Author INDEX

IEEE SCG Computational Intelligence Meeting

 

Distinguished Lecture under the DL Program of the IEEE CI Society

Data Mining, Neural Networks and Rule Extraction                                                                              

Jacek Zurada

 

Plenary Lecture 1: Devoted to 150 years of Nikola Tesla

 

L.1.      Nikola Tesla in History of Wireless                                                                                                           

Aleksandar Marinčić

 

Special Session 1: COST 292, Application of AI Methods in Semantic Analysis of Digital Media

 

S1.1.    Asymmetric and Normalized Cuts for Image Clustering and Segmentation                                       

Uros Damnjanovic, Ebroul Izquierdo

 

S1.2.    Minor Component Analysis (MCA) Applied to Image Classification in CBIR System                     

Marko Jankovic, Goran Zajic, Vladan Radosavljevic, Nenad Kojic, Nikola Reljin, Maja Rudinac, Stevan Rudinac, Branimir Reljin

 

S1.3     Evaluating the Influence of Image Modifications Upon Content-Based Multimedia Retrieval       

Tamara Tošić, Željen Trpovski

 

S1.4.    GA-Based Feature Extraction for Clapping Sound Detection                                                            

Ján Olajec, Roman Jarina, Michal Kuba

 

S1.5.    Real-time Face Detection and Tracking of Animals                                                                            

            Tilo Burghardt, Janko Calic

 

Session 1: Applications of NNs 1: Image Procesing

 

1.1.        On Rotation Invariant Texture Classification Using Two-Grid Coupled CNNs                               

Paul Ungureanu, Emilian David, Liviu Goras

 

1.2.      Improvements in Image Segmentation by Applying Hopfield Neural Network                                  

Marija Ušćumlić, Irini Reljin, Dragi Dujković, Branimir Reljin

 

1.3.      Synchronization of Chaotic Cellular Neural Networks based on Rössler Cells                               

David J. Rijlaarsdam, Valeri M. Mladenov

 

1.4.      Face Detection Approach in Neural Network Based Method for Video Surveillance                           

Zoran Bojković, Andreja Samčović

 

1.5.      Face Recognition by Using Unitary Vector Spaces                                                                             

Goran Keković, Dejan Raković

 

Session 2: Applications of NNs 2: Decision Networks

 

2.1.      Gaussian Sum Filters for Recurrent Neural Networks Training                                                       

Branimir Todorović, Miomir Stanković, Claudio Moraga

 

2.2.      Applications of Neural Networks in Network Intrusion Detection                                                   

            Dragoljub Pokrajac, Aleksandar Lazarević, Jelena Nikolić

 

2.3.      Routing in Optical Networks by Using Neural Network                                                        

Nenad Kojić, Irini Reljin, Branimir Reljin

 

2.4.      Percolation Approach to Formation of Synfire Chains in Two Dimensional Neural Networks           

Igor Franović, Vladimir Miljković

 

2.5.      Submarine Maneuvers Prediction Using Recursive Neural Networks                                             

Hassan Fahmy Hashem

 

2.6.      An approach to Synthesis and Analysis of Complex Recurrent ANN                                             

K.Nikolić, B. Abramović, I. Šćepanović

 

Plenary Lecture 2

 

L.2.      Reinforcement Learning in Humanoid Robotics                                                                                                        Duško Katic

 

Session 3: Applications of NNs 2: Control Systems

 

3.1.      Robust Adaptive Control for Complex Systems Employing ANN

Emulation of Nonlinear Functions                                                                                                         

Invited Paper

Georgi Dimirovski, Yuan-Wei Jing, Yan-Xin Zhang, Miomir Vukobratovic

 

3.2.      A Two-Stage Algorithm for Post-Nonlinear Blind Source Separation                                              

            Wai Yie Leong, John Homer, Danilo P.Mandić, Zdenka Babić

 

3.3.      Informative Vector Machines for Text Categorization                                                                       

                Miloš Stanković, Srđan Stanković

 

3.4.      State of the Art in Nonlinear Dynamical System Identification Using

Artificial Neural Networks                                                                                                                    

            Nenad Todorović, Petr Klan

 

3.5.      Coreference Resolution Using Decision Trees                                                                                     

                Zoran Džunić, Svetislav Momčilović, Branimir Todorović, Miomir Stanković

 

3.6.      Dynamic-Order-Extended Time-Delay Neural Unit                                                                           

            Ivo Bukovsky, Goran Simeunović

 

Plenary Lecture 3

 

L.3       Phase and Vector Analysis of Aviary Influenza H5N1 Virus                                                             

Paul Dan Cristea

 

Special Session 2: Analysis of Biomedical Signals by Using Neural Networks

 

S2.1.    Design of a Control for a Neural Prosthesis for Walking: Use of Artificial Neural Networks       

Invited Paper

            D.B. Popović, M.B. Popović

 

S2.2     Finite State Model of Walking Determined by Adaptive Logic Networks                                       

                D’Souza, P. Kankipati, M. Zubayer-Ul-Karim, D.B. Popović, W.W. Armstrong

 

S2.3.    Dyadic Wavelets for Real-time Heart Rate Monitoring                                                                      

                Dubravka Bojanić, Ratko Petrović, Nikola Jorgovanović, Dejan Popović

 

S2.4.    ST Segment Change Detection by Means of Wavelets                                                                        

            N. Milosavljević, A. Petrović

 

S2.5.    Application of Neural Network for Automatic Classification of Leukocytes                                   

            Stanislav Mirčić, Nikola Jorgovanović

 

S2.6.    Neurobiological Aspects of Content Scanning Process in Sensory Systems                                         

            Ranko Babić

 

 

Session 4: Biomedical Aspects of NNs

 

4.1.      Bee Colony Optimization: Principles and Applications                                                                      

Invited Paper

Dušan Teodorović, Panta Lučić, Goran Marković, Mauro Dell’ Orco

 

4.2.      Data Mining a Prostate Cancer Dataset Using Neural Networks                                                      

            Kenneth Revett

 

4.3.      A Neural Network Based Classifier for Acute Meningitis                                                                  

            Kenneth Revett

 

4.4.      Neural Networks for Online Classification of Hand and Finger Movements

Using Surface EMG Signals                                                                                                                  

            George Tsenov, A.H. Zeghbib, F. Palis, N. Shoylev, V. Mladenov

 

Session 5: Applications of NNs: Neural Networks in Modeling

 

5.1.      Chaos Based Analog-to-digital Conversion of Small Signals                                                             

Vančo Litovski, Miona Andrejević, Miljan Nikolić

 

5.2.      Fault Diagnosis in Digital Part of Sigma-Delta Converter                                                                 

            Miona Andrejević, Vančo Litovski

 

5.3.      Hybrid Empirical-Neural Model of Microvawe Slotted Patch Antennas                                         

            B. Milovanović, Z. Stanković, M. Milijić

 

5.4.      Bias-Dependent Model of Microwave FET S-parameters Based on Prior Knowledge ANNs        

            Zlatica D. Marinković, Olivera R. Pronić, Vera V. Marković

 

5.5.      Regional  Models Based on Linear Regression and Neural Networks                                              

            Pero Radonja,  Srđan Stanković, Bratislav Matovic, Dragana Drazic

 

5.6.      Influence of Inputs in Modelling by Backpropagation Neural Networks                                            

            D. Drndarević

 

Plenary Lecture 4

 

L.4       Interpolative Realization of Boolean Algebra:

Frame for Consistent Treatment of Gradation and/or Fuzziness                                                     

Dragan Radojević

 

Session 6: Fuzzy Networks and Modeling

 

6.1.      Interpolative Realization of Boolean Algebra                                                                                       

            Dragan Radojević

 

6.2.      Using a Fuzzy Modeling in Decision Making for Planning

Under Uncertainty with Risk Analysis Paradigm                                                                               

Goran S. Švenda, Sonja Kanjuh, Tatjana Konjić, Vladimiro Miranda

 

6.3.      Preliminary Comparison of Different Neural-Fuzzy Mappers

for load curve short term prediction                                                                                                     

            Dženana Malkočević, Tatjana Konjić, Vladimiro Miranda

 

6.4.      Artificial Neural Networks Applied To Short Term Load Diagram Prediction                               

            Nermin Hodžić, Tatjana Konjić, Vladimiro Miranda

 

6.5.      On Possible Constraints in Applications of Basic Defuzzification Techniques                                 

Dragan Z. Šaletić, Uroš Popović

 


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