Seminarski radovi 2013/2014
MEKO RAČUNARSTVO
Teme seminarskih radova
05.01.2014.
FAZI SISTEMI (FS)
1-2FS (DVA KANDIDATA)
Primena mekog računarstva u industriji
Industrial Applications of Soft Computing
Yasuhiko Dote, Seppo J. Ovaska: Industrial Applications of Soft Computing: A Review, PROCEEDINGS OF THE IEEE, VOL. 89, NO. 9, SEPTEMBER 2001.
Kandidati: Šarvari Denis, Simić Miloš i Svirčev Predrag, 12.12.2013.
3-4FS (DVA KANDIDATA)
Sinteza tekstura pomoću mekog računarstva
Texture Synthesis using Soft-Computing
Javier Ruiz-del-Solar, Patricio Parada Dept. of Electrical Engineering Universidad de Chile
Mario Köppen, Dept. of Pattern Recognition, Fraunhofer-Institut IPK Berlin.
Kandidati:
5FS
Sistemi fazi odlučivanja – sistem za infektološko upozoravanje
Fuzzy Decision-Making Systems – Infectious Disease Warning System
Kevin M. Passino, Stephen Yurkovich: Fuzzy Control, Addison Wesley Longman, 1998, pp. 161 – 165.
Kandidat: Cvetković Stefan, -
6FS
Sistemi fazi odlučivanja – sistem za upozoravanje otkaza u avionu
Fuzzy Decision-Making Systems – Failure Warning System for an Aircraft
Kevin M. Passino, Stephen Yurkovich: Fuzzy Control, Addison Wesley Longman, 1998, pp. 166 – 168.
Kandidat: Mašić Filip, Kaloci Marko, 12.12.2013.
7FS
Fazi sistemi – problem aproksimacije funkcije
Fuzzy systems – The Function Approximation Problem
Kevin M. Passino, Stephen Yurkovich: Fuzzy Control, Addison Wesley Longman, 1998, pp. 235 – 238.
Kandidat: Nikolić Gligorije, 12.12.2013.
8FS
Fazi sistemi – učenje iz primera
Fuzzy Systems – Learning from Examples
Kevin M. Passino, Stephen Yurkovich: Fuzzy Control, Addison Wesley Longman, 1998, pp. 282 – 285.
Kandidat: Tepšić Goran, 19.12.2013.
9FS
Primena fazi sistema – razvoj konkretnog sistema u Fuzzy Logic Toolbox-u
Fuzzy Application – Fuzzy Logic Toolbox
Mathworks, MatLab, Fuzzy Logic Toolbox.
Kandidat: Ninčić Milena, -
10FS
Intervalna aritmetika
Interval Arithmetic (A)
Guanrong Chen, Trung Tat Pham: Introduction to Fuzzy Sets, Fuzzy Logic, and Fuzzy Control Systems, CRC Press, 2001, pp. 9 – 12.
Kandidat:
11FS
O Intervalnoj aritmetici
Interval Arithmetic (B)
Guanrong Chen, Trung Tat Pham: Introduction to Fuzzy Sets, Fuzzy Logic, and Fuzzy Control Systems, CRC Press, 2001, pp. 12 – 13.
Kandidat:
12FS
Adaptivna fazi kontrola
Adaptive Fuzzy Control (Intro, A, B)
Guanrong Chen, Trung Tat Pham: Introduction to Fuzzy Sets, Fuzzy Logic, and Fuzzy Control Systems, CRC Press, 2001, pp. 239 – 243.
Kandidat:
13FS
Adaptivna fazi kontrola – mehanizam za podešavanje
Adaptive Fuzzy Control – Adjusting Mechanism (C,D)
Guanrong Chen, Trung Tat Pham: Introduction to Fuzzy Sets, Fuzzy Logic, and Fuzzy Control Systems, CRC Press, 2001, pp. 243 – 246.
Kandidat:
14FS
Primene fazi kontrolera – fazi dijagnostički sistem za nadgledanje zdravstevnog stanja
Fuzzy Control Applications – Health Monitoring Fuzzy Diagnostic System(Intro,A)
Guanrong Chen, Trung Tat Pham: Introduction to Fuzzy Sets, Fuzzy Logic, and Fuzzy Control Systems, CRC Press, 2001, pp. 271 – 276.
Kandidat: Mandić Miloš, 19.12.2013.
15FS
Primene fazi kontrolera – računarska simulacija fazi dijagnostičkog sistema za nadgledanje zdravstevnog stanja
Fuzzy Control Applications – Health Monitoring Fuzzy Diagnostic System, Computer Symulations (B)
Guanrong Chen, Trung Tat Pham: Introduction to Fuzzy Sets, Fuzzy Logic, and Fuzzy Control Systems, CRC Press, 2001, pp. 276 – 281.
Kandidat:
16-17FS (DVA KANDIDATA)
Primene fazi kontrolera – fazi kontrola oštrine slike kod kamera sa autofokusom
Fuzzy Control Applications – Fuzzy Control of Image Sharpeness for Autofocus Cameras (Intro,A,B,C)
Guanrong Chen, Trung Tat Pham: Introduction to Fuzzy Sets, Fuzzy Logic, and Fuzzy Control Systems, CRC Press, 2001, pp. 281 – 290.
Kandidati: Stanović Danijela, Mihaljica Danijela, 19.12.2013.
18-19FS (DVA KANDIDATA)
Primene fazi kontrolera – fazi kontrola servo mehaničkih sistema
Fuzzy Control Applications – Fuzzy Control for Servo Mechanic Systems (Intro,A,B,C)
Guanrong Chen, Trung Tat Pham: Introduction to Fuzzy Sets, Fuzzy Logic, and Fuzzy Control Systems, CRC Press, 2001, pp. 291 – 300.
Kandidati: Jovanov Čedomir, Kojić Nikola, 09.01.2014, od 12.15 časova
20-21FS (DVA KANDIDATA)
Primene fazi kontrolera – fazi kontrola robotskog manipulatora
Fuzzy Control Applications – Fuzzy Controller for Robotic Manipulator (Intro,A,B,C)
Guanrong Chen, Trung Tat Pham: Introduction to Fuzzy Sets, Fuzzy Logic, and Fuzzy Control Systems, CRC Press, 2001, pp. 302 – 312.
Kandidati:
22FS
Adaptivni neuro-fazi inferentni sistemi, primer primene
Adaptive Neuro Fuzzy Inference Systems (ANFIS), applications
Mathworks, MatLab, Fuzzy Logic Toolbox.
Kandidat:
23-24FS (DVA KANDIDATA)
Primena fazi sistema – digitalna forenzika
Fuzzy Applications – Digital Forensic
Dustin Hurlbut: Fuzzy Hashing for Digital Forensic Investigators, AccessData, January 9, 2009.
Kandidati: Ždrale Igor, Baba-Alić Damir, 09.01.2014, od 12.15 časova
25-26FS (DVA KANDIDATA)
Primena fazi sistema u makroekonomiji
The Applications of the Fuzzy Sistems in Macroeconomy
Yurii Zaychenko, Alexey G. Kebkal, Valerii F. Krachkovckii: The Fuzzy Group Method of Data Handling and its Application to the Problems of the Macroeconomic Indexes Forecasting.
Kandidati: Balašev Nikola, 09.01.2014, od 12.15 časova
27FS
Fuzzy Logic Toolbox – primer primene
Fuzzy Logic Toolbox – An Application Example
Mathworks, MatLab, Fuzzy Logic Toolbox.
Kandidat: Eremić Miroslav, 16.01.2014, od 12.15 časova
28FS
Primene fazi kontrolera – primena u zdravstvu
Fuzzy Control Applications – Health Applications (Intro,A)
Guanrong Chen, Trung Tat Pham: Introduction to Fuzzy Sets, Fuzzy Logic, and Fuzzy Control Systems, CRC Press, 2001, pp. 271 – 276.
Kandidat: Zečević Nikola, Todorović Dušan, 16.01.2014, od 12.15 časova
29-30FS (DVA KANDIDATA)
Projektovanje adaptivnih fazi kontrolera – sistem za održavanje odstojanja medju vozilima
The Design of the Adaptive Fuzzy Control for Inter-Vehicle Gap Keeping
José E. Naranjo, Carlos González, Jesús Reviejo, Ricardo García, and Teresa de Pedro: Adaptive Fuzzy Control for Inter-Vehicle Gap Keeping
Kandidat:
31-32FS (DVA KANDIDATA)
Fazi baze podataka
Fuzzy Databases
Tanja Sekulic, Norme komparatora u fazi relacionim bazama podataka, Tehnicki fakultet “Mihajlo Pupin” Zrenjanin, magistarski rad, 2005.
Kandidati: Stašević Miljan, Vukosavljević Ivica, 09.01.2014, od 12.15 časova
33-34FS (DVA KANDIDATA)
Poredjenje normi, H – norma
Fuzzy Norm Comparison, H – norm
Branka Nikolic: Komparacija normi u fazi zakljucivanju, Tehnicki fakultet “Mihajlo Pupin” Zrenjanin, magistarski rad, 2002.
Kandidati:
35-36FS (DVA KANDIDATA)
Adaptivni fazi kontroler za regulisanje brzine turbine
Fuzzy Controler – Turbine Speed Control
K. Gowrishankar, Vasanth Elancheralathan: ADAPTIVE FUZZY CONTROLLER TO CONTROL TURBINE SPEED, Rajiv Gandhi College Of Engg. & tech., Puducherry, India
Kandidati: Golijanin Miloš, 09.01.2014.
37FS
Fazi kontroler magnetnog sistema suspenzije
Fuzzy Controler – Magnetic Suspension System
Marjan Golob, Member, IEEE, and Boris Tovornik, Member, IEEE PID and Fuzzy Control of a Magnetic Suspension System
Kandidat:
38FS
Fazi kontroler za parkiranje vozila
Fuzzy Controler for Vehicle Reverse Parking
1. R. Holve, P. Protzel: Reverse Parking of a Model Car with Fuzzy Control, In: Proceedings of the 4th European Congress on Intelligent Techniques and Soft Computing - EUFIT ‘96, Aachen, Germany, Sept. 1996, pp. 2171-2175.
2. G.G.Rigatos, S.G.Tzafestas and G.J.Evangelidis: Reactive parking control of nonholonomic vehicles via a fuzzy learning automaton, IEE Proc.-Control Theory Appl., Vol. 148, No. 2, March 2001.
3. S.Bentalba, A. El Hajjaji and A. Rachid: Fuzzy Parking and Point Stabilization: Application Car Dynamics Model, Laboratoire des systemes automatiques, Universite de Picardie-Jules Verne 7, Rue du Moulin Neuf, 80000 Amiens, FRANCE.
Kandidat: Ugrčić Momčilo, 09.01.2014.
39-40FS (DVA KANDIDATA)
Fazi kontroler za upravljanje vozilom
Fuzzy Controler for Vehicle Navigation
Yanan Zhao and Emmanuel G. Collins: Robust Automatic Parallel Parking in Tight Spaces via Fuzzy Logic, Department of Mechanical Engineering Florida A&M University - Florida State University Tallahassee, FL.
Kandidati:
41-42FS (DVA KANDIDATA)
Fazi C Means klastering
Fuzzy C Means Clustering
J. C. Bezdek: Pattern Recognition with Fuzzy Objective Function Algoritms, Plenum Press, New York, 1981.
Kandidati:
43FS
Primena fazi baza poadatka
Application of Fuzzy Databases
Kandidat: Mišković Slavica, 09.01.2014.
44FS
Fazi logička kontrola vetroenergetskih sistema
Kandidati: Vujičić Aleksandar, Gaborov Miroslav, 16.01.2014. od 12.15 časova
45FS
Automatizacija termovizijskog postupka korišćenjem fuzzy logike
Kandidat: Maljugić Nenad, 16.01.2014, od 12.15 časova
46FS
Fazi kontroler klima uredjaja
Kandidat: Konter Atila, 10.01.2014, od 12.15 časova
47FS
Fazi logički navigacioni sistem za mobilne robote
Fuzzy Logic Based Navigation System for a Mobile Robot
Kandidat: Novaković Borivoj, 10.01.2014, od 12.15 časova
NEURONSKE MREŽE (NN)
1NN
Rekurentne neuronske mreže Jordan i Elman tipa
Recurrent Networks (Jordan network and Elman network)
Ben Kröse, Patrick van der Smagt: An Introduction to Neural Networks, 8th Edition, The University of Amsterdam, 1996, pp. 47 – 50.
Kandidat:
2NN
Rekurentne neuronske mreže – Hopfildova mreža
Recurrent Networks (Hopfield network)
Ben Kröse, Patrick van der Smagt: An Introduction to Neural Networks, 8th Edition, The University of Amsterdam, 1996, pp. 50 – 52.
Kandidat: Adamov Radovan, 10.01.2014, od 12.15 časova
3NN
Rešavanje optimizacionih problema pomoću Hopfildove mreže
Hopfield networks for optimisation problems
Ben Kröse, Patrick van der Smagt: An Introduction to Neural Networks, 8th Edition, The University of Amsterdam, 1996, pp. 53 – 54.
Kandidat:
4NN
Boltzmanove mašine
Boltzmann machines
Ben Kröse, Patrick van der Smagt: An Introduction to Neural Networks, 8th Edition, The University of Amsterdam, 1996, pp. 54 – 55.
Kandidat: Valdebert Sili, 10.01.2014, od 12.15 časova
5-6NN (DVA KANDIDATA)
Adaptivna teorija rezonance – Art1: pojednostavljen model neuronske mreže
Adaptive resonance theory – ART1: The simplified neural network model
Ben Kröse, Patrick van der Smagt: An Introduction to Neural Networks, 8th Edition, The University of Amsterdam, 1996, pp. 69 – 72.
Kandidati:
7-8NN (DVA KANDIDATA)
Adaptivna teorija rezonance – Art1: originalni model
Adaptive resonance theory – ART1: The original model
Ben Kröse, Patrick van der Smagt: An Introduction to Neural Networks, 8th Edition, The University of Amsterdam, 1996, pp. 72 – 73.
Kandidati:
9-10NN (DVA KANDIDATA)
“Reinforcement” učenje
Reinforcement learning
Ben Kröse, Patrick van der Smagt: An Introduction to Neural Networks, 8th Edition, The University of Amsterdam, 1996, pp. 75 – 81.
Kandidati: Gatarić Jelena, Žemba Marija, 09.01.2014.
11NN
Primena neuronskih mreža – mobilni roboti
Neural Networks Applications – Mobile Robots
Ben Kröse, Patrick van der Smagt: An Introduction to Neural Networks, 8th Edition, The University of Amsterdam, 1996, pp. 94 – 96.
Kandidat: Jović Saša, 09.01.2014.
12NN
Primena neuronskih mreža – veštački vid
Neural Networks Applications – Vision
Ben Kröse, Patrick van der Smagt: An Introduction to Neural Networks, 8th Edition, The University of Amsterdam, 1996, pp. 97 – 100.
Kandidat: Tasovac Nikola, Radin Siniša, 09.01.2014.
13-14NN (DVA KANDIDATA)
Primena neuronskih mreža – veštački vid, cognitron i neocognitron
Neural Networks Applications – Vision, cognitron and neocognitron
Ben Kröse, Patrick van der Smagt: An Introduction to Neural Networks, 8th Edition, The University of Amsterdam, 1996, pp. 100 – 103.
Kandidati:
15NN
Primena neuronskih mreža – “Relaxation” tipovi mreža
Neural Networks Applications – Relaxation types of networks
Ben Kröse, Patrick van der Smagt: An Introduction to Neural Networks, 8th Edition, The University of Amsterdam, 1996, pp. 103 – 105.
Kandidat:
16NN
Hardverske implementacije neuronskih mreža
Hardware Implementations of Neural Networks – General Purpose Hardware
Ben Kröse, Patrick van der Smagt: An Introduction to Neural Networks, 8th Edition, The University of Amsterdam, 1996, pp. 111 – 114.
Kandidat:
17-18NN (DVA KANDIDATA)
Neuro hardver
Dedicated Neuro-Hardware
Ben Kröse, Patrick van der Smagt: An Introduction to Neural Networks, 8th Edition, The University of Amsterdam, 1996, pp. 115 – 121.
Kandidati:
19NN
Primena neuronskih mreža – fitting alat
Application of Neural Network for Fiting Problems
Mathworks, MatLab, Neural Networks Toolbox.
Kandidat:
20NN
Primena neuronskih mreža – clustering
Application of Neural Network for Clustering
Mathworks, MatLab, Neural Networks Toolbox.
Kandidat:
21NN
Primena neuronskih mreža – prepoznavanje obrazaca (pattern recognition)
Application of Neural Network to Pattern Recognition
Mathworks, MatLab, Neural Networks Toolbox.
Kandidat:
22-23NN (DVA KANDIDATA)
Primena neuronskih mreža u zdravstvu
Neural Networks Applications – Neural Networks in Healthcare
Margarita Sordo: Introduction to Neural Networks in Healthcare, Open Clinical, 2002.
Kandidati:
24-25NN (DVA KANDIDATA)
Primena neuronskih mreža u energetici
Neural Networks Applications – Neural Networks in Power Systems
M. Tarafdar Haque, and A.M. Kashtiban: Application of Neural Networks in Power Systems; A Review, World Academy of Science, Engineering and Technology 6, 2005.
Kandidati:
26-27NN (DVA KANDIDATA)
Primena neuronskih mreža u finansijama
Neural Networks Applications – Neural Networks in Finances
Martin P. Wallace: NEURAL NETWORKS AND THEIR APPLICATION TO FINANCE, Applied Technologies Centre London, UK, 2008.
Kandidati:
28-29NN (DVA KANDIDATA)
Primena neuronskih mreža – veštački vid
Neural Networks Applications – Artificial Vision
Ben Kröse, Patrick van der Smagt: An Introduction to Neural Networks, 8th Edition, The University of Amsterdam, 1996, pp. 100 – 103.
Kandidati:
30-31NN (DVA KANDIDATA)
Primena neuronskih mreža u poljoprivredi
Neural Networks Applications in Agricultural Engineering
C.-C. YANG, S.O. PRASHER, J.-A. LANDRY, H.S. RAMASWAMY and A. DITOMMASO: Application of artificial neural networks in image recognition and classification of crop and weeds, CANADIAN AGRICULTURAL ENGINEERING Vol. 42, No. 3 July/August/September 2000.
Kandidati: Karanjac Nikola, 17.01.2014, od 12.15 časova
32-33NN (DVA KANDIDATA)
Neuronske mreže za prepoznavanje ćiriličnih slova
Neural Networks – Character Recognition
Velibor Ilić: Obučavanje neuronskih mreža za prepoznavanje ćiriličnih slova, Tehnički fakultet “Mihajlo Pupin”, Zrenjanin, magistarski rad, 2002.
Kandidati:
34-35NN (DVA KANDIDATA)
Kompresija slika pomoću neuronskih mreža
Neural Networks Application – Data Compression
Dubravka Ilić: Kompresija slika korišćenjem neuronskih mreža, Tehnički fakultet “Mihajlo Pupin”, Zrenjanin, magistarski rad, 2003.
Kandidati: Zadrin Nina, 17.01.2014, od 12.15 časova
36NN
Višeslojni perceptron
Multi-Layer Perceptron (MLP)
Mahmood Amiri and Katayoun Derakhshandeh: Applied Artificial Neural Networks:from Associative Memories to Biomedical Applications, In: Artificial Neural Networks - Methodological Advances and Biomedical Applications, Edited by Kenji Suzuki, InTech, 2011, pp. 93 – 96.
Kandidat:
37NN
Regresione i Feedback neuronske mreže
Generalize Regression Neural Network (GRNN) and Self-Feedback Neural Network (SFNN)
Mahmood Amiri and Katayoun Derakhshandeh: Applied Artificial Neural Networks:from Associative Memories to Biomedical Applications, In: Artificial Neural Networks - Methodological Advances and Biomedical Applications, Edited by Kenji Suzuki, InTech, 2011, pp. 96 – 98.
Kandidat:
38NN
Asocijativne memorije
Associative memory
Mahmood Amiri and Katayoun Derakhshandeh: Applied Artificial Neural Networks:from Associative Memories to Biomedical Applications, In: Artificial Neural Networks - Methodological Advances and Biomedical Applications, Edited by Kenji Suzuki, InTech, 2011, pp. 98 – 101.
Kandidat: Bugarić Aleksandar, 17.01.2014, od 12.15 časova.
39-40NN (DVA KANDIDATA)
“Reinforcement” učenje – primeri primene
Reinforcement learning – applications
Ben Kröse, Patrick van der Smagt: An Introduction to Neural Networks, 8th Edition, The University of Amsterdam, 1996, pp. 75 – 81.
Kandidati:
41-42NN (DVA KANDIDATA)
Primena neuronskih mreža u elektro energetskim sistemima
Neural Networks Applications in Elecrical and Energetic Systems
M. Tarafdar Haque, and A.M. Kashtiban: Application of Neural Networks in Power Systems; A Review, World Academy of Science, Engineering and Technology 6, 2005.
Kandidati: Bundalo Zoran, Kosanović Vukašin, 09.01.2014. od 12.15 časova
43NN
Veštačke neuronske mreže i odziv fotosenzitivne ganglijske ćelije
Artificial Neural Networks and Retinal Ganglion Cell Responses
María P. Bonomini, José M. Ferrández and Eduardo Fernández: Artificial Neural Networks and Retinal Ganglion Cell Responses, In: Artificial Neural Networks - Methodological Advances and Biomedical Applications, Edited by Kenji Suzuki, InTech, 2011, pp. 233 – 236.
Kandidat:
44NN
Veštačke neuronske mreže – primena u dijagnozi kožnih oboljenja
Artificial Neural Networks Applied to Skin Diseases Diagnostics
Bakpo, F. S. and Kabari, L. G: Diagnosing Skin Diseases Using an Artificial Neural Network, In: Artificial Neural Networks - Methodological Advances and Biomedical Applications, Edited by Kenji Suzuki, InTech, 2011, pp. 262 – 270.
Kandidat:
45NN
Veštačke neuronske mreže i ekspertni sistemi
Artificial Neural Networks and Expert Systems
Jaroslav E. Poliščuk: Ekspertni sistemi, Elektrotehnički fakultet, Podgorica 2004, str. 168 – 176.
Kandidat:
46NN
Fazi neuron
Fuzzy Neuron
Retter Gyula, Kombinált fuzzy, neurális és genetikus módszerek,NVEST-MARKETING Bt., 2007.
Kandidat:
47NN
Neuronske mreže u računarskim igrama
Kandidat: Jankov Saša, 17.01.2014, od 12.15 časova
48NN
Softver za generisanje i obučavanje NM
Kandidat: Ćirić Ognjen, 17.01.2014, od 12.15 časova
49NN
Kontekstualna klasifikacija dokumenata
Kandidat:
50NN
Swarm Intelligence
Kandidat: Nadlački Dejan, 23.01.2014.
51NN
Prepoznavanje govora pomoću neuronski mreža
Kandidat: Vidović Vojka, 23.01.2014.
52NN
Primena neuronskih mreža za analizu mamografskih snimaka
Kandidat:
53NN
Neuroph Framework
Kandidat: Nemanja Bilinac, 09.01.2014.
54NN
Bajesovske neuronske mreže
Kandidat: Kostić Filip, 09.01.2014.
GENETCKI ALGORITMI (GA)
1GA
Elementi genetskih algoritama
Elements of Genetic Algorithms
Melanie Mitchell: An Introduction to Genetic Algorithms, A Bradford Book The MIT Press, 1999, pp. 7 – 12.
Kandidat: Krstić Ljubanović Dragana, 09.01.2014. od 12.15 časova
2-3GA (DVA KANDIDATA)
Genetski algoritmi – jednostavni primeri primene
Genetic Algorithms – simple examples
Melanie Mitchell: An Introduction to Genetic Algorithms, A Bradford Book The MIT Press, 1999, pp. 12 – 20.
Kandidati:
4GA
Funkcionisanje genetskih algoritama
How do Genetic Algorithms Work
Melanie Mitchell: An Introduction to Genetic Algorithms, A Bradford Book The MIT Press, 1999, pp. 21 – 23.
Kandidat:
5-6GA (DVA KANDIDATA)
Genetski algoritmi i rešavanje problema
Genetic Algorithms in Problem Solving
Melanie Mitchell: An Introduction to Genetic Algorithms, A Bradford Book The MIT Press, 1999, pp. 27 – 33.
Kandidati:
7-8GA (DVA KANDIDATA)
Genetski algoritmi
Genetic Algorithms
Tom V. Mathew: Genetic Algorithm,Department of Civil Engineering, Indian Institute of Technology Bombay, Mumbai-400076.
Kandidati: Antić Miloš, 17.01.2014, od 12.15 časova
9-10GA (DVA KANDIDATA)
Primena genetskih algoritama – selekcija osobina
Feauter Selection by Genetic Algorithms
M. Soryani, and N. Rafat: Application of Genetic Algorithms to Feature Subset Selection in a Farsi OCR, World Academy of Science, Engineering and Technology 18, 2006.
Kandidati:
11-12GA (DVA KANDIDATA)
Primena genetskih algoritama – obrada fotografija
Image Selection by Genetic Algorithms
Mantas Paulinas, Andrius Ušinskas: A SURVEY OF GENETIC ALGORITHMS APPLICATIONS FOR IMAGE ENHANCEMENT AND SEGMENTATION, ISSN 1392 – 124X INFORMATION TECHNOLOGY AND CONTROL, 2007, Vol.36, No.3.
Kandidati:
13GA
Genetskih algoritmi modelovanje
Genetic Algorithms and Modeling
S. Rajasekaran and G.A. Vijayalaksmi Pai: Neural Network, Fuzzy Logic, and Genetic Algorithms - Synthesis and Applications, Prentice Hall, 2005, Chapter 8-9, pp. 225-293.
Kandidat:
ROUGH SETS (RS)
1RS
Osnove teorije grubih skupova
Kandidat:
2RS
Primene teorije grubih skupova
Kandidat: Knežević Maja, 23.01.2014.
Seminarski radovi 2012/2013
MEKO RAČUNARSTVO
Teme seminarskih radova
24.05.2013.
FAZI SISTEMI (FS)
1-2FS (DVA KANDIDATA)
Primena mekog računarstva u industriji
Industrial Applications of Soft Computing
Yasuhiko Dote, Seppo J. Ovaska: Industrial Applications of Soft Computing: A Review, PROCEEDINGS OF THE IEEE, VOL. 89, NO. 9, SEPTEMBER 2001.
Kandidati: Nikolić Branislava, Stevanović Bojan, 29.11.2012.
3-4FS (DVA KANDIDATA)
Sinteza tekstura pomoću mekog računarstva
Texture Synthesis using Soft-Computing
Javier Ruiz-del-Solar, Patricio Parada Dept. of Electrical Engineering Universidad de Chile
Mario Köppen, Dept. of Pattern Recognition, Fraunhofer-Institut IPK Berlin.
Kandidati: Pejić Dragan, -
5FS
Sistemi fazi odlučivanja – sistem za infektološko upozoravanje
Fuzzy Decision-Making Systems – Infectious Disease Warning System
Kevin M. Passino, Stephen Yurkovich: Fuzzy Control, Addison Wesley Longman, 1998, pp. 161 – 165.
Kandidat: Biorac Lazar, 06.12.2012.
6FS
Sistemi fazi odlučivanja – sistem za upozoravanje otkaza u avionu
Fuzzy Decision-Making Systems – Failure Warning System for an Aircraft
Kevin M. Passino, Stephen Yurkovich: Fuzzy Control, Addison Wesley Longman, 1998, pp. 166 – 168.
Kandidat: Engel Robert, 06.12.2012.
7FS
Fazi sistemi – problem aproksimacije funkcije
Fuzzy systems – The Function Approximation Problem
Kevin M. Passino, Stephen Yurkovich: Fuzzy Control, Addison Wesley Longman, 1998, pp. 235 – 238.
Kandidat: Srećković Milan, -
8FS
Fazi sistemi – učenje iz primera
Fuzzy Systems – Learning from Examples
Kevin M. Passino, Stephen Yurkovich: Fuzzy Control, Addison Wesley Longman, 1998, pp. 282 – 285.
Kandidat: Žižik Igor, 13.12.2012.
9FS
Primena fazi sistema – razvoj konkretnog sistema u Fuzzy Logic Toolbox-u
Fuzzy Application – Fuzzy Logic Toolbox
Mathworks, MatLab, Fuzzy Logic Toolbox.
Kandidat: Stoisavljević Đorđe, 10.01.2013.
10FS
Intervalna aritmetika
Interval Arithmetic (A)
Guanrong Chen, Trung Tat Pham: Introduction to Fuzzy Sets, Fuzzy Logic, and Fuzzy Control Systems, CRC Press, 2001, pp. 9 – 12.
Kandidat: Čordašić Ilija, 13.12.2012.
11FS
O Intervalnoj aritmetici
Interval Arithmetic (B)
Guanrong Chen, Trung Tat Pham: Introduction to Fuzzy Sets, Fuzzy Logic, and Fuzzy Control Systems, CRC Press, 2001, pp. 12 – 13.
Kandidat: Meheš Robert,-
12FS
Adaptivna fazi kontrola
Adaptive Fuzzy Control (Intro, A, B)
Guanrong Chen, Trung Tat Pham: Introduction to Fuzzy Sets, Fuzzy Logic, and Fuzzy Control Systems, CRC Press, 2001, pp. 239 – 243.
Kandidat: Stajić Mihić Marijana, -
13FS
Adaptivna fazi kontrola – mehanizam za podešavanje
Adaptive Fuzzy Control – Adjusting Mechanism (C,D)
Guanrong Chen, Trung Tat Pham: Introduction to Fuzzy Sets, Fuzzy Logic, and Fuzzy Control Systems, CRC Press, 2001, pp. 243 – 246.
Kandidat: Marković Dragana, -
14FS
Primene fazi kontrolera – fazi dijagnostički sistem za nadgledanje zdravstevnog stanja
Fuzzy Control Applications – Health Monitoring Fuzzy Diagnostic System(Intro,A)
Guanrong Chen, Trung Tat Pham: Introduction to Fuzzy Sets, Fuzzy Logic, and Fuzzy Control Systems, CRC Press, 2001, pp. 271 – 276.
Kandidat: Filipović Ivan, -
15FS
Primene fazi kontrolera – računarska simulacija fazi dijagnostičkog sistema za nadgledanje zdravstevnog stanja
Fuzzy Control Applications – Health Monitoring Fuzzy Diagnostic System, Computer Symulations (B)
Guanrong Chen, Trung Tat Pham: Introduction to Fuzzy Sets, Fuzzy Logic, and Fuzzy Control Systems, CRC Press, 2001, pp. 276 – 281.
Kandidat:
16-17FS (DVA KANDIDATA)
Primene fazi kontrolera – fazi kontrola oštrine slike kod kamera sa autofokusom
Fuzzy Control Applications – Fuzzy Control of Image Sharpeness for Autofocus Cameras (Intro,A,B,C)
Guanrong Chen, Trung Tat Pham: Introduction to Fuzzy Sets, Fuzzy Logic, and Fuzzy Control Systems, CRC Press, 2001, pp. 281 – 290.
Kandidati: Petrov Nikola, Popović Ivana, 20.12.2012.
18-19FS (DVA KANDIDATA)
Primene fazi kontrolera – fazi kontrola servo mehaničkih sistema
Fuzzy Control Applications – Fuzzy Control for Servo Mechanic Systems (Intro,A,B,C)
Guanrong Chen, Trung Tat Pham: Introduction to Fuzzy Sets, Fuzzy Logic, and Fuzzy Control Systems, CRC Press, 2001, pp. 291 – 300.
Kandidati: Bojan Vujanov, Grgurović Aleksandar, 20.12.2012.
Ljubobratović Nemanja, Vasiljević Marko,-
20-21FS (DVA KANDIDATA)
Primene fazi kontrolera – fazi kontrola robotskog manipulatora
Fuzzy Control Applications – Fuzzy Controller for Robotic Manipulator (Intro,A,B,C)
Guanrong Chen, Trung Tat Pham: Introduction to Fuzzy Sets, Fuzzy Logic, and Fuzzy Control Systems, CRC Press, 2001, pp. 302 – 312.
Kandidati: Mešter Elvira, Rodić Jovana, 13.12.2012.
22FS
Adaptivni neuro-fazi inferentni sistemi, primer primene
Adaptive Neuro Fuzzy Inference Systems (ANFIS), applications
Mathworks, MatLab, Fuzzy Logic Toolbox.
Kandidat: Previšić Mihajlo, -
23-24FS (DVA KANDIDATA)
Primena fazi sistema – digitalna forenzika
Fuzzy Applications – Digital Forensic
Dustin Hurlbut: Fuzzy Hashing for Digital Forensic Investigators, AccessData, January 9, 2009.
Kandidati: Kiselički Aleksandar, 20.12.2012.
25-26FS (DVA KANDIDATA)
Primena fazi sistema u makroekonomiji
The Applications of the Fuzzy Sistems in Macroeconomy
Yurii Zaychenko, Alexey G. Kebkal, Valerii F. Krachkovckii: The Fuzzy Group Method of Data Handling and its Application to the Problems of the Macroeconomic Indexes Forecasting.
Kandidati: Jovanović Sanja, Zečar Mladen, 27.12.2012,
27FS
Fuzzy Logic Toolbox – primer primene
Fuzzy Logic Toolbox – An Application Example
Mathworks, MatLab, Fuzzy Logic Toolbox.
Kandidat: Siveri Stevica, 27.12.2012.
28FS
Primene fazi kontrolera – primena u zdravstvu
Fuzzy Control Applications – Health Applications (Intro,A)
Guanrong Chen, Trung Tat Pham: Introduction to Fuzzy Sets, Fuzzy Logic, and Fuzzy Control Systems, CRC Press, 2001, pp. 271 – 276.
Kandidat:
29-30FS (DVA KANDIDATA)
Projektovanje adaptivnih fazi kontrolera – sistem za održavanje odstojanja među vizilima
The Design of theAdaptive Fuzzy Control for Inter-Vehicle Gap Keeping
José E. Naranjo, Carlos González, Jesús Reviejo, Ricardo García, and Teresa de Pedro: Adaptive Fuzzy Control for Inter-Vehicle Gap Keeping
Kandidat: Ivanović Dejan, Janković Saša, -
31-32FS (DVA KANDIDATA)
Fazi baze podataka
Fuzzy Databases
Tanja Sekulić, Norme komparatora u fazi relacionim bazama podataka, Tehnički fakultet “Mihajlo Pupin” Zrenjanin, magistarski rad, 2005.
Kandidati: Rusovan Jasmina+Vaštag Atila, 06.12.2012. +Ilić Saša, Probojčević Zlatko
33-34FS (DVA KANDIDATA)
Poređenje normi, H – norma
Fuzzy Norm Comparison, H – norm
Branka Nikolić: Komparacija normi u fazi zaključivanju, Tehnički fakultet “Mihajlo Pupin” Zrenjanin, magistarski rad, 2002.
Kandidati: Dino Turalić, Denis Turalić, -
35-36FS (DVA KANDIDATA)
Adaptivni fazi kontroler za regulisanje brzine turbine
Fuzzy Controler – Turbine Speed Control
K. Gowrishankar, Vasanth Elancheralathan: ADAPTIVE FUZZY CONTROLLER TO CONTROL TURBINE SPEED, Rajiv Gandhi College Of Engg. & tech., Puducherry, India
Kandidati: Cukić Darko, -
37FS
Fazi kontroler magnetnog sistema suspenzije
Fuzzy Controler – Magnetic Suspension System
Marjan Golob, Member, IEEE, and Boris Tovornik, Member, IEEE PID and Fuzzy Control of a Magnetic Suspension System
Kandidat:
38FS
Fazi kontroler za parkiranje vozila
Fuzzy Controler for Vehicle Reverse Parking
1. R. Holve, P. Protzel: Reverse Parking of a Model Car with Fuzzy Control, In: Proceedings of the 4th European Congress on Intelligent Techniques and Soft Computing - EUFIT ‘96, Aachen, Germany, Sept. 1996, pp. 2171-2175.
2. G.G.Rigatos, S.G.Tzafestas and G.J.Evangelidis: Reactive parking control of nonholonomic vehicles via a fuzzy learning automaton, IEE Proc.-Control Theory Appl., Vol. 148, No. 2, March 2001.
3. S.Bentalba, A. El Hajjaji and A. Rachid: Fuzzy Parking and Point Stabilization: Application Car Dynamics Model, Laboratoire des systemes automatiques, Universite de Picardie-Jules Verne 7, Rue du Moulin Neuf, 80000 Amiens, FRANCE.
Kandidat: Zoretić Damir, 27.12.2012.
39-40FS (DVA KANDIDATA)
Fazi kontroler za upravljanje vozilom
Fuzzy Controler for Vehicle Navigation
Yanan Zhao and Emmanuel G. Collins: Robust Automatic Parallel Parking in Tight Spaces via Fuzzy Logic, Department of Mechanical Engineering Florida A&M University - Florida State University Tallahassee, FL.
Kandidati: Mišković Marko, Knežević Radovan, 27.12.2012.
41-42FS (DVA KANDIDATA)
Fazi C Means klastering
Fuzzy C Means Clustering
J. C. Bezdek: Pattern Recognition with Fuzzy Objective Function Algoritms, Plenum Press, New York, 1981.
Kandidati: Borovnica Tanja, Milojević Mladen,-
43FS
Primena fazi baza poadatka
Application of Fuzzy Databases
Kandidati: Pantoš Rada, 10.01.2013.
44FS
Fazi logička kontrola vetroenergetskih sistema
Kandidati: Krstić Bojan, -
NEURONSKE MREŽE (NN)
1NN
Rekurentne neuronske mreže Jordan i Elman tipa
Recurrent Networks (Jordan network and Elman network)
Ben Kröse, Patrick van der Smagt: An Introduction to Neural Networks, 8th Edition, The University of Amsterdam, 1996, pp. 47 – 50.
Kandidat:
2NN
Rekurentne neuronske mreže – Hopfildova mreža
Recurrent Networks (Hopfield network)
Ben Kröse, Patrick van der Smagt: An Introduction to Neural Networks, 8th Edition, The University of Amsterdam, 1996, pp. 50 – 52.
Kandidat: Đurić Nikola, 10.01.2013.
3NN
Rešavanje optimizacionih problema pomoću Hopfildove mreže
Hopfield networks for optimisation problems
Ben Kröse, Patrick van der Smagt: An Introduction to Neural Networks, 8th Edition, The University of Amsterdam, 1996, pp. 53 – 54.
Kandidat: Kopas Žolt,-
4NN
Boltzmanove mašine
Boltzmann machines
Ben Kröse, Patrick van der Smagt: An Introduction to Neural Networks, 8th Edition, The University of Amsterdam, 1996, pp. 54 – 55.
Kandidat: Čikarić Miloš, -
5-6NN (DVA KANDIDATA)
Adaptivna teorija rezonance – Art1: pojednostavljen model neuronske mreže
Adaptive resonance theory – ART1: The simplified neural network model
Ben Kröse, Patrick van der Smagt: An Introduction to Neural Networks, 8th Edition, The University of Amsterdam, 1996, pp. 69 – 72.
Kandidati:
7-8NN (DVA KANDIDATA)
Adaptivna teorija rezonance – Art1: originalni model
Adaptive resonance theory – ART1: The original model
Ben Kröse, Patrick van der Smagt: An Introduction to Neural Networks, 8th Edition, The University of Amsterdam, 1996, pp. 72 – 73.
Kandidati:
9-10NN (DVA KANDIDATA)
“Reinforcement” učenje
Reinforcement learning
Ben Kröse, Patrick van der Smagt: An Introduction to Neural Networks, 8th Edition, The University of Amsterdam, 1996, pp. 75 – 81.
Kandidati: Dionisiev Darko, -
11NN
Primena neuronskih mreža – mobilni roboti
Neural Networks Applications – Mobile Robots
Ben Kröse, Patrick van der Smagt: An Introduction to Neural Networks, 8th Edition, The University of Amsterdam, 1996, pp. 94 – 96.
Kandidat: Čamagić Maja, 17.01.2013.
12NN
Primena neuronskih mreža – veštački vid
Neural Networks Applications – Vision
Ben Kröse, Patrick van der Smagt: An Introduction to Neural Networks, 8th Edition, The University of Amsterdam, 1996, pp. 97 – 100.
Kandidat: Spasić Stefan, 17.01.2013.
13-14NN (DVA KANDIDATA)
Primena neuronskih mreža – veštački vid, cognitron i neocognitron
Neural Networks Applications – Vision, cognitron and neocognitron
Ben Kröse, Patrick van der Smagt: An Introduction to Neural Networks, 8th Edition, The University of Amsterdam, 1996, pp. 100 – 103.
Kandidati:
15NN
Primena neuronskih mreža – “Relaxation” tipovi mreža
Neural Networks Applications – Relaxation types of networks
Ben Kröse, Patrick van der Smagt: An Introduction to Neural Networks, 8th Edition, The University of Amsterdam, 1996, pp. 103 – 105.
Kandidat:
16NN
Hardverske implementacije neuronskih mreža
Hardware Implementations of Neural Networks – General Purpose Hardware
Ben Kröse, Patrick van der Smagt: An Introduction to Neural Networks, 8th Edition, The University of Amsterdam, 1996, pp. 111 – 114.
Kandidat: Pavlović Tijana, -
17-18NN (DVA KANDIDATA)
Neuro hardver
Dedicated Neuro-Hardware
Ben Kröse, Patrick van der Smagt: An Introduction to Neural Networks, 8th Edition, The University of Amsterdam, 1996, pp. 115 – 121.
Kandidati: Đaković Violeta. 17.01.2013.
19NN
Primena neuronskih mreža – fitting alat
Application of Neural Network for Fiting Problems
Mathworks, MatLab, Neural Networks Toolbox.
Kandidat:
20NN
Primena neuronskih mreža – clustering
Application of Neural Network for Clustering
Mathworks, MatLab, Neural Networks Toolbox.
Kandidat:
21NN
Primena neuronskih mreža – prepoznavanje obrazaca (pattern recognition)
Application of Neural Network to Pattern Recognition
Mathworks, MatLab, Neural Networks Toolbox.
Kandidat: Petrović Vladimir, -
22-23NN (DVA KANDIDATA)
Primena neuronskih mreža u zdravstvu
Neural Networks Applications – Neural Networks in Healthcare
Margarita Sordo: Introduction to Neural Networks in Healthcare, Open Clinical, 2002.
Kandidati: Bešlić Đurica,-
24-25NN (DVA KANDIDATA)
Primena neuronskih mreža u energetici
Neural Networks Applications – Neural Networks in Power Systems
M. Tarafdar Haque, and A.M. Kashtiban: Application of Neural Networks in Power Systems; A Review, World Academy of Science, Engineering and Technology 6, 2005.
Kandidati:
26-27NN (DVA KANDIDATA)
Primena neuronskih mreža u finansijama
Neural Networks Applications – Neural Networks in Finances
Martin P. Wallace: NEURAL NETWORKS AND THEIR APPLICATION TO FINANCE, Applied Technologies Centre London, UK, 2008.
Kandidati:
28-29NN (DVA KANDIDATA)
Primena neuronskih mreža – veštački vid
Neural Networks Applications – Artificial Vision
Ben Kröse, Patrick van der Smagt: An Introduction to Neural Networks, 8th Edition, The University of Amsterdam, 1996, pp. 100 – 103.
Kandidati:
30-31NN (DVA KANDIDATA)
Primena neuronskih mreža u poljoprivredi
Neural Networks Applications in Agricultural Engineering
C.-C. YANG, S.O. PRASHER, J.-A. LANDRY, H.S. RAMASWAMY and A. DITOMMASO: Application of artificial neural networks in image recognition and classification of crop and weeds, CANADIAN AGRICULTURAL ENGINEERING Vol. 42, No. 3 July/August/September 2000.
Kandidati: Licko Stevan, Stajić Filip, -
32-33NN (DVA KANDIDATA)
Neuronske mreže za prepoznavanje ćiriličnih slova
Neural Networks – Character Recognition
Velibor Ilić: Obučavanje neuronskih mreža za prepoznavanje ćiriličnih slova, Tehnički fakultet “Mihajlo Pupin”, Zrenjanin, magistarski rad, 2002.
Kandidati: Šešlija Miodrag + Tomić Miroslav, Beljin Ljubomir, 21.01.2013.
34-35NN (DVA KANDIDATA)
Kompresija slika pomoću neuronskih mreža
Neural Networks Application – Data Compression
Dubravka Ilić: Kompresija slika korišćenjem neuronskih mreža, Tehnički fakultet “Mihajlo Pupin”, Zrenjanin, magistarski rad, 2003.
Kandidati: Mašić Aleksandar, Dragan Nikola, 21.01.2013.
36NN
Višeslojni perceptron
Multi-Layer Perceptron (MLP)
Mahmood Amiri and Katayoun Derakhshandeh: Applied Artificial Neural Networks:from Associative Memories to Biomedical Applications, In: Artificial Neural Networks - Methodological Advances and Biomedical Applications, Edited by Kenji Suzuki, InTech, 2011, pp. 93 – 96.
Kandidat: Milošević Miroslav, 21.01.2013.
37NN
Regresione i Feedback neuronske mreže
Generalize Regression Neural Network (GRNN) and Self-Feedback Neural Network (SFNN)
Mahmood Amiri and Katayoun Derakhshandeh: Applied Artificial Neural Networks:from Associative Memories to Biomedical Applications, In: Artificial Neural Networks - Methodological Advances and Biomedical Applications, Edited by Kenji Suzuki, InTech, 2011, pp. 96 – 98.
Kandidat:
38NN
Asocijativne memorije
Associative memory
Mahmood Amiri and Katayoun Derakhshandeh: Applied Artificial Neural Networks:from Associative Memories to Biomedical Applications, In: Artificial Neural Networks - Methodological Advances and Biomedical Applications, Edited by Kenji Suzuki, InTech, 2011, pp. 98 – 101.
Kandidat: Alavanja Đorđe, 21.01.2013.
39-40NN (DVA KANDIDATA)
“Reinforcement” učenje – primeri primene
Reinforcement learning – applications
Ben Kröse, Patrick van der Smagt: An Introduction to Neural Networks, 8th Edition, The University of Amsterdam, 1996, pp. 75 – 81.
Kandidati: Sretenović Dejan, -
41-42NN (DVA KANDIDATA)
Primena neuronskih mreža u elektro energetskim systemima
Neural Networks Applications in Elecrical and Energetic Systems
M. Tarafdar Haque, and A.M. Kashtiban: Application of Neural Networks in Power Systems; A Review, World Academy of Science, Engineering and Technology 6, 2005.
Kandidati: Jović Marko, Marinović Miroslav, -
43NN
Veštačke neuronske mreže i odziv fotosenzitivne ganglijske ćelije
Artificial Neural Networks and Retinal Ganglion Cell Responses
María P. Bonomini, José M. Ferrández and Eduardo Fernández: Artificial Neural Networks and Retinal Ganglion Cell Responses, In: Artificial Neural Networks - Methodological Advances and Biomedical Applications, Edited by Kenji Suzuki, InTech, 2011, pp. 233 – 236.
Kandidati:
44NN
Veštačke neuronske mreže – primena u dijagnozi kožnih oboljenja
Artificial Neural Networks Applied to Skin Diseases Diagnostics
Bakpo, F. S. and Kabari, L. G: Diagnosing Skin Diseases Using an Artificial Neural Network, In: Artificial Neural Networks - Methodological Advances and Biomedical Applications, Edited by Kenji Suzuki, InTech, 2011, pp. 262 – 270.
Kandidati: Vorkapić Dalibor, -
45NN
Veštačke neuronske mreže i ekspertni sistemi
Artificial Neural Networks and Expert Systems
Jaroslav E. Poliščuk: Ekspertni sistemi, Elektrotehnički fakultet, Podgorica 2004, str. 168 – 176.
Kandidati: Ivošević Aleksandar, 21.01.2013.
46NN
Fazi neuron
Fuzzy Neuron
Retter Gyula, Kombinált fuzzy, neurális és genetikus módszerek,NVEST-MARKETING Bt., 2007. Kandidati:
47NN
Neuronske mreže u računarskim igrama
Kandidati: Blanuša Dragan, 27.12.2012.
48NN
Softver za generisanje i obučavanje NM
Kandidati: Pavlović Jasmin, 27.12.2012.
49NN
Kontekstualna klasifikacija dokumenata
Kandidati: Milović Rade, 17.01.2013.
50NN
Swarm Intelligence
Kandidati: Mirković Nenad, 21.01.2013.
51NN
Prepoznavanje govora pomoću neuronski mreža
Kandidati: Tomin Dragana, 21.01.2013.
52NN
Primena neuronskih mreža za analizu mamografskih snimaka
Kandidati: Kardoš Atila, -
GENETCKI ALGORITMI (GA)
1GA
Elementi genetskih algoritama
Elements of Genetic Algorithms
Melanie Mitchell: An Introduction to Genetic Algorithms, A Bradford Book The MIT Press, 1999, pp. 7 – 12.
Kandidat: Jevremov Aleksandar, 21.01.2013.?
2-3GA (DVA KANDIDATA)
Genetski algoritmi – jednostavni primeri primene
Genetic Algorithms – simple examples
Melanie Mitchell: An Introduction to Genetic Algorithms, A Bradford Book The MIT Press, 1999, pp. 12 – 20.
Kandidati:
4GA
Funkcionisanje genetskih algoritama
How do Genetic Algorithms Work
Melanie Mitchell: An Introduction to Genetic Algorithms, A Bradford Book The MIT Press, 1999, pp. 21 – 23.
Kandidat: Uglješin Spasoje, 21.01.2013.
5-6GA (DVA KANDIDATA)
Genetski algoritmi i rešavanje problema
Genetic Algorithms in Problem Solving
Melanie Mitchell: An Introduction to Genetic Algorithms, A Bradford Book The MIT Press, 1999, pp. 27 – 33.
Kandidati: Filipović M. Ivan,Zorić Marko, -
7-8GA (DVA KANDIDATA)
Genetski algoritmi
Genetic Algorithms
Tom V. Mathew: Genetic Algorithm,Department of Civil Engineering, Indian Institute of Technology Bombay, Mumbai-400076.
Kandidati: Borisavljević Dijana, Kovačević Jelena, 21.01.2013.
9-10GA (DVA KANDIDATA)
Primena genetskih algoritama – selekcija osobina
Feauter Selection by Genetic Algorithms
M. Soryani, and N. Rafat: Application of Genetic Algorithms to Feature Subset Selection in a Farsi OCR, World Academy of Science, Engineering and Technology 18, 2006.
Kandidati: Simin Slađan, 21.01.2013.
11-12GA (DVA KANDIDATA)
Primena genetskih algoritama – obrada fotografija
Image Selection by Genetic Algorithms
Mantas Paulinas, Andrius Ušinskas: A SURVEY OF GENETIC ALGORITHMS APPLICATIONS FOR IMAGE ENHANCEMENT AND SEGMENTATION, ISSN 1392 – 124X INFORMATION TECHNOLOGY AND CONTROL, 2007, Vol.36, No.3.
Kandidati: Simić Goran, Jovičin Tomislav, 21.01.2013.
13GA
Genetskih algoritmi modelovanje
Genetic Algorithms and Modeling
S. Rajasekaran and G.A. Vijayalaksmi Pai: Neural Network, Fuzzy Logic, and Genetic Algorithms - Synthesis and Applications, Prentice Hall, 2005, Chapter 8-9, pp. 225-293.
Kandidat:
ROUGH SETS (RS)
1RS
Osnove teorije grubih skupova
Kandidat: Nožinić Dalibor, -