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
Invited
Paper
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
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