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ORCIDIJCNN 2000: Como, Italy
- Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, IJCNN 2000, Neural Computing: New Challenges and Perspectives for the New Millennium, Como, Italy, July 24-27, 2000, Volume 5. IEEE Computer Society 2000
Fuzzy Neural Systems I
- Adam E. Gaweda, Jacek M. Zurada:
Fuzzy Neural Network with Relational Fuzzy Rules. 3-7 - Ricardo J. G. B. Campello
, Wagner C. Amaral:
Optimization of Hierarchical Neural Fuzzy Models. 8-13 - Giovanna Castellano, Anna Maria Fanelli:
A Self-Organizing Neural Fuzzy Inference Network. 14-19 - Mu-Chun Su, Chee-Yuen Tew:
A Self-Organizing Feature-Map-Based Fuzzy System. 20-25 - Stanislaw Osowski, Tran Hoai Linh:
Fuzzy Clustering Neural Network for Classification of ECG Beats. 26-32
Neurodynamics and Chaos I
- Robert Kozma, Walter J. Freeman:
Encoding and Recall of Noisy Data as Chaotic Spatio-Temporal Memory Patterns in the Style of the Brains. 33-38 - John A. Flanagan:
Neuron Weight Dynamics in the SOM and Self-Organized Criticality. 39-44 - Hidehiro Nakano, Toshimichi Saito:
Basic Dynamics from a Pulse-Coupled Network of Autonomous Integrate-and-Fire Chaotic Circuits. 45-49 - Dmitri Bibitchkov, J. Michael Herrmann, Theo Geisel:
Synaptic Depression in Associative Memory Networks. 50-58
Special Session on 'Non Destructive Testing and Evaluation: Applications of Artificial Neural Networks'
- Giovanni Simone, Francesco Carlo Morabito:
ICA-NN Based Data Fusion Approach in ECT Signal Restoration. 59-64 - Simone G. O. Fiori, Pietro Burrascano:
A Neural Network Approach to Maximum Likelihood Estimation for Eddy-Current Back-Scattering NDE Data Inversion. 65-70 - Jun-Youl Lee, Muhammad Afzal, Satish S. Udpa, Lalita Udpa, Peter Massopus:
Hierarchical Rule Based Classification of MFL Signals Obtained from Natural Gas Pipeline Inspection. 71-78
Special Session on 'Hybrid Systems for Automatic Speech Recognition'
- Yoshua Bengio:
Probabilistic Neural Network Models for Sequential Data. 79-84 - Piero Cosi:
Hybrid HMM-NN Architectures for Connected Digit Recognition. 85-90 - Nikola K. Kasabov, Georgi Iliev:
Hybrid System for Robust Recognition of Noisy Speech Based on Evolving Fuzzy Neural Networks and Adaptive Filtering. 91-96 - Edmondo Trentin, Marco Matassoni:
The Regularized SNN-TA Model for Recognition of Noisy Speech. 97-102 - Roberto Gemello, Dario Albesano, Franco Mana:
CSELT Hybrid HMM/Neural Networks Technology for Continuous Speech Recognition. 103-110
Special Session on 'Soft Computing for Financial Engineering'
- Norio Baba, Naoyuki Inoue, Hiroyuki Asakawa:
Utilization of Neural Networks & GAs for Constructing Reliable Decision Support Systems to Deal Stocks. 111-116 - Marina Resta:
Towards an Artificial Technical Analysis of Financial Markets. 117-122 - Hirotaka Nakayama, Kengo Yoshii:
Active Forgetting in Machine Learning and its Application to Financial Problems. 123-128 - Francesco Virili, Bernd Freisleben:
Nonstationarity and Data Preprocessing for Neural Network Predictions of an Economic Time Series. 129-136
Robotics I
- Jörg A. Walter, Bert Arnrich, Christian Scheering:
Learning Fine Positioning of a Robot Manipulator Based on Gabor Wavelets. 137-142 - Carolina Chang:
Improving Hallway Navigation in Mobile Robots with Sensor Habituation. 143-147 - César Benítez, Daniel Kvedaras Lander, José Ramirez:
Reduction of Dimensionality for Perceptual Clustering. 148-151 - Bruno Apolloni, Adrian Moise:
Long Distance Telerobotics in Hostile Environment. 152-160
Evolutionary Computation I
- Vassilis P. Plagianakos, Michael N. Vrahatis:
Training Neural Networks with Threshold Activation Functions and Constrained Integer Weights. 161-166 - Thomas Villmann, Reiner Haupt, Klaus Hering:
Parallel Evolutionary Algorithms with SOM-Like Migration and its Application to VLSI-Design. 167-172 - Hiroshi Kajisha, Toshimichi Saito:
Synthesis of Self-Replication Cellular Automata Using Genetic Algorithms. 173-177 - Yasue Mitsukura, Minoru Fukumi, Norio Akamatsu:
Design and Evaluation of Neural Networks for Coin Recognition by Using GA and SA. 178-186
Support Vector Machines I
- Pascal Vincent, Yoshua Bengio:
A Neural Support Vector Network Architecture with Adaptive Kernels. 187-192 - Vojislav Kecman, Ivana Hadzic:
Support Vectors Selection by Linear Programming. 193-198 - Athanassia Chalimourda, Bernhard Schölkopf, Alexander J. Smola:
Choosing in Support Vector Regression with Different Noise Models: Theory and Experiments. 199-204 - George Siolas, Florence d'Alché-Buc:
Support Vector Machines Based on a Semantic Kernel for Text Categorization. 205-209 - Davide Anguita, Andrea Boni, Stefano Pace:
Fast Training of Support Vector Machines for Regression. 210-216
Fault Diagnosis and Defect Identification I
- Jia-Zhou He, Zhi-Hua Zhou, Xu-Ri Yin, Shifu Chen:
Using Neural Networks for Fault Diagnosis. 217-220 - Erol Gelenbe, Rong Wang:
RNN Based Photo-Resist Shape Reconstruction from Scanning Electron Microscopy. 221-226 - Giovanni Simone, Francesco Carlo Morabito:
RBFNN-Based Hole Identification System in Conducting Plates. 227-232 - Kuk Won Ko, Young Jun Roh, Hyung Suck Cho, Hyung Cheol Kim:
A Neural Network Approach to the Inspection of Ball Grid Array Solder Joints on Printed Circuit Boards. 233-238 - Li Di, Song Yonglun, Ye Feng:
On Line Monitoring of Weld Defects for Short-Circuit Gas Metal Arc Welding Based on the Self-Organize Feature Map Neural Networks. 239-246
Speech Processing I
- Lan Wang, Ke Chen, Huisheng Chi:
Capture Inter-Speaker Information with a Neural Network for Speaker Identification. 247-252 - Ganesh K. Venayagamoorthy, Narend Sundepersadh:
Comparison of Text-Dependent Speaker Identification Methods for Short Distance Telephone Lines Using Artificial Neural Networks. 253-258 - Fabio A. Arciniegas, Mark J. Embrechts:
Phoneme Recognition with Staged Neural Networks. 259-264 - Roberto Gemello, Dario Albesano, Franco Mana, Loreta Moisa:
Multi-Source Neural Networks for Speech Recognition: A Review of Recent Results. 265-270 - Ilyas Potamitis, Nikos Fakotakis, George K. Kokkinakis:
Improving the Robustness of Noisy MFCC Features Using Minimal Recurrent Neural Network. 271-278
Economics and Finance I
- Fung Yip, Lei Xu:
An Application of Independent Component Analysis in the Arbitrage Pricing Theory. 279-284 - Wilm Eggert, Tomas Hrycej:
Logit Demand Function with Embedded Neural Network Based Utility Function. 285-290 - Jingtao Yao, Chew Lim Tan:
Time Dependent Directional Profit Model for Financial Time Series Forecasting. 291-296 - Robert Biscontri, Kyungjoo Park:
An Empirical Evidence of the Financial Performance of Lean Production Adoption: A Self-Organizing Neural Networks Approach. 297-302 - Chris Charalambous, Andreas Charitou, Froso Kaourou:
Application of Feature Extractive Algorithm to Bankruptcy Prediction. 303-310
Robotics II
- Zhihong Su, Khashayar Khorasani:
A Neural-Networks Controller for a Single-Link Flexible Manipulator Based on the Inverse Dynamics Structure. 311-316 - Eimei Oyama, Taro Maeda, Susumu Tachi:
Coordinate Transformation Learning of Hand Position Feedback Controller Based on Disturbance Noise and Feedback Error Signal. 317-322 - A. Carlevarino, R. Martinotti, Giorgio Metta, Giulio Sandini:
An Incremental Growing Neural Network and its Application to Robot Control. 323-328 - Wen Yu, José Antonio Heredia:
PD Control of Robot with RBF Networks Compensation. 329-336
Communications I
- Ari Hämäläinen, Jukka Henriksson:
Novel Use of Channel Information in a Neural Convolutional Decoder. 337-342 - Mahrokh G. Shayesteh, Hamidreza Amindavar:
DBNN, FDNN, Discriminative Learning, and Back-Propagation Neural Networks in DS/CDMA Systems. 343-347 - Kyunbyoung Ko, Sooyong Choi, Daesik Hong:
Multi-User Detector with an Ability of Channel Estimation Using a RBF Network in an MC-CDMA System. 348-353 - Wieslaw Citko, Andrzej Luksza, Wieslaw Sienko:
Chaos Generators for CDMA Communication Using Neural Networks. 354-360
Communications II
- Elio D. Di Claudio, Raffaele Parisi, Gianni Orlandi:
Performance Comparison among Neural Decision Feedback Equalizers. 361-365 - Sooyong Choi, Daesik Hong:
Equalization Using the Bilinear Recursive Polynomial Perceptron with Decision Feedback. 366-371 - Deng Jianping, Narasimhan Sundararajan, Paramasivan Saratchandran:
Communication Channel Equalization Using Complex-Valued Minimal Radial Basis Function Neural Network. 372-377 - Sooyong Choi, Daesik Hong:
A Hybrid Structured Neural Network Receiver in Digital Communication Systems. 378-386
Communications III
- Luigi Lancier:
A Connectionist Approach for Evaluating the Complexity of Interaction in the World Wide Web: The Case of News Groups. 387-391 - Alex Aussem, Antoine Mahul, Raymond Marie:
Queuing Network Modeling with Distributed Neural Networks for Service Quality Estimation in B-ISDN Network. 392-397 - Lianyuan Li, Zemin Liu, Zheng Zhou:
A Hopfield Neural Network Flow Classifier in IP Switching. 398-404
Communications IV
- James Cannady:
Applying CMAC-Based On-Line Learning to Intrusion Detection. 405-410 - Albert J. Höglund, Kimmo Hätönen, Antti S. Sorvari:
A Computer Host-Based User Anomaly Detection System Using the Self-Organizing Map. 411-416 - Toru Ohira:
Neural Network Model with Delay toward Encryption. 417-424
Vision II
- Stefan D. Wilke, Andreas Thiel, Christian W. Eurich:
Processing of Movement Information in the Early Stages of the Visual System. 425-430 - Lars Schwabe, Péter Adorján, Klaus Obermayer:
A Dynamic Cortical Amplifier Model for Fast Information Processing. 431-435 - Volker Stephan, Torsten Winkler, Horst-Michael Gross:
Fast and Robust Prediction of Optical Flow Field Sequences for Visuomotor Anticipation. 436-441 - Kazushi Murakoshi, Kiyohiko Nakamura:
Synchrony and Asynchrony of Coincident Spikes of Neural Populations Depending on Line Drawings. 442-445 - Adriana Dumitras:
First-Order and Multi-Stage First-Order Image Subsampling Using a FANN-Based Pattern Matching Method. 446-454
Vision III
- Stefano Ramat, Giovanni Magenes, Roberto Schmid, Daniela Zambarbieri:
The Generation of Vestibular Nystagmus: A Neural Network Approach. 455-459 - Masahiko Fujita, Akihiro Amagai, Futaba Minakawa:
Selective and Delayed Adaptations of Human Saccades. 460-463 - Rafael Mayoral, María José Pérez-Ilzarbe:
Competitive Hopfield Neural Network for Stereo Vision Correspondence. 464-472
Image Processing II
- N. Alberto Borghese, Stefano Ferrari:
Mesh Construction with Fast Soft Vector Quantization. 473-478 - Qingfu Zhang, Hujun Yin, Nigel M. Allinson:
A Simplified ICA Based Denoising Method. 479-482 - Macarie Breazu, Ioan P. Mihu, Barry J. Beggs, Gavril Toderean:
Merging the Transform Step and the Quantization Step for Karhunen-Loeve Transform Based Image Compression. 483-488 - Anke Meyer-Bäse:
Medical Image Compression by 'Neural-Gas' Network and Principal Component Analysis. 489-493 - Tai-Wen Yue, Suchen Chiang:
A Neural Network Approach for Visual Cryptography. 494-502
Image Processing III
- José Aguilar, Valentina Rossell:
Multiple Classes Random Neural Network Model and Color Pattern Recognition Problems. 503-508 - T. Wessels, Christian W. Omlin:
A Hybrid System for Signature Verification. 509-514 - Mehdi Dehghan, Karim Faez, Majid Ahmadi:
A Hybrid Handwritten Word Recognition Using Self-Organizing Feature Map, Discrete HMM, and Evolutionary Programming. 515-520 - M. Jedra, N. El Khattabi, Mohamed Limouri, Abderrahmane Essaid:
Recognition of Seed Varieties Using Neural Networks Analysis of Electrophoretic Images. 521-528
Adaptive Resonance Theory Networks I
- Francisco Javier López Aligué, Ignacio Alvarez Troncoso, M. Isabel Acevedo Sotoca, Carlos J. García Orellana, Miguel Macías Macías, Horacio M. González Velasco:
Adaptive Bam for Pattern Classification. 529-534 - Wai-Keung Fung, Yun-Hui Liu:
Repeated Game Analysis on ART Adaptive Categorization Game. 535-540 - Elena P. Sapozhnikova, V. P. Lunin:
A Modified Search Procedure for the Art Neural Networks. 541-546
Data Analysis I
- Samuel Kaski, Janne Sinkkonen:
Metrics that Learn Relevance. 547-552 - Alfred Ultsch:
A Neural Network Learning Relative Distances. 553-558 - Wenjia Wang, Phillis Jones, Derek Partridge:
Identification of Feature-Salience. 559-564 - Maide Bucolo, Luigi Fortuna, Alessandro Rizzo, A. Bonasera:
The Parameter to Characterize Chaotic Dynamics. 565-572
Associative Memory I
- Norman Hendrich:
Adaptive Learning Rule for Binary Couplings Networks. 573-578 - Yuko Osana, Masafumi Hagiwara:
Knowledge Processing System Using Improved Chaotic Associative Memory. 579-584 - Ofer Melnik, Simon D. Levy, Jordan B. Pollack:
RAAM for Infinite Context-Free Languages. 585-590 - Victoria J. Hodge, Jim Austin:
An Evaluation of Standard Retrieval Algorithms and a Weightless Neural Approach. 591-596 - Jason W. Bohland, Ali A. Minai:
Small-World Model of Associative Memory. 597-604
Associative Memory II
- Ivelin Stoianov:
Recurrent Autoassociative Networks and Holistic Computations. 605-610 - Peter Sussner:
Fixed Points of Autoassociative Morphological Memories. 611-616 - Chua-Chin Wang, Cheng-Fa Tsai:
A Novel Neural Architecture with High Storage Capacity. 617-621 - Alexander A. Frolov, Dusan Húsek:
Convergence Time in Hopfield Network. 622-626 - Yukio Kumagai:
Functional Representation of Recalling Process and Memory Capacity in Associative Memory. 627-634
Neurocognition III
- John L. Johnson, H. John Caulfield, Jaime R. Taylor:
Artificial Consciousness Algorithm for an Autonomous System. 635-640 - Thomas R. Shultz, François Rivest:
Knowledge-Based Cascade-Correlation. 641-646 - J. G. (Iain) Wallace, Kevin Bluff:
Neuro-Architecture-Motivated ANNs and Cortical Parcellation. 647-651 - Yun Peng, Miao Jin:
A Mean Field Approach to MAP in Belief Networks. 652
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