in the frequency domain		pp. 4551-4556
by :   Adriana Dapena, Luis Castedo Keywords: - Blind source separation, Convolutive mixtures, Blind deconvolution, Infomax principle

456    Modeling and Position Control of Flexible Manipulator Using Artificial Neural Networks		pp. 4561-4566
by :   Bidyadhar Subudhi, Nayeem Karnachi, Ken Dutton Keywords: - Artificial Neural Network, Flexible Manipulator, Tip Position, Model Reference

457    Ultrafast Neural Network Learning from Uncertain Data		pp. 4571-4576
by :   Jacob Barhen, Vladimir Protopopescu Keywords: - Ultrafast learning, Virtual layer, Uncertainty reduction, seismic Analysis, Petroleum reservoir characterization

458    Data Mining Applied to CRM for a Long Distance Telephone Company		pp. 4581-4586
by :   Hugo L. C. Azevedo, Marley M. B. R. Vellasco, Emmanuel P. L. Passos Keywords: - Data mining,KDD, Neural Networks, Kohonen, Clustering, Pattern classification, CRM

459    A Hierarchical Anomaly Network Intrusion Detection System using Neural Network Classification		pp. 4591-4596
by :   Zheng Zhang, Jun Li, C. N. Manikopoulos, Jay Jorgenson, Jose Ucles Keywords: - Security, Intrusion detection, Statistical preprocessing, Neural network Classification, Perceptron-backpropagation-hybrid, PBH, Anomaly detection

461    RNA Secondary Structure Prediction by MFT Neural Networks		pp. 4611-4616
by :   Bruno Apolloni, Luca Lotorto, Anna Morpurgo, Anna Maria Zanaboni Keywords: - RNA structure prediction, Mean Field Theory, Neural networks, Learning from examples

462    A Combined Artificial Neural Net - Multinomial Logit Model to Measure Marketing Effects		pp. 4621-4625
by :   Harald Hruschka, Werner Fettes, Markus Probst Keywords: - Multilayer Perceptron, Choice Models, Multinomial Logit Model, BFGS, Marketing Research

465    Image Processing using CNNs and FPGAs: Initial Results		pp. 4651-4655
by :   D. Amanatidis, D. Tsaptsinos, P. R. Giaccone, G. A. Jones Keywords: - Cellular neural networks, image segmentation, optical flow, motion, FPGA, Handel-C

467    Simultaneous Evolution of Structure and Activation Function Types in Generalized Multi-Layer Perceptrons		pp. 4671-4677
by :   Helmut Mayer, Marc Strapetz, Roman Fuchs Keywords: - Multi-layer perceptrons, Activation functions, Evolutionary algorithms, Classification, Prediction

470    Decomposed Multi-layer Architecture for the Recognition of Non-linear Problems		pp. 4701-4704
by :   Jamil Ahmad Keywords: - Multi-layer, Decomposed multi-layer, Single layer, Activation function, XOR

473    A novel ann controller for interior permanent magnet motor drive		pp. 4731-4737
by :   Yi Yang, D. M. Vilathgamuva, M. A. Rahman Keywords: - Synchronous motor, Interior Permanent magnet, High performance motor control, Artificial neural network, On-line training, Neural control

475    Two Neural Network Based Classification Systems for Acoustic Helicopter Signals		pp. 4751-4756
by :   Sami M. Viitanen, Jari T. Syrjärinne, Jukka P.P. Saarinen Keywords: - Classification, Helicopters, Clustering, Neural networks, Acoustic signatures, Passive detection

477    Missing frame recovery method for G.723.1 based on neural networks		pp. 4771-4776
by :   Jari Turunen, Pekka Loula Keywords: - Estimation, Speech Coding, Error Concealment, Simulation

479    Model of the milling process on the basis of cutting force: A Neural Network-based Approach		pp. 4791-4796
by :   R.E. Haber, R. H. Haber, C.R. Peres, A. Alique, S. Ros Keywords: - Neural networks, Modeling, Milling process

480    Explanation of feedforward Neural Networks through sensibility analysis		pp. 4801-4807
by :   Jesus Besada Juez, Miguel A. Sanz-Bobi Keywords: - Neural Networks, Neuro-fuzzy models, Rule extraction, Sensibility analysis, Knowledge discovering

481    On the Complexity of Backpropagation with Momentum and Gradient Descent on Sigmoidal Steepness		pp. 4811-4816
by :   Wing Kai Leung Keywords: - Backpropagation, Momentum, Gradient Descent, Sigmoid, Steepness and Complexity

482    Match Adaptive Resonance Theory Neural Network for Arabic Alphabet Recognition		pp. 4821-4829
by :   Homsi Masun , Sukkar Fadel Keywords: - Self-oraganising, Adaptive Resonance Theory, Match Adaptive Resonance Theory, Long Term Memory, Short Term Memory, Fast Fourier Transform

483    Approximation of Sigmoid Function and the Derivative for Artificial Neurons		pp. 4831-4835
by :   Koldo Basterretxea, Jose Manuel Tarela, Ines del Campo Keywords: - Sigmoid function, Neural Networks, Hardware design, Piecewise linear approximation, Recursive centered interpolation

485    The Effect of Virtual Term Generation on the Neural-based Approaches to Time Series Prediction		pp. 4851-4857
by :   Jerry Seo Keywords: - VTG Scheme, Time Series Prediction, Backpropagation, Nebulosity

486    Stability measures of some chordal graphs with restricted dominating numbers		pp. 4861-4866
by :   Pinar Dundar Keywords: - Graph Theory, Graph Connectivity, Network Stability, Communication Network, NN for Optimization, Systems theory and Operational Research

487    Neural programming - automatic synthesis of symbolic programs using numerical optimization		pp. 4871-4877
by :   Roland Olsson Keywords: - Program synthesis, Symbolic Programs, Recurrent neural nets, Automatic differentiation

491    High Performance Associative Memory and Sign Constraints		pp. 4911-4915
by :   N. Davey, R. Adams Keywords: - Associative Memory, Hopfield Networks, Sign Constraints, Capacity, Basins of Attraction

492    A survey of neural computing of effective properties of random composites		pp. 4921-4926
by :   Abraham I. Beltzer, Victor A. Gotlib, Tadanobu Sato Keywords: - Neural network, Random composite, Effective behavior, Elastic properties

496    Neural Network Approach In Predicting Academic Performance		pp. 4961-4966
by :   Roshidi Bin Din, Robizah Sudin Keywords: - Academic performance, Prediction, Secondary education, Preprocessing, Multi-Layer Perceptron

500    Pseudoinverse Learning Algorithm for Feedforward Neural Networks		pp. 5001-5006
by :   Ping Guo, Michael R. Lyu Keywords: - Feedforward neural networks, Supervised learning, Generalized linear algebra, Pseudoinverse learning algorithm, Fast perfect learning

636    Detection of Faces and Facial Features in Images using a Novel Neural Network Technique		pp. 6361-6366
by :   Nikos Sarris, Nikos Grammalidis, Michael G. Strintzis Keywords: - Skin Color Detection, Feed-forward Neural Networks, Facial Feature Extraction