Milan Tuba je rođen 27.08.1952. u Lučanima, SFR Jugoslavija.
Milan Tuba, Head of the Artificial Intelligence project, redovni profesor računarskih nauka i matematike, uvršten je na Stanfordsku listu 2% najuticajnijih naučnika sveta u svim disciplinama i to na obe verzije te liste, za celokupni doprinos tokom karijere i doprinos u prethodnoj godini (za godine 2020, 2021, 2022, 2023 i 2024). Bio je prorektor za međunarodnu saradnju Univerziteta Singidunum, šef Departmana za matematičke nauke Državnog univerziteta u Novom Pazaru i dekan Fakulteta računarskih nauka Univerziteta Džon Nezbit. Prof. Tuba je autor ili koautor oko 300 naučnih radova (citiran preko 7800 puta, h-indeks 53) i urednik, kourednik ili član uređivačkog odbora ili naučnog odbora niza naučnih časopisa, Springer monografija i konferencija. Održao je po pozivu preko 100 keynote, plenarnih i inauguralnih predavanja na međunarodnim kongresima i konferencijama.
Diplomirao je matematiku, stekao je zvanja magistar matematike i magistar računarstva, doktor računarskih nauka na Matematičkom fakultetu Univerziteta u Beogradu i New York University. Od 1983. do 1994. bio je u SAD na Vanderbilt University, Nashville i Courant Institute of Mathematical Sciences, New York University, a kasnije kao docent elektrotehnike na Cooper Union School of Engineering, New York. Za to vreme bio je osnivač i direktor Laboratorije za mikroprocesore i VLSI laboratorije, rukovodilac naučnih projekata NSF-a i mentor studentima osnovnih i posdiplomskih studija. Bio je mentor desetine doktorskih i master disertacija na Matematičkom fakultetu Univerziteta u Beogradu, Univerzitetu Singidunum, Uverzitetu u Sarajevu, Državnom Univerzitetu u Novom Pazaru, Džon Nezbit Univerzitetu, Univerzitetu u Istočnom Sarajevu. Predavao je više od 20 kurseva na osnovnim i posdiplomskim studijama, od VLSI dizajna i računarske arhitekture do računarskih mreža, operativnih sistema, veštačke inteligencije, obrade digitalnih slika, analize i teorije redova na brojnim univerzitetima u regionu i Americi. Prof. Tuba je recenzent Komisije za akreditaciju univerziteta Republike Srbije.
Njegov istraživački interes obuhvata optimizacije algoritmima inspirisanih prirodom primenjene na obradu slika, računarske mreže i neuronske mreže. Član je naučnih društva ACM - Senior Member, IEEE - Senior Member, AMS, SIAM, IFNA, IASEI, SCRS.
Knjige:
- S. Tomic, M. Beko, R. Dinis, M. Tuba, N. Bacanin, RSS-AoA based Target Localization and Tracking in Wireless Sensor Networks, River Publisher Series in Comunications, 2017
- M. Tuba, Računarski hardver, deo drugi, digitalna logika, Akademska misao, 2016
Radovi u časopisima:
- S. Purkovic, L. Jovanovic, M. Zivkovic, M. Antonijevic, E. Dolicanin, E. Tuba, M. Tuba, N. Bacanin, P. Spalevic, Audio analysis with convolutional neural networks and boosting algorithms tuned by metaheuristics for respiratory condition classification, Journal of King Saud University - Computer and Information Sciences, No. 102261, pp. 1 - 71, Dec, 2024
- M. Pavlov-Kagadejev, L. Jovanovic, N. Bacanin, M. Deveci, M. Zivkovic, M. Tuba, I. Strumberger, W. Pedrycz, Optimizing long-short-term memory models via metaheuristics for decomposition aided wind energy generation forecasting, ARTIFICIAL INTELLIGENCE REVIEW, Vol. 57, No. 45, pp. 1 - 57, Feb, 2024
- I. Tuba, M. Veinović, E. Tuba, R. Capor Hrosik, M. Tuba, Tuning Convolutional Neural Network Hyperparameters by Bare Bones Fireworks Algorithm, STUDIES IN INFORMATICS AND CONTROL, Vol. 31, No. 1, pp. 25 - 35, Mar, 2022
- T. Bezdan, M. Zivkovic, N. Bacanin, I. Strumberger, E. Tuba, M. Tuba, Multi-objective task scheduling in cloud computing environment by hybridized bat algorithm, JOURNAL OF INTELLIGENT AND FUZZY SYSTEMS, Vol. 42, No. 1, pp. 411 - 423, 2022
- N. Bačanin DŽakula, T. Bezdan, E. Tuba, I. Štrumberger, M. Tuba, Monarch butterfly optimization based convolutional neural network design, Mathematics, Vol. 8, No. 6, pp. 936 - 936, Jun, 2020
- S. Tomic, M. Beko, M. Tuba, Exploiting Orientation Information to Improve Range-Based Localization Accuracy, IEEE Access, Vol. 8, pp. 44041 - 44047, Mar, 2020
- N. Bacanin, T. Bezdan, E. Tuba, I. Strumberger, M. Tuba, Optimizing Convolutional Neural Network Hyperparameters by Enhanced Swarm Intelligence Metaheuristics, Algorithms, Vol. 13, No. 6, pp. 67:1 - 67:33, Mar, 2020
- I.Strumberger, N. Bacanin, M. Tuba, E. Tuba, Resource Scheduling in Cloud Computing Based on a Hybridized Whale Optimization Algorithm, Applied Sciences, Vol. 9, No. 22, pp. 4893 - 4893, Nov, 2019
- M. Tuba, E. Tuba, Generative Adversarial Optimization (GOA) for Acute Lymphocytic Leukemia Detection, STUDIES IN INFORMATICS AND CONTROL, Vol. 28, No. 3, pp. 245 - 254, Oct, 2019
- I. Strumberger, M. Tuba, N. Bacanin, E. Tuba, Cloudlet Scheduling by Hybridized Monarch Butterfly Optimization Algorithm, Journal of Sensor and Actuator Networks, Vol. 8, No. 3, pp. 44 - 44, Aug, 2019
- Ivana Strumberger, Miroslav Minovic, Milan Tuba, Nebojsa Bacanin, Performance of Elephant Herding Optimization and Tree Growth Algorithm Adapted for Node Localization in Wireless Sensor Networks, SENSORS, Vol. 19, No. 11, pp. 2515 - 2515, Jun, 2019
- R. Jovanovic, M. Tuba, S. Voss, An Efficient Ant Colony Optimization Algorithm for the Blocks Relocation Problem, EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, Vol. 274, No. 1, pp. 78 - 90, Apr, 2019
- S. Tomic, M. Beko, M. Tuba, A Linear Estimator for Network Localization Using Integrated RSS and AOA Measurements, IEEE SIGNAL PROCESSING LETTERS, Vol. 26, No. 3, pp. 405 - 409, Mar, 2019
- R. Jovanović, M. Tuba, S. Voss, An efficient ant colony optimization algorithm for the blocks relocation problem, EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, Vol. 274, pp. 78 - 90, 2019
- R. CAPOR HROSIK, E. Tuba, E. Dolićanin, R. Jovanović, M. Tuba, Brain image segmentation based on firefly algorithm combined with k-means clustering., STUDIES IN INFORMATICS AND CONTROL, pp. 167 - 176, 2019
- R. Capor Hrosik, E. Tuba, E. Dolicanin, R. Jovanovic, M. Tuba, Brain Image Segmentation Based on Firefly Algorithm Combined With K-Means Clustering, STUDIES IN INFORMATICS AND CONTROL, Vol. 28, No. 2, pp. 167 - 176, 2019
- S. Tomic, M. Beko, M. Tuba, V. Franco Correia, Target Localization in NLOS Environments Using RSS and TOA Measurements, IEEE Wireless Communications Letters, Vol. 7, No. 6, pp. 1062 - 1065, Dec, 2018
- E. Dolicanin, I. Fetahovic, E. Tuba, R. Capor-Hrosik, M. Tuba, Unmanned Combat Aerial Vehicle Path Planning by Brain Storm Optimization Algorithm, STUDIES IN INFORMATICS AND CONTROL, Vol. 27, No. 1, pp. 15 - 24, Mar, 2018
- E. Tuba, M. Tuba, E. Dolicanin, Adjusted Fireworks Algorithm Applied to Retinal Image Registration, STUDIES IN INFORMATICS AND CONTROL, Vol. 26, No. 1, pp. 33 - 42, Mar, 2017
- E. Tuba, R. Jovanovic, M. Tuba, Copy-Move Forgery Detection in Digital Images by Reduced Features Ovelapping Block-Based Algorithm, WSEAS Transactions on Signal Processing, Vol. 13, pp. 1 - 12, 2017
- N. Martinovic, M. Beko, M. Tuba, Block Based Low Quality Fingerprint Image Enhancement, International Journal of Signal Processing, Vol. 1, pp. 203 - 209, 2017
- D. Vukadinov, R. Jovanovic, M. Tuba, An Algorithm for Coastline Extraction from Satellite Imagery, International Journal of Computers, Vol. 2, pp. 8 - 15, 2017
- M. El Sghair, R. Jovanovic, M. Tuba, An Algorithm for Plant Diseases Detection Based on Color Features, International Journal of Agricultural Science, Vol. 2, pp. 1 - 6, 2017
- M. Joksic, E. Tuba, M. Tuba, Improved Security of Compound Mapping Algorithm for Image Watermarking, International Journal of Signal Processing, Vol. 2, pp. 1 - 6, 2017
- E. Tuba, R. Jovanovic, M. Tuba, Plant Diseases Detection Based on Color Features and Kapur’s Method, WSEAS Transactions on Information Science and Applications, Vol. 14, pp. 31 - 39, 2017
- E. Tuba, M. Beko, M. Tuba, Visible Digital Image Watermarking by Compound Mapping Algorithm, WSEAS Transactions on Systems, Vol. 16, pp. 76 - 84, 2017
- V. Tuba, R. Capor-Hrosik, M. Tuba, Comparative Study of Krill Herd Algorithm and Flower Pollination Algorithm, International Journal of Applied Mathematics and Informatics, Vol. 11, pp. 6 - 10, 2017
- V. Tuba, M. Beko, M. Tuba, Performance of Elephant Herding Optimization Algorithm on CEC 2013 real parameter single objective optimization, WSEAS Transaction on Systems, Vol. 16, pp. 100 - 105, 2017
- S. Tomic, M. Beko, R. Dinis, M. Tuba, N. Bacanin, Bayesian methodology for target tracking using combined RSS and AoA measurements, Physical Communication, Vol. 25, No. 1, pp. 158 - 166, 2017
- R. Jovanovic, M. Tuba, S. Voss, An ant colony optimization algorithm for partitioning graphs with supply and demand, Applied Soft Computing, Vol. 41, pp. 317 - 330, Apr, 2016
- M. Beko, M. Marikj, R. Dinis, M. Tuba, Peak-to-average power ratio reduction in multiple-input multiple-output orthogonal frequency-division multiple access systems using geodesic descent method, IET Communications, Vol. 10, No. 2, pp. 212 - 218, Jan, 2016
- S. Korolija, E. Tuba, M. Tuba, An Algorithm for Medical Magnetic Resonance Image Non-Local Means Denoising, International Journal of Signal Processing, Vol. 1, pp. 138 - 145, 2016
- S. Korolija, E. Tuba, M. Tuba, Medical Magnetic Resonance Image Denoising by Adjusted Non-Local Means Algorithm, WSEAS Transactions on System, Vol. 15, pp. 121 - 133, 2016
- M. Lukic, M. Tuba, R. Jovanovic, Two-Stage Algorithm for License Plate Extraction, International Journal of Systems Applications, Engineering and Development, Vol. 10, pp. 335 - 339, 2016
- R. Jovanovic, M. Tuba, S. Voss, A multi-heuristic approach for solving the pre-marshalling problem, Central European Journal of Operations Research, Vol. 25, No. 1, pp. 1 - 28, 2015
- N. Bacanin, M. Tuba, Firefly Algorithm for Cardinality Constrained Mean-Variance Portfolio Optimization Problem with Entropy Diversity Constraint, The Scientific World Journal, Vol. 2014, No. ID 721521, pp. 1 - 16, Nov, 2014
- M. Tuba, N. Bacanin, Improved seeker optimization algorithm hybridized with firefly algorithm for constrained optimization problems, NEUROCOMPUTING, Vol. 143, pp. 197 - 207, Nov, 2014
- A. Alihodzic, M. Tuba, Improved Bat Algorithm Applied to Multilevel Image Thresholding, The Scientific World Journal, Vol. 2014, No. ID176718, pp. 1 - 16, Nov, 2014
- M. Tuba, N. Bacanin, Artificial bee colony algorithm hybridized with firefly metaheuristic for cardinality constrained mean-variance portfolio problem, Applied Mathematics and Information Sciences, Vol. 8, No. 6, pp. 2831 - 2844, Nov, 2014
- M. Subotic, M. Tuba, Parallelized Multiple Swarm Artificial Bee Colony Algorithm (MS-ABC) for Global Optimization, STUDIES IN INFORMATICS AND CONTROL, Vol. 23, No. 1, pp. 117 - 126, Mar, 2014
- N. Bacanin, M. Tuba, B. Pelevic, Constrained portfolio selection using artificial bee colony (ABC) algorithm, International Journal of Mathematical Models and Methods in Applied Sciences, Vol. 8, pp. 190 - 198, 2014
- M. Tuba, N. Bacanin, B. Pelevic, Krill herd (KH) algorithm applied to the constrained portfolio selection problem, International Journal of Mathematics and Computers in Simulation, Vol. 8, pp. 94 - 102, 2014
- M. Tuba, R. Capor-Hrosik, M. Vukovic, Face detection based on invariant moments classified by neural network, International Journal of Circuits, Systems and Signal Processing, Vol. 8, pp. 203 - 210, 2014
- M. Tuba, Multilevel image thresholding by nature-inspired algorithms: A short review, Computer Science Journal of Moldova, Vol. 22, No. 3(66), pp. 318 - 338, 2014
- M. Tuba, R. Jovanovic, Improved ACO Algorithm with Pheromone Correction Strategy for the Traveling Salesman Problem, International Journal of Computers, Communications and Control, Vol. 8, No. 3, pp. 477 - 485, Jun, 2013
- M. Tuba, I. Brajevic, R. Jovanovic, Hybrid Seeker Optimization Algorithm for Global Optimization, Applied Mathematics and Information Sciences, Vol. 7, No. 3, pp. 867 - 875, May, 2013
- M. Tuba, Asymptotic Behavior of the Maximum Entropy Routing in Computer Networks, Entropy, Vol. 15, No. 1, pp. 361 - 371, 2013
- M. Tuba, J. Tasic, Image analogies based filters for composite distortions, International Journal of Mathematical Models and Methods in Applied Sciences, Vol. 7, No. 5, pp. 532 - 540, 2013
- M. Tuba, I. Brajevic, Modified seeker optimization algorithm for image segmentation by multilevel thresholding, International Journal of Mathematical Models and Methods in Applied Sciences, Vol. 7, No. 4, pp. 370 - 378, 2013
- M. Tuba, N. Bacanin, N. Stanarevic, Multithreaded implementation and performance of a modified artificial fish swarm algorithm for unconstrained optimization, International Journal of Mathematics and Computers in Simulation, Vol. 7, No. 3, pp. 215 - 222, 2013
- M. Tuba, N. Bacanin, B. Pelevic, Framework for constrained portfolio selection by the firefly algorithm, International Journal of Mathematical Models and Methods in Applied Sciences, Vol. 7, No. 10, pp. 888 - 896, 2013
- R. Jovanovic, M. Tuba, Ant Colony Optimization Algorithm with Pheromone Correction Strategy for the Minimum Connected Dominating Set Problem, Computer Science and Information Systems, Vol. 10, No. 1, pp. 133 - 149, 2013
- I. Brajevic, M. Tuba, An upgraded artificial bee colony algorithm (ABC) for constrained optimization problems, JOURNAL OF INTELLIGENT MANUFACTURING, Vol. 24, No. 4, pp. 729 - 740, 2013
- N. Bacanin, M. Tuba, Artificial Bee Colony (ABC) Algorithm for Constrained Optimization Improved with Genetic Operators, STUDIES IN INFORMATICS AND CONTROL, Vol. 21, No. 2, pp. 137 - 146, Jun, 2012
- M. Tuba, N. Bacanin, N. Stanarevic, Adjusted artificial bee colony (ABC) algorithm for engineering problems, WSEAS Transaction on Computers, Vol. 11, No. 4, pp. 111 - 120, Apr, 2012
- M. Tuba, M. Subotic, N. Stanarevic, Performance of a modified cuckoo search algorithm for unconstrained optimization problems, WSEAS Transactions on Systems, Vol. 11, No. 2, pp. 62 - 74, Feb, 2012
- R. Jovanovic, M. Tuba, An ant colony optimization algorithm with improved pheromone correction strategy for the minimum weight vertex cover problem, Applied Soft Computing, Vol. 11, No. 8, pp. 5360 - 5366, Dec, 2011
- N. Bacanin, M. Tuba, I. Brajevic, Performance of object-oriented software system for improved artificial bee colony optimization, International Journal of Mathematics and Computers in Simulation, Vol. 5, No. 2, pp. 154 - 162, 2011
- N. Stanarevic, M. Tuba, N. Bacanin, Modified artificial bee colony algorithm for constrained problems optimization, International Journal of Mathematical Models and Methods in Applied Sciences, Vol. 5, No. 3, pp. 644 - 651, 2011
- M. Tuba, I. Moisil, Aspects Concerning Information Literacy in the 21th Century, STUDIES IN INFORMATICS AND CONTROL, Vol. 19, No. 2, pp. 193 - 198, 2010
Radovi na konferencijama:
- T. Bezdan, I. Štrumberger, M. Tuba, Optimizing Machine Learning for Breast Cancer Detection by Hybrid Metaheuristic Approach, IEEE, pp. 1 - 6, Apr, 2024
- T. Bezdan, I. Strumberger, M. Tuba, Optimizing Machine Learning for Breast Cancer Detection by Hybrid Metaheuristic Approach, 2024 IEEE 12th International Symposium on Digital Forensics and Security (ISDFS), San Antonio, TX, USA, pp. 1 - 6, Apr, 2024
- A. Alihodzic, E. Tuba, M. Tuba, Adjusted Harris Hawks Optimization for the Minimum Weight Triangulation, IEEE 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), pp. 1 - 6, Jul, 2023
- A. Alihodzic, E. Tuba, M. Tuba, Optimal Parameters Selection of Support Vector Machines Using Bat Algorithm, IEEE 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), pp. 1 - 5, Jul, 2023
- U. Tuba, E. Tuba, M. Tuba, M. Veinović, Feature Selection for Classification Problems by Binary Bare Bones Fireworks Algorithm, Proceedings, May, 2023
- U. Tuba, E. Tuba, R. Capor Hrosik, M. Tuba, M. Veinović, Frequency and Texture Features for Iris Recognition, Proceedings of Papers, pp. 208 - 211, Dec, 2022
- E. Tuba, A. Alihodzic, U. Tuba, R. Capor Hrosik, M. Tuba, Swarm Intelligence Approach for Feature Selection Problem, IEEE 10th International Symposium on Digital Forensics and Security (ISDFS), pp. 1 - 6, Jun, 2022
- E. Tuba, I. Štrumberger, I. Tuba, N. Bačanin DŽakula, M. Tuba, Acute Lymphoblastic Leukemia Detection by Tuned Convolutional Neural Network, IEEE 32nd International Conference Radioelektronika (RADIOELEKTRONIKA), pp. 1 - 4, Apr, 2022
- S. Delalic, A. Alihodzic, M. Tuba, E. Selmanovic, D. Hasic, Discrete Bat Algorithm for Event Planning optimization, IEEE 43rd International Convention on Information, Communication and Electronic Technology (MIPRO), pp. 1085 - 1090, Sep, 2020
- N. Bacanin, E. Tuba, T. Bezdan, I. Strumberger, R. Jovanovic, M. Tuba, Dropout Probability Estimation in Convolutional Neural Networks by the Enhanced Bat Algorithm, 2020 IEEE International Joint Conference on Neural Networks (IJCNN), Glasgow, UK, pp. 1 - 7, Jul, 2020
- M. Živković, N. Bačanin, E. Tuba, I. Štrumberger, T. Bezdan, M. Tuba, Wireless Sensor Networks Life Time Optimization Based on the Improved Firefly Algorithm, 2020 International Wireless Communications and Mobile Computing (IWCMC), pp. 1176 - 1181, Jun, 2020
- M. Zivkovic, N. Bacanin, T. Zivkovic, I. Strumberger, E. Tuba, M. Tuba, Enhanced Grey Wolf Algorithm for Energy Efficient Wireless Sensor Networks, 2020 IEEE Zooming Innovation in Consumer Technologies Conference (ZINC), Novi Sad, Serbia, pp. 87 - 92, May, 2020
- N. Bacanin, T. Bezdan, E. Tuba, I. Strumberger, M. Tuba, M. Živković, Task Scheduling in Cloud Computing Environment by Grey Wolf Optimizer, 27th Telekomunikacioni forum TELFOR 2019, Beograd, Nov, 2019
- I. Strumberger, E. Tuba, N. Bacanin, M. Beko, M. Tuba, Convolutional Neural Network Architecture Design by the Tree Growth Algorithm Framework, International Joint Conference on Neural Networks (IJCNN), pp. 1 - 8, Jul, 2019
- E. Tuba, I. Strumberger, N. Bacanin, M. Tuba, Analysis of local binary pattern for emphysema classification in lung CT image, 2019 IEEE 11th International Conference on Electronics, Computers and Artificial Intelligence (ECAI), Pitesti, Romania, pp. 1 - 5, Jun, 2019
- E. Tuba, I. Strumberger, N. Bacanin, D. Zivkovic, M. Tuba, Brain Storm Optimization Algorithm for Thermal Image Fusion using DCT Coefficients, IEEE Congress on Evolutionary Computation (CEC), pp. 1 - 8, Jun, 2019
- D. Milic, M. Simic, B. Nikolic, M. Tuba, P. Spalević, Capacity of Adaptive Free Space Optical Transmission over Malaga Turbulence with Pointing Error using Truncated Channel Inversion, IEEE 7th International Symposium on Digital Forensic and Security (ISDFS 2019), pp. 1 - 6, Jun, 2019
- I. Strumberger, E. Tuba, N. Bacanin, M. Tuba, Dynamic Tree Growth Algorithm for Load Scheduling in Cloud Environments, IEEE Congress on Evolutionary Computation (CEC), pp. 1 - 8, Jun, 2019
- E. Tuba, I. Strumberger, N. Bacanin, R. Jovanovic, M. Tuba, Bare Bones Fireworks Algorithm for Feature Selection and SVM Optimization, IEEE Congress on Evolutionary Computation (CEC), pp. 1 - 8, Jun, 2019
- I. Strumberger, E. Tuba, M. Zivkovic, N. Bacanin, M. Beko, M. Tuba, Designing Convolutional Neural Network Architecture by the Firefly Algorithm, IEEE International Young Engineers Forum (YEF-ECE), pp. 1 - 4, May, 2019
- N. Bacanin, I. Strumberger, E. Tuba, M. Tuba, Hybridized Particle Swarm Optimization for Constrained Problems, Sinteza, pp. 17 - 25, Apr, 2019
- E. Tuba, R. Jovanovic, D. Zivković, M. Beko, M. Tuba, Clustering Algorithm Optimized by Brain Storm Optimization for Digital Image Segmentation, IEEE 7th International Symposium on Digital Forensic and Security (ISDFS 2019), pp. 1 - 6, 2019
- S. Tomic, M. Beko, M. Tuba, N. Bacanin, Case Study of Target Localization Based on Hybrid and Traditional Ranging via RSS and TOA, IEEE 26th Telecommunications Forum TELFOR, pp. 1 - 4, Nov, 2018
- E. Tuba, S. Tomic, M. Beko, D. Zivkovic, M. Tuba, Bleeding Detection in Wireless Capsule Endoscopy Images Using Texture and Color Features, IEEE 26th Telecommunications Forum TELFOR, pp. 1 - 4, Nov, 2018
- I. Strumberger, E. Tuba, N. Bacanin, M. Beko, M. Tuba, Bare Bones Fireworks Algorithm for the RFID Network Planning Problem, IEEE Congress on Evolutionary Computation (CEC), part of IEEE World Congress on Computational Intelligence, pp. 1 - 8, Jul, 2018
- I. Strumberger, E. Tuba, N. Bacanin, M. Beko, M. Tuba, Hybridized Artificial Bee Colony Algorithm for Constrained Portfolio Optimization Problem, IEEE Congress on Evolutionary Computation (CEC), part of IEEE World Congress on Computational Intelligence, pp. 1 - 8, Jul, 2018
- E. Tuba, A. Alihodzic, D. Simian, V. Tuba, M. Tuba, Extreme Learning Machines for Data Classification Tuning by Improved Bat Algorithm, IEEE International Joint Conference on Neural Networks (IJCNN), part of IEEE World Congress on Computational Intelligence, pp. 1 - 8, Jul, 2018
- E. Tuba, I. Strumberger, D. Zivkovic, N. Bacanin, M. Tuba, Mobile Robot Path Planning by Improved Brain Storm Optimization Algorithm, IEEE Congress on Evolutionary Computation (CEC), Part of World Congress on Computation Intelligence, pp. 2203 - 2210, Jul, 2018
- E. Tuba, E. Dolicanin, M. Tuba, Water Cycle Algorithm for Robot Path Planning, 10th IEEE International Conference on Electronics, Computers and Artificial Intelligence (ECAI), pp. 1 - 6, Jun, 2018
- E. Tuba, R. Jovanovic, R. Capor Hrosik, A. Alihodzic, M. Tuba, Web Intelligence Data Clustering by Bare Bone Fireworks Algorithm Combined with K-Means, 8th ACM International Conference on Web Intelligence, Mining and Semantics, pp. 7:1 - 7:8, Jun, 2018
- S. Tomic, M. Beko, R. Oliveira, L. Bernardo, N. Bacanin, M. Tuba, On Hybrid RSS/TOA Target Localization in NLOS Environments, 14th International Wireless Communications and Mobile Computing Conference (IWCMC), pp. 1471 - 1476, Jun, 2018
- E. Tuba, D. Simian, E. Dolicanin, R. Jovanovic, M. Tuba, Energy Efficient Sink Placement in Wireless Sensor Network by Brain Storm Optimization Algorithm, 14th IEEE International Wireless Communications and Mobile Computing Conference (IWCMC), pp. 718 - 723, May, 2018
- I. Strumberger, E. Tuba, N. Bacanin, M. Beko, M. Tuba, Wireless Sensor Network Localization Problem by Hybridized Moth Search Algorithm, 14th IEEE International Wireless Communications and Mobile Computing Conference (IWCMC 2018), pp. 316 - 321, May, 2018
- I. Strumberger, E. Tuba, N. Bacanin, M. Beko, M. Tuba, Hybridized Moth Search Algorithm for Constrained Optimization Problems, IEEE 2nd International Young Engineers Forum on Electrical and Computer Engineering (YEF-ECE), pp. 1 - 5, May, 2018
- E. Tuba, I. Strumberger, D. Zivkovic, N. Bacanin, M. Tuba, Rigid Image Registration by Bare Bones Fireworks Algorithm, IEEE 6th International Conference on Multimedia Computing and Systems (ICMCS), pp. 35 - 40, May, 2018
- I. Strumberger, E. Tuba, N. Bacanin, M. Beko, M. Tuba, Modified Monarch Butterfly Optimization Algorithm for RFID Network Planning, IEEE 6th International Conference on Multimedia Computing and Systems (ICMCS), pp. 1 - 6, May, 2018
- E. Tuba, I. Strumberger, I. Tuba, N. Bacanin, M. Tuba, Water Cycle Algorithm for Solving Continuous p-Median Problem, 12th International Symposium on Applied Computational Intelligence and Informatics, pp. 351 - 354, May, 2018
- I. Strumberger, E. Tuba, N. Bacanin, M. Beko, M. Tuba, Monarch Butterfly Optimization Algorithm for Localization in Wireless Sensor Networks, IEEE 28th International Conference Radioelektronika 2018, pp. 1 - 6, Apr, 2018
- E. Tuba, I. Strumberger, N. Bacanin, D. Zivkovic, M. Tuba, Cooperative Clustering Algorithm Based on Brain Storm Optimization and K-Means, IEEE 28th International Conference Radioelektronika, pp. 1 - 5, Apr, 2018
- E. Tuba, I. Tuba, D. Dolicanin-Djekic, A. Alihodzic, M. Tuba, Efficient Drone Placement for Wireless Sensor Networks Coverage by Bare Bones Fireworks Algorithm, IEEE 6th International Symposium on Digital Forensic and Security (ISDFS), pp. 1 - 6, Mar, 2018
- E. Tuba, R. Capor-Hrosik, A. Alihodzic, R. Jovanovic, M. Tuba, Chaotic elephant herding optimization algorithm, IEEE 16th World Symposium on Applied Machine Intelligence and Informatics (SAMI), pp. 213 - 216, Feb, 2018
- A. Alihodzic, E. Tuba, R. Capor-Hrosik, E. Dolicanin, M. Tuba, Unmanned Aerial Vehicle Path Planning Problem by Adjusted Elephant Herding Optimization, IEEE 25th Telecommunications Forum TELFOR 2017, pp. 804 - 807, Nov, 2017
- I. Strumberger, N. Bacanin, S. Tomic, M. Beko, M. Tuba, Static Drone Placement by Elephant Herding Optimization Algorithm, IEEE 25th Telecommunications Forum TELFOR 2017, pp. 808 - 811, Nov, 2017
- S. Tomic, M. Beko, M. Tuba, N. Bacanin, Target Localization in Adverse Indoor Environments, IEEE 25th Telecommunications Forum TELFOR 2017, pp. 374 - 377, Nov, 2017
- A. Alihodzic, E. Tuba, M. Tuba, An Upgraded Bat Algorithm for Tuning Extreme Learning Machines for Data Classification, The Genetic and Evolutionary Computation Conference (GECCO), pp. 125 - 126, Jul, 2017
- I. Strumberger, N. Bacanin, M. Tuba, Enhanced Firefly Algorithm for Constrained Numerical Optimization, IEEE Congress on Evolutionary Computation (CEC), pp. 2120 - 2127, Jun, 2017
- E. Tuba, A. Alihodzic, M. Tuba, Multilevel Image Thresholding Using Elephant Herding Optimization Algorithm, IEEE 14th International Conference on Engineering of Modern Electric Systems (EMES), pp. 240 - 243, Jun, 2017
- D. Vicente, S. Tomic, M. Beko, R. Dinis, M. Tuba, N. Bacanin, Kalman Filter for Target Tracking Using Coupled RSS and AoA Measurements, 13th International Wireless Communications and Mobile Computing Conference (IWCMC 2017), pp. 2004 - 2008, Jun, 2017
- E. Tuba, M. Tuba, R. Jovanovic, An Algorithm for Automated Segmentation for Bleeding Detection in Endoscopic Images, IEEE International Joint Conference on Neural Networks (IJCNN), pp. 4579 - 4586, May, 2017
- E. Tuba, L. Mrkela, M. Tuba, Retinal Blood Vessel Segmentation by Support Vector Machine Classification, IEEE 27th International Conference Radioelektronika 2017, pp. 1 - 6, Apr, 2017
- E. Tuba, M. Tuba, M. Beko, Mobile Wireless Sensor Networks Coverage Maximization by Firefly Algorithm, IEEE 27th International Conference Radioelektronika 2017, pp. 1 - 5, Apr, 2017
- V. Tuba, R. Jovanovic, M. Tuba, Digital Image Forgery Detection Based on Shadow HSV Inconsistency, IEEE 5th International Symposium on Digital Forensics and Security (ISDFS), pp. 1 - 6, Apr, 2017
- V. Tuba, A. Alihodzic, M. Tuba, Multi-Objective RFID Network Planning with Probabilistic Coverage Model by Guided Fireworks Algorithm, IEEE 10th International Symposium on Advanced Topics in Electrical Engineering (ATEE), Mar, 2017
- M. Tuba, E. Tuba, R. Jovanovic, Support Vector Machine Optimized by Fireworks Algorithm for Handwritten Digit Recognition, 13th Workshop on Stochastic Models, Statistics and Their Applications, pp. 140 - 141, Feb, 2017
- M. Lukic, E. Tuba, M. Tuba, Leaf Recognition Algorithm using Support Vector Machine with Hu Moments and Local Binary Patterns, IEEE International Symposium on Applied Machine Intelligence and Informatics (SAMI), pp. 485 - 490, Jan, 2017
- I. Strumberger, N. Bacanin, M. Tuba, Hybridized Krill Herd Algorithm for Large-Scale Optimization Problems, IEEE International Symposium on Applied Machine Intelligence and Informatics (SAMI), pp. 473 - 478, Jan, 2017
- E. Tuba, M. Tuba, D. Simian, Range Based Wireless Sensor Node Localization using Bat Algorithm, 13th ACM Symposium on Performance Evaluation of Wireless Ad Hoc, Sensor, and Ubiquitous Networks (PE-WASUN), pp. 41 - 44, Nov, 2016
- A. Stojak, E. Tuba, M. Tuba, Framework for Abnormality Detection in Magnetic Resonance Brain Images, IEEE 24th Telecommunications Forum TELFOR, pp. 687 - 690, Nov, 2016
- M. Nikolic, E. Tuba, M. Tuba, Edge Detection in Medical Ultrasound Images Using Adjusted Canny Edge Detection Algorithm, IEEE 24th Telecommunications Forum TELFOR, pp. 691 - 694, Nov, 2016
- S. Tomic, M. Beko, R. Dinis, M. Tuba, N. Bacanin, An Efficient WLS Estimator for Target Localization in Wireless Sensor Networks, IEEE 24th Telecommunications Forum TELFOR, pp. 467 - 470, Nov, 2016
- E. Tuba, M. Tuba, M. Beko, Node Localization in Ad Hoc Wireless Sensor Networks Using Fireworks Algorithm, 5th International Conference on Multimedia Computing and Systems (ICMCS), Sep, 2016
- E. Tuba, M. Tuba, D. Simian, Wireless Sensor Network Coverage Problem Using Modified Fireworks Algorithm, International Wireless Communications & Mobile Computing Conference (IWCMC), pp. 696 - 701, Sep, 2016
- E. Tuba, M. Tuba, D. Simian, Adjusted Bat Algorithm for Tuning of Support Vector Machine Parameters, IEEE Congress on Evolutionary Computation (CEC), pp. 2225 - 2232, Jul, 2016
- A. Arsic, M. Tuba, M. Jordanski, Fireworks Algorithm Applied to Wireless Sensor Network Localization Problem, IEEE Congress on Evolutionary Computation (CEC), pp. 4038 - 4044, Jul, 2016
- E. Tuba, L. Mrkela, M. Tuba, Support Vector Machine Parameter Tuning using Firefly Algorithm, IEEE 26th International Conference Radioelektronika, pp. 413 - 418, Apr, 2016
- I. Strumberger, N. Bacanin, M. Tuba, Constrained Portfolio Optimization by Hybridized Bat Algorithm, 7th International Conference on Intelligent Systems, Modelling and Simulation (ISMS), pp. 83 - 88, Jan, 2016
- M. Beko, R. Dinis, G. Dimic, M. Tuba, P. Montezuma, A Geodesic Descent Technique for PAPR Reduction in MIMO-OFDM, IEEE 23rd Telecommunications Forum TELFOR, pp. 492 - 495, Nov, 2015
- M. Jordanski, A. Arsic, M. Tuba, Dynamic Recursive Subimage Histogram Equalization Algorithm for Image Contrast Enhancement, 23rd Telecommunications Forum TELFOR, pp. 819 - 822, Nov, 2015
- A. Arsic, M. Jordanski, M. Tuba, Improved Lip Detection Algorithm Based on Region Segmentation and Edge Detection, 23rd Telecommunications Forum TELFOR, pp. 472 - 475, Nov, 2015
- N. Bacanin, M. Tuba, Fireworks Algorithm Applied to Constrained Portfolio Optimization Problem, IEEE Congress on Evolutionary Computation (CEC), pp. 1242 - 1249, May, 2015
- N. Bacanin, M. Tuba, R. Jovanovic, Hierarchical Multiobjective RFID Network Planning Using Firefly Algorithm, International Conference on Information and Communication Technology Research (ICTRC), pp. 282 - 285, May, 2015
- M. Tuba, N. Bacanin, M. Beko, Fireworks Algorithm for RFID Network Planning Problem, IEEE 25th International Conference Radioelektronika, pp. 440 - 444, Apr, 2015
- N. Bacanin, M. Tuba, I. Strumberger, RFID Network Planning by ABC Algorithm Hybridized with Heuristic for Initial Number and Locations of Readers, UKSim-AMSS 17th International Conference on Computer Modelling and Simulation Cambridge, pp. 39 - 44, Mar, 2015
- N. Bacanin, M. Tuba, M. Beko, Hybridized Fireworks Algorithm for Global Optimization, 6th European Conference on Applied Mathematics and Informatics (AMATHI), pp. 108 - 114, Jan, 2015
- M. Tuba, N. Bacanin, A. Alihodzic, Multilevel Image Thresholding by Fireworks Algorithm, IEEE 25th International Conference Radioelektronika, pp. 326 - 330, 2015
- M. Tuba, N. Bacanin, Hybridized Bat Algorithm for Multi-objective Radio Frequency Identification (RFID) Network Planning, IEEE Congress on Evolutionary Computation (CEC), pp. 499 - 506, 2015
- M. Tuba, N. Bacanin, A. Alihodzic, Firefly algorithm for multi-objective RFID network planning problem, IEEE 22nd Telecommunications Forum TELFOR, pp. 95 - 98, Nov, 2014
- M. Tuba, N. Bacanin, JPEG Quantization Tables Selection by the Firefly Algorithm, 4th IEEE International Conference on Multimedia Computing and Systems (ICMCS), pp. 153 - 158, Apr, 2014
- M. Tuba, N. Bacanin, Upgraded Firefly Algorithm for Portfolio Optimization Problem, 16th IEEE International Conference on Computer Modelling and Simulation, UKSim-AMSS, pp. 112 - 117, Mar, 2014
- A. Alihodzic, M. Tuba, Improved Hybridized Bat Algorithm for Global Numerical Optimization, 16th IEEE International Conference on Computer Modelling and Simulation, UKSim-AMSS, pp. 57 - 62, Mar, 2014
- N. Bacanin, M. Tuba, B. Pelevic, Cardinality Constrained Portfolio Optimization Problem by the Artificial Bee Colony (ABC) Algorithm, 5th International Conference on Applied Mathematics and Informatics (AMATHI '14), pp. 56 - 62, Jan, 2014
- A. Alihodzic, M. Tuba, Bat Algorithm (BA) for Image Thresholding, 12th International Conference on Signal Processing (SIP '13), pp. 364 - 369, Sep, 2013
- N. Bacanin, M. Tuba, B. Pelevic, Krill Herd (KH) Algorithm for Portfolio Optimization, 14th International Conference on Mathematics and Computers in Business and Economics (MCBE '13), pp. 39 - 44, Sep, 2013
- S. Zekovich, M. Tuba, An Artifical Neural Network Model for Handwritten Digits Recognition, 12th International Conference on Signal Processing (SIP '13), pp. 358 - 363, Sep, 2013
- R. Capor-Hrosik, A. Alihodzic, M. Tuba, M. Vukovic, M. Pikula, Firefly Algorithm for Constrained Optimization Problems, 12th International Conference on Telecommunications and Informatics (TELE-INFO '13), pp. 139 - 144, Sep, 2013
- N. Bacanin, B. Pelevic, M. Tuba, Artificial bee colony (ABC) algorithm for portfolio optimization problem, 5th International Conference on Applied Economics, Business and Development (AEBD '13), pp. 163 - 168, Aug, 2013
- A. Alihodzic, M. Tuba, Framework for Bat Algorithm Optimization Metaheuristic, 4th International Conference on Bioscience and Bioinformatics (ICBB '13), pp. 157 - 162, Aug, 2013
- R. Capor-Hrosik, M. Tuba, M. Vukovic, M. Pikula, Face Detection by Neural Networks Based on Invariant Moments, 2nd International Conference on Computers, Digital Communications and Computing (ICDCC '13), pp. 45 - 50, Jun, 2013
- N. Bacanin, B. Pelevic, M. Tuba, Portfolio Optimization Problem by the Firefly Algorithm, 2nd International Conference on Computers, Digital Communications and Computing (ICDCC '13), pp. 63 - 68, Jun, 2013
- N. Bacanin, M. Tuba, Artificial Immune System Algorithm Framework for Bound-Constraint Numerical Problems, 12th International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases (AIKED '13), pp. 150 - 155, Feb, 2013
- I. Brajevic, M. Tuba, Training Feed-Forward Neural Networks Using Firefly Algorithm, 12th International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases (AIKED '13), Feb, 2013
- V. Sesum-Cavic, M. Tuba, S. Rankov, The Influence of Self-Organization on Reducing Complexity in Dynamic Complex Environments, 12th International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases (AIKED '13), pp. 104 - 109, Feb, 2013
- S. Zekovich, M. Tuba, Hu Moments Based Handwritten Digits Recognition Algorithm, 12th International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases (AIKED '13), pp. 98 - 103, Feb, 2013
- R. Capor-Hrosik, M. Tuba, M. Vukovic, Face Detection Algorithm Based on Skin Detection and Invariant Moments, 12th International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases (AIKED '13), pp. 110 - 115, Feb, 2013
- N. Bacanin, I. Brajevic, M. Tuba, Firefly Algorithm Applied to Integer Programming Problems, 19th American Conference on Applied Mathematics, pp. 143 - 148, Jan, 2013
- R. Jovanovic, M. Tuba, I. Brajevic, Parallelization of the Cuckoo Search Using CUDA Architecture, 19th American Conference on Applied Mathematics, pp. 137 - 142, Jan, 2013
- J. Tasic, M. Tuba, Image Processing Filters Based on Image Analogies, 5th International Conference on Visualization, Imaging and Simulation (VIS '12), pp. 223 - 228, Sep, 2012
- I. Brajevic, M. Tuba, N. Bacanin, Multilevel Image Thresholding Selection Based on the Cuckoo Search Algorithm, 5th International Conference on Visualization, Imaging and Simulation (VIS'12), pp. 217 - 222, Sep, 2012
- M. Stankovich, M. Tuba, Face Detection Algorithm Based on Skin Color and Edge Density, 6th European Computing Conference (ECC'12), pp. 326 - 331, Sep, 2012
- B. Markovich, M. Tuba, Vision-Based Algorithm for Real-Time Hand Posture Recognition, 6th European Computing Conference (ECC'12), pp. 332 - 337, Sep, 2012
- N. Rankovic, M. Tuba, Improved Adaptive Median Filter for Denoising Ultrasound Images, 6th European Computing Conference (ECC'12), pp. 169 - 174, Sep, 2012
- I. Brajevic, M. Tuba, N. Bacanin, Firefly Algorithm with a Feasibility-Based Rules for Constrained Optimization, 6th European Computing Conference (ECC'12), pp. 163 - 168, Sep, 2012
- R. Jovanovic, M. Tuba, D. Simian, Parallelization of the Local Threshold and Boolean Function Based Edge Detection Algorithm Using CUDA, pp. 157 - 161, May, 2012
- I. Brajevic, M. Tuba, Multilevel Image Thresholding Selection Using the Modified Seeker Optimization Algorithm, 1st International Conference on Computing, Information Systems and Communications (CISCO '12), pp. 258 - 263, May, 2012
- M. Subotic, M. Tuba, N. Stanarevic, Parallelization of the Firefly Algorithm for Unconstrained Continuous Optimization Problems, 1st International Conference on Computing, Information Systems and Communications (CISCO '12), pp. 264 - 269, May, 2012
- M. Subotic, M. Tuba, N. Bacanin, D. Simian, Parallelized Cuckoo Search Algorithm for Unconstrained Optimization, World Congress: Applied Computing Conference (ACC’12), pp. 151 - 156, May, 2012
- N. Bacanin, M. Tuba, N. Stanarevic, Artificial Fish Swarm Algorithm for Unconstrained Optimization Problems, American Conference on Applied Mathematics (AMERICAN-MATH '12), pp. 405 - 410, Jan, 2012
- M. Tuba, N. Bacanin, N. Stanarevic, Guided artificial bee colony algorithm, European Computing Conference (ECC ’11), pp. 398 - 403, Apr, 2011
- N. Bacanin, M. Tuba, I. Brajevic, An Object-Oriented Software Implementation of a Modified Artificial Bee Colony (ABC) Algorithm, 11th International Conference on Evolutionary Computing (EC '10), pp. 179 - 184, Jun, 2010
Ostali radovi:
- A. Bairwa, V. Tiwari, S. Vishwakarma, M. Tuba, T. Ganokratanaa, Computation of Artificial Intelligence and Machine Learning First International Conference, ICCAIML 2024, Jaipur, India, January 18–19, 2024, Proceedings, Part II, Communications in Computer and Information Science (CCIS, volume 2184), pp. 1 - 367, Springer Nature, 2025
- A. Bairwa, V. Tiwari, S. Vishwakarma, M. Tuba, T. Ganokratanaa, Editors, Computation of Artificial Intelligence and Machine Learning First International Conference, ICCAIML 2024, Jaipur, India, January 18–19, 2024, Proceedings, Part I, Communications in Computer and Information Science (CCIS, volume 2184), pp. 1 - 399, Springer Nature, 2025
- M. Tuba, S. Akashe, A. Joshi, Editors, ICT Systems and Sustainability Proceedings of ICT4SD 2024, Volume 1, Lecture Notes in Networks and Systems (LNNS, volume 1159), Springer Nature, Dec, 2024
- T. Bezdan, A. Alihodzic, E. Tuba, M. Tuba, Transformative Insights of Sentiment Analysis with Explainable Transformer Models, Smart Innovation, Systems and Technologies: ICT for Intelligent Systems Proceedings of ICTIS 2024, Volume 2, pp. 301 - 308, Springer Nature, Sep, 2024
- A. Alihodzic, E. Tuba, M. Tuba, Optimizing Camera Placement for Maximum Coverage of Simple Polygons with Holes: Deterministic Approaches and Swarm Intelligence Algorithms, Engineering Applications of AI and Swarm Intelligence, Springer Nature, Sep, 2024
- M. Tuba, S. Akashe, A. Joshi, Editors, ICT Systems and Sustainability Proceedings of ICT4SD 2024, Volume 5, Lecture Notes in Networks and Systems (LNNS, volume 1163), pp. 1 - 418, Springer Nature, Feb, 2024
- M. Tuba, S. Akashe, A. Joshi, Editors, ICT Systems and Sustainability - Proceedings of ICT4SD 2024, Volume 6, Lecture Notes in Networks and Systems (LNNS, volume 1194), pp. 1 - 392, Springer Nature, Feb, 2024
- M. Tuba, S. Akashe, A. Joshi, Editors, ICT Systems and Sustainability Proceedings of ICT4SD 2024, Volume 2, Lecture Notes in Networks and Systems (LNNS, volume 1160), Feb, 2024
- I. Alsmadi, M. O’Brien, M. Tuba, OpenAI ChatGPT and the Accelerated Spread of Biased Information, Lecture Notes in Networks and Systems: Intelligent Sustainable Systems Selected Papers of WorldS4 2023, Volume 3 (LNNS, volume 803), pp. 11 - 20, Springer Nature, Feb, 2024
- A. Alihodzic, E. Tuba, M. Tuba, Two-Phase Algorithm for Solving Vehicle Routing Problem with Time Windows, Lecture Notes in Computer Science: Numerical Methods and Applications (LNCS, volume 13858), pp. 14 - 25, Springer Nature, May, 2023
- V. Bhateja, D. Singh, A. Yadav, P. Peer, M. Tuba, Fusion Approach for Enhancement of Microscopy Images Using Morphological Filter and Wavelets, Smart Innovation, Systems and Technologies: Evolution in Computational Intelligence (SIST,volume 326), pp. 629 - 637, sPRINGER nATURE, Apr, 2023
- E. Tuba, I. Tuba, R. Capor Hrosik, A. Alihodzic, M. Tuba, Image Classification by Optimized Convolution Neural Networks, Lecture Notes in Networks and Systems: Rising Threats in Expert Applications and Solutions (LNNS,volume 434), pp. 447 - 454, Springer Nature, Feb, 2022
- A. Alihodzic, D. Hasanpahic, E. Tuba, M. Tuba, Application of Adjusted Differential Evolution in Optimal Sensor Placement for Interior Coverage, Lecture Notes in Networks and Systems: Information and Communication Technology (LNNS,volume 235), pp. 155 - 163, Springer Nature, Sep, 2021
- I. Tuba, I. Štrumberger, E. Tuba, N. Bačanin DŽakula, M. Tuba, Performance Analysis of the Fireworks Algorithm Versions, Lecture Notes in Computer Science: Advances in Swarm Intelligence (LNCS,volume 12689), pp. 415 - 422, Springer Nature, Jul, 2021
- E. Tuba, N. Bačanin DŽakula, I. Štrumberger, M. Tuba, Convolutional Neural Networks Hyperparameters Tuning, Artificial Intelligence: Theory and Applications, Studies in Computational Intelligence (SCI,volume 973), pp. 65 - 84, Springer Nature, Jul, 2021
- S. Milosevic, T. Bezdan, M. Zivkovic, N. Bacanin, I. Strumberger, M. Tuba, Feed-Forward Neural Network Training by Hybrid Bat Algorithm, Chapter in CCIS Communications in Computer and Information Science: MDIS 2020: Modelling and Development of Intelligent Systems, Springer, volume 1341, CCIS Communications in Computer and Information Science: MDIS 2020: Modelling and Development of Intelligent Systems, volume 1341, pp. 52 - 66, Springer, Cham, Sibiu, Romania, Feb, 2021
- T. Bezdan, M. Zivkovic, E. Tuba, I. Strumberger, N. Bacanin, M. Tuba, Glioma Brain Tumor Grade Classification from MRI Using Convolutional Neural Networks Designed by Modified FA, Chapter in AISC Advances in Intelligent Systems and Computing: INFUS 2020: Intelligent and Fuzzy Techniques: Smart and Innovative Solutions, Springer, volume 1197, AISC Advances in Intelligent Systems and Computing: INFUS 2020: International Conference on Intelligent and Fuzzy Systems, volume 1197, pp. 955 - 963, Springer, Cham, Istanbul. Turkey, Jul, 2020
- T. Bezdan, M. Zivkovic, E. Tuba, I. Strumberger, N. Bacanin, M. Tuba, Multi-objective Task Scheduling in Cloud Computing Environment by Hybridized Bat Algorithm, Chapter in AISC Advances in Intelligent Systems and Computing: INFUS 2020: Intelligent and Fuzzy Techniques: Smart and Innovative Solutions, Springer, volume 1197, AISC Advances in Intelligent Systems and Computing: INFUS 2020: International Conference on Intelligent and Fuzzy Systems, volume 1197, pp. 718 - 725, Springer, Cham, Istanbul. Turkey, Jul, 2020
- M. Tuba, E. Tuba, N. Bacanin, I. Strumberger, T. Bezdan, Automatically Designing Convolutional Neural Network Architecture with Artificial Flora Algorithm, Advances in Intelligent Systems and Computing: ICT Systems and Sustainability, Springer, pp. 371 - 378, Springer, Feb, 2020
- I. Strumberger, E. Tuba, N. Bacanin, M. Tuba, Hybrid Elephant Herding Optimization Approach for Cloud Computing Load Scheduling, Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing, SEMCCO 2019, FANCCO 2019, Communications in Computer and Information Science, vol 1092., pp. 201 - 212, Springer, Jan, 2020
- I. Strumberger, E. Tuba, N. Bacanin, M. Tuba, Modified Moth Search Algorithm for Portfolio Optimization, Smart Innovation, Systems and Technologies: Smart Trends in Computing and Communications, pp. 445 - 453, Springer, Jan, 2020
- A. Alihodzic, E. Tuba, M. Tuba, An Improved Extreme Learning Machine Tuning by Flower Pollination Algorithm, Nature-Inspired Computation in Data Mining and Machine Learning, Book Chapter, Part of the Studies in Computational Intelligence book series (SCI, volume 855), pp. 95 - 112, Springer, 2020
- M. Tuba, S. Akashe, A. Joshi, Advances in Intelligent Systems and Computing: Information and Communication Technology for Sustainable Development, Proceedings of ICT4SD 2018, Springer, pp. 1 - 843, Springer, 2020
- Milan Tuba, Shyam Akashe, Amit Joshi, Advances in Intelligent Systems and Computing: ICT Systems and Sustainability, Proceedings of ICT4SD 2019, Volume 1, Springer, pp. 1 - 496, Springer Nature Singapore, 2020
- N. Bacanin, E. Tuba, M. Zivkovic, I. Strumberger, M. Tuba, Whale Optimization Algorithm with Exploratory Move for Wireless Sensor Networks Localization, Chapter in AISC Advances in Intelligent Systems and Computing: HIS 2019: International Conference on Hybrid Intelligent Systems, Springer, volume 1179, AISC Advances in Intelligent Systems and Computing: HIS 2019: International Conference on Hybrid Intelligent Systems, volume 1179, pp. 328 - 338, Springer, Cham, Bhopal. India, Dec, 2019
- N. Bacanin, E. Tuba, T. Bezdan, I. Strumberger, M. Tuba, Artificial Flora Optimization Algorithm for Task Scheduling in Cloud Computing Environment, Chapter in Lecture Notes in Computer Science: Intelligent Data Engineering and Automated Learning – IDEAL 2019, volume 11871, pp. 437 - 445, Springer, Oct, 2019
- E. Tuba, I. Strumberger, N. Bacanin, D. Zivkovic, M. Tuba, Acute Lymphoblastic Leukemia Cell Detection in Microscopic Digital Images Based on Shape and Texture Features, Chapter in Lecture Notes in Computer Science: Swarm Intelligence (ICSI’2019), Lecture Notes in Computer Science: Swarm Intelligence (ICSI’2019), pp. 1 - 8, Springer, Chiang Mai, Thailand, Jul, 2019
- I. Strumberger, E. Tuba, M. Zivkovic, N. Bacanin, M. Beko, M. Tuba, Dynamic Search Tree Growth Algorithm for Global Optimization, Chapter in IFIP Advances in Information and Communication Technology: DoCEIS 2019: Technological Innovation for Industry and Service Systems, Springer, volume 553, IFIP Advances in Information and Communication Technology: DoCEIS 2019: Technological Innovation for Industry and Service Systems, volume 553, pp. 143 - 153, Springer, Cham, Lisbon. Portugal, Apr, 2019
- E. Tuba, D. Dolicanin-Djekic, R. Jovanovic, D. Simian, M. Tuba, Combined Elephant Herding Optimization Algorithm with K-Means for Data Clustering, Chapter in: Smart Innovation, Systems and Technologies: Information and Communication Technology for Intelligent Systems, Vol. 107, Smart Innovation, Systems and Technologies: Information and Communication Technology for Intelligent Systems, volume 107, pp. 665 - 673, Springer, Mar, 2019
- I. Strumberger, E. Tuba, N. Bacanin, M. Beko, M. Tuba, Modified and Hybridized Monarch Butterfly Algorithms for Multi-Objective Optimization, Chapter in: Advances in Intelligent Systems and Computing: Hybrid Intelligent Systems, Vol. 923, Advances in Intelligent Systems and Computing: Hybrid Intelligent Systems, volume 923, pp. 449 - 458, Springer, Mar, 2019
- E. Tuba, R. Jovanovic, M. Tuba, Multispectral Satellite Image Classification Based on Bare Bone Fireworks Algorithm, Advances in Intelligent Systems and Computing book series, Information and Communication Technology for Sustainable Development, volume 933, pp. 305 - 313, Springer, Singapore, 2019
- E. Tuba, I. Strumberger, N. Bacanin, M. Tuba, Optimal Path Planning in Environments with Static Obstacles by Harmony Search Algorithm, pp. 186 - 193, Springer Cham, Advances in Intelligent Systems and Computing book series: Advances in Harmony Search, Soft Computing and Applications, volume 1063, 2019
- E. Tuba, R. Jovanovic, M. Beko, A. Tallon-Ballesteros, M. Tuba, Bare Bones Fireworks Algorithm for Medical Image Compression, Chapter in: Lecture Notes in Computer Science. Intelligent Data Engineering and Automated Learning (IDEAL), Vol. 11315, Lecture Notes in Computer Science. Intelligent Data Engineering and Automated Learning (IDEAL), Vol. 11315, pp. 262 - 270, Springer, Nov, 2018
- A. Alihodzic, H. Smajlovic, E. Tuba, R. Capor Hrosik, M. Tuba, Adjusted Artificial Bee Colony Algorithm for the Minimum Weight Triangulation, Chapter in: Advances in Intelligent Systems and Computing: Harmony Search and Nature Inspired Optimization Algorithms, volume 741, pp. 305 - 317, Springer, Singapore, Aug, 2018
- E. Tuba, M. Tuba, Guided Fireworks Algorithm Applied to Multilevel Image Thresholding, Chapter 2 in Swarm Intelligence Volume 2: Innovation, new algorithms and methods, Swarm Intelligence Volume 2: Innovation, new algorithms and methods, pp. 27 - 58, IET publisher, Jul, 2018
- E. Tuba, I. Strumberger, N. Bacanin, M. Tuba, Bare Bones Fireworks Algorithm for Continuous p-Median Problem, Chapter in: Lecture Notes in Computer Science, Advances in Swarm Intelligence, Vol. 10941, Lecture Notes in Computer Science, Advances in Swarm Intelligence, Vol. 10941, pp. 283 - 291, Springer, Jun, 2018
- E. Tuba, I. Strumberger, N. Bacanin, M. Tuba, Bare Bones Fireworks Algorithm for Continuous p-Median Problem, Chapter in: Springer-Nature Advances in Swarm Intelligence, Lecture Notes in Computer Science, Vol. 10941, Springer-Nature Advances in Swarm Intelligence, Lecture Notes in Computer Science, Vol. 10941, pp. 283 - 291, Springer, Cham, Jun, 2018
- A. Tallon-Ballesteros, M. Tuba, B. Xue, T. Hashimoto, Feature selection and interpretable feature transformation: a preliminary study on feature engineering for classification algorithms, Chapter in: Lecture Notes in Computer Science. Intelligent Data Engineering and Automated Learning (IDEAL), Vol. 11315, Lecture Notes in Computer Science. Intelligent Data Engineering and Automated Learning (IDEAL), Vol. 11315, pp. 280 - 287, Springer, 2018
- I. Strumberger, M. Beko, M. Tuba, M. Minovic, N. Bacanin, Elephant Herding Optimization Algorithm for Wireless Sensor Network Localization Problem, Chapter in Technological Innovation for Resilient Systems, IFIP Advances in Information and Communication Technology, Vol. 521, Springer, Technological Innovation for Resilient Systems, IFIP Advances in Information and Communication Technology, Vol. 521, pp. 175 - 184, Springer, Cham, 2018
- I. Strumberger, N. Bacanin, M. Tuba, Hybridized Elephant Herding Optimization Algorithm for Constrained Optimization Problems, Chapter in Hybrid Intelligent Systems, Advances in Intelligent Systems and Computing, Vol. 734, Springer, Hybrid Intelligent Systems, Advances in Intelligent Systems and Computing, pp. 158 - 166, Springer Cham, 2018
- E. Tuba, R. Capor-Hrosik, A. Alihodzic, M. Tuba, Drone Placement for Optimal Coverage by Brain Storm Optimization Algorithm, Chapter in Advances in Intelligent Systems and Computing, Vol. 734, Springer, Advances in Intelligent Systems and Computing, pp. 167 - 176, Springer Cham, 2018
- E. Tuba, M. Tuba, M. Beko, Two Stage Wireless Sensor Node Localization Using Firefly Algorithm, Chapter in Smart Trends in Systems, Security and Sustainability, Lecture Notes in Networks and Systems, Springer, Smart Trends in Systems, Security and Sustainability, Lecture Notes in Networks and Systems, pp. 113 - 120, Springer, 2018
- E. Tuba, M. Beko, M. Tuba, Chaotic Brain Storm Optimization Algorithm, Chapter in Intelligent Data Engineering and Automated Learning, Lecture Notes in Computer Sciences, Vol. 10585, Springer, Intelligent Data Engineering and Automated Learning, Lecture Notes in Computer Sciences, Vol. 10585, pp. 551 - 559, Springer, Cham, 2017
- M. Tuba, E. Tuba, R. Jovanovic, JPEG Quantization Table Optimization by Guided Fireworks Algorithm, Chapter in Combinatorial Image Analysis, Lecture Notes in Computer Science, Vol. 10256, Springer, Combinatorial Image Analysis, Lecture Notes in Computer Science, Vol. 10256, pp. 294 - 307, Springer, 2017
- E. Tuba, M. Tuba, E. Dolicanin, Guided Fireworks Algorithm Applied to Maximal Covering Location Problem, Chapter in Advances in Swarm Intelligence, Lecture Notes in Computer Science, Vol. 10385, Springer, Advances in Swarm Intelligence, Lecture Notes in Computer Science, Vol. 10385, pp. 501 - 508, Springer, 2017
- E. Tuba, D. Simian, M. Tuba, Support Vector Machine Optimized by Firefly Algorithm for Emphysema Classification in Lung Tissue CT Images, Chapter in Computer Science Research Notes, Vol. 2702, Computer Science Research Notes, Vol. 2702, pp. 159 - 166, UNION Agency, University of West Bohemia, Czech Republic, 2017
- S. Tomic, M. Beko, R. Dinis, M. Tuba, N. Bacanin, MAP Estimator for Target Tracking in Wireless Sensor Networks for Unknown Transmit Power, Chapter in IFIP Advances in Information and Communication Technology, Vol. 499, Springer, IFIP Advances in Information and Communication Technology, Vol. 499, pp. 325 - 334, Springer, 2017
- V. Tuba, M. Beko, M. Tuba, Color Image Segmentation by Multilevel Thresholding Based on Harmony Search Algorithm, Chapter in Intelligent Data Engineering and Automated Learning, Lecture Notes in Computer Science, Vol. 10585, Springer, Intelligent Data Engineering and Automated Learning, Lecture Notes in Computer Sciences, Vol. 10585, pp. 571 - 579, Springer, Cham, 2017
- E. Tuba, I. Ribic, R. Capor-Hrosik, M. Tuba, Support Vector Machine Optimized by Elephant Herding Algorithm for Erythemato-Squamous Diseases Detection, Chapter in Procedia Computer Science, Vol. 122, Elsevier, Procedia Computer Science, pp. 916 - 923, Elsevier, 2017
- M. Tuba, M. Jordanski, A. Arsic, Improved Weighted Thresholded Histogram Equalization Algorithm for Digital Image Contrast Enhancement Using the Bat Algorithm, Chapter 4 in Bio-Inspired Computation and Applications in Image Processing, Elsevier, Bio-Inspired Computation and Applications in Image Processing, pp. 61 - 86, Academic Press - Elsevier, 2016
- S. Tomic, M. Beko, R. Dinis, M. Tuba, A WLS Estimator for Target Localization in a Cooperative Wireless Sensor Network, Chapter in Technological Innovation for Cyber-Physical Systems, Book series: IFIP Advances in Information and Communication Technology, Volume 470, Springer, Technological Innovation for Cyber-Physical Systems, Book series: IFIP Advances in Information and Communication Technology, Volume 470, pp. 273 - 283, Springer International Publishing, 2016
- S. Tomic, M. Beko, R. Dinis, M. Tuba, Target Localization in Cooperative Wireless Sensor Networks Using Measurement Fusion, Chapter in Sensors, Transducers, Signal Conditioning and Wireless Sensors Networks, Book Series: Advances in Sensors: Reviews, Vol. 3, Sensors, Transducers, Signal Conditioning and Wireless Sensors Networks, Book Series: Advances in Sensors: Reviews, Vol. 3, pp. 329 - 344, International Frequency Sensor Association (IFSA) Publishing, 2016
- E. Tuba, M. Tuba, M. Beko, Support Vector Machine Parameters Optimization by Enhanced Fireworks Algorithm, Chapter in Advances in Swarm Intelligence, Lecture Notes in Computer Science, Vol. 9712, Springer, Advances in Swarm Intelligence, Lecture Notes in Computer Science, Vol. 9712, pp. 526 - 534, Springer, 2016
- S. Tomic, M. Beko, R. Dinis, M. Tuba, Distributed Algorithm for Multiple Target Localization in Wireless Sensor Networks Using Combined Measurements, Chapter 13 in Sensors and Applications in Measuring and Automation Control Systems (Book Series: Advances in Sensors: Reviews), Vol. 4, Sensors and Applications in Measuring and Automation Control Systems (Book Series: Advances in Sensors: Reviews), Vol. 4, pp. 263 - 276, International Frequency Sensor Association (IFSA) Publishing, 2016
- E. Tuba, D. Simian, M. Tuba, Handwritten Digit Recognition by Support Vector Machine Optimized by Bat Algorithm, Computer Science Research Notes, Vol. 2602, Computer Science Research Notes, Vol. 2602, pp. 369 - 376, UNION Agency, University of West Bohemia, Czech Republic, 2016
- M. Tuba, A. Alihodzic, N. Bacanin, Cuckoo Search and Bat Algorithm Applied to Training Feed-Forward Neural Networks, Chapter in Recent Advances in Swarm Intelligence and Evolutionary Computation, Studies in Computational Intelligence, Vol. 585, Springer, Recent Advances in Swarm Intelligence and Evolutionary Computation, Studies in Computational Intelligence, Vol. 585, pp. 139 - 162, Springer International Publishing Switzerland, 2015
- S. Tomic, M. Beko, R. Dinis, G. Dimic, M. Tuba, Distributed RSS-based Localization in Wireless Sensor Networks with Node Selection Mechanism, Chapter in Technological Innovation for Cloud-Based Engineering Systems, Vol. 450, Springer, Technological Innovation for Cloud-Based Engineering Systems, Vol. 450, pp. 204 - 214, Springer International Publishing, 2015
- M. Tuba, N. Bacanin, M. Beko, Multiobjective RFID Network Planning by Artificial Bee Colony Algorithm with Genetic Operators, Chapter in Advances in Swarm and Computational Intelligence, Lecture Notes in Computer Science, Vol. 9140, Springer, Advances in Swarm and Computational Intelligence, Lecture Notes in Computer Science, Vol. 9140, pp. 247 - 254, Springer, 2015
- S. Tomic, M. Marikj, M. Beko, R. Dinis, M. Tuba, Hybrid RSS/AoA-based Localization of Target Nodes in a 3-D Wireless Sensor Network, Chapter in Sensors and Signals, Sensors and Signals, pp. 71 - 86, International Frequency Sensor Association (IFSA) Publishing, 2015
- I. Brajevic, M. Tuba, Cuckoo Search and Firefly Algorithm Applied to Multilevel Image Thresholding, Chapter in Cuckoo Search and Firefly Algorithm: Theory and Applications, Studies in Computational Intelligence, Vol. 516, Springer, Cuckoo Search and Firefly Algorithm: Theory and Applications, Studies in Computational Intelligence, Vol. 516, pp. 115 - 139, Springer International Publishing Switzerland, 2014
- R. Jovanovic, M. Tuba, ptimized Algorithm for Petviashvili’s Method for Finding Solitons in Photonic Lattices, Chapter in book Aproximation and Computation (In Honor of Gradimir V. Milovanović),Springer Optimization and Its Applications, Vol. 42, Aproximation and Computation (In Honor of Gradimir V. Milovanović), Springer Optimization and Its Applications, Vol. 42, pp. 395 - 402, Springer, New York, NY, 2011
- P. Strbac, M. Tuba, Simulation Model of the JPEG Sub-Image Compression Based on an Upgraded Petri Net, Chapter in Computers and Simulation in Modern Science, Vol. IV, Computers and Simulation in Modern Science, Vol. IV, pp. 155 - 164, 2010
- M. Tuba, Maximum Entropy Method Solution for Computer Networks Initial Topology and Feasible Routing, Chapter in book Computers and Simulation in Modern Science, Vol. III, Computers and Simulation in Modern Science, Vol. III, pp. 47 - 56, 2010
- R. Jovanovic, M. Tuba, D. Simian, Developing an Object-Oriented Framework for Solving Problems Using Ant Colony Optimization, Chapter in Recent Advances in Mathematical and Computational Methods in Science and Engineering, Recent Advances in Mathematical and Computational Methods in Science and Engineering, pp. 528 - 533, 2008