Ivana Štrumberger

E-mail: istrumberger|mmnkk|singidunum.ac.rs

Ivana Štrumberger je rođena 23.03.1989. u Beogradu, Srbija.

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Knjige:

N. Bačanin DŽakula, I. Štrumberger, Klaud računarstvo, Univerzitet Singidunum, 2018

Radovi u časopisima:

L. Jovanovic, M. Antonijevic, M. Zivkovic, M. Dobrojevic, M. Salb, I. Strumberger, N. Bacanin, Long short-term memory tuning by enhanced Harris hawks optimization algorithm for crude oil price forecasting, ADVANCES IN COMPUTERS, pp. 1 - 40, Feb, 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
B. Radomirović, V. Jovanović, B. Nikolić, S. Stojanović, K. Venkatachalam, M. Zivkovic, A. Njeguš, N. Bacanin, I. Strumberger, Text Document Clustering by Improved Sine Cosine Algorithm, Information Technology and Control, Vol. 52, No. 2, pp. 541 - 561, Jul, 2023
L. Jovanovic, D. Jovanovic, M. Antonijevic, B. Nikolic, N. Bacanin, M. Zivkovic, I. Strumberger, Improving Phishing Website Detection Using a Hybrid Two-level Framework for Feature Selection and XGBoost Tuning, Journal of Web Engineering, Vol. 22, No. 3, pp. 543 - 574, Jul, 2023
N. Bacanin, M. Zivkovic, M. Antonijevic, K. Venkatachalam, J. Lee, Y. Nam, M. Marjanovic, I. Strumberger, M. Abouhawwash, Addressing feature selection and extreme learning machine tuning by diversity-oriented social network search: an application for phishing websites detection, Complex & Intelligent Systems, pp. 1 - 36, Jun, 2023
L. Jovanovic, I. Strumberger, N. Bacanin, M. Zivkovic, M. Antonijevic, P. Bisevac, Tuned long short-term memory model for Ethereum price forecasting through an arithmetic optimization algorithm, International Journal of Hybrid Intelligent Systems, pp. 1 - 17, May, 2023
N. Bacanin, L. Jovanovic, M. Zivkovic, K. Venkatachalam, M. Antonijevic, M. Deveci, I. Strumberger, Multivariate energy forecasting via metaheuristic tuned long-short term memory and gated recurrent unit neural networks, INFORMATION SCIENCES, No. 119122, pp. 1 - 34, May, 2023
G. Jovanovic, M. Perisic, N. Bacanin, M. Zivkovic, S. Stanisic, I. Strumberger, F. Alimpic, A. Stojic, Potential of Coupling Metaheuristics-Optimized-XGBoost and SHAP in Revealing PAHs Environmental Fate, Toxics, Vol. 11, No. 4, 394, pp. 1 - 25, Apr, 2023
L. Jovanovic, N. Bacanin, M. Zivkovic, M. Antonijevic, B. Jovanovic, M. Bogicevic Sretenovic, I. Strumberger, Machine learning tuning by diversity oriented firefly metaheuristics for Industry 4.0, Expert Systems, No. e13293, pp. 1 - 33, Mar, 2023
Nebojsa Bacanin, N. Budimirovic, Ivana Strumberger, A. Adel Fahad Alrasheed, M. Abouhawwash, Novel chaotic oppositional fruit fly optimization algorithm for feature selection applied on COVID 19 patients’ health prediction, PLOS ONE, Vol. 17, No. 10, pp. e0275727 - e0275727, Feb, 2023
M. Sarac, M. Mravik, D. Jovanovic, I. Strumberger, M. Zivkovic, N. Bacanin, Intelligent diagnosis of coronavirus with computed tomography images using a deep learning model, JOURNAL OF ELECTRONIC IMAGING, Vol. 32, No. 2, 021406, pp. 1 - 10, Nov, 2022
N. Bacanin, M. Zivkovic, C. Stoean, M. Antonijevic, S. Janicijevic, M. Sarac, I. Strumberger, Application of Natural Language Processing and Machine Learning Boosted with Swarm Intelligence for Spam Email Filtering, Mathematics, Vol. 10, No. 22, pp. 1 - 32, Nov, 2022
M. Antonijevic, I. Stumberger, S. Lazarevic, N. Bacanin, Dj. Mladenovic, D. Jovanovic, Robust encrypted face recognition robot based on bit slicing and Fourier transform for cloud environments, JOURNAL OF ELECTRONIC IMAGING, Vol. 31, No. 6, pp. 1 - 13, Jun, 2022
N. Bacanin, M. Zivkovic, F. Al-Turjman, K. Venkatachalam, P. Trojovský, I. Strumberger, T. Bezdan, Hybridized sine cosine algorithm with convolutional neural networks dropout regularization application, Scientific Reports, Vol. 12, No. 6302, pp. 1 - 20, Apr, 2022
R. S. Latha, B. Saravana Balaji, N. Bacanin, I. Strumberger, M. Zivkovic, M. Kabiljo, Feature Selection Using Grey Wolf Optimization with Random Differential Grouping, COMPUTER SYSTEMS SCIENCE AND ENGINEERING, Vol. 43, No. 1, pp. 317 - 332, Mar, 2022
N. Budimirovic, E. Prabhu, M. Antonijevic, M. Zivkovic, N. Bacanin, I. Strumberger, K. Venkatachalam, COVID-19 Severity Prediction Using Enhanced Whale with Salp Swarm Feature Classification, CMC-Computers, Materials & Continua, Vol. 72, No. 1, pp. 1685 - 1698, Feb, 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
G. R. Sreekanth, S. Ahmed Najat Ahmed, M. Sarac, I. Strumberger, N. Bacanin, M. Zivkovic, Mobile Fog Computing by Using SDN/NFV on 5G Edge Nodes, COMPUTER SYSTEMS SCIENCE AND ENGINEERING, Vol. 41, No. 2, pp. 751 - 765, 2022
N. Bacanin, T. Bezdan, K. Venkatachalam, M. Zivkovic, I. Strumberger, M. Abouhawwash, A. Ahmed, Artificial Neural Networks Hidden Unit and Weight Connection Optimization by Quasi-Refection-Based Learning Artificial Bee Colony Algorithm, IEEE Access, pp. 1 - 24, Dec, 2021
M. Zivkovic, N. Bacanin, K. Venkatachalam, A. Nayyar, A. Djordjevic, I. Strumberger, F. Al-Turjman, COVID-19 cases prediction by using hybrid machine learning and beetle antennae search approach, Sustainable Cities and Society, Vol. 66, No. 102669, pp. 0 - 0, Mar, 2021
S. Subramanian, R. Mohan, S.K. Shanmugam, N. Bacanin, M. Zivkovic, I. Strumberger, Speed control and quantum vibration reduction of Brushless DC Motor using FPGA based Dynamic Power Containment Technique, Journal of Ambient Intelligence and Humanized Computing, pp. 1 - 15, Feb, 2021
R. Saravana Ram, M. V. Kumar, B. Subramanian, N. Bacanin, M. Zivkovic, I. Strumberger, Speech enhancement through improvised conditional generative adversarial networks, MICROPROCESSORS AND MICROSYSTEMS, Vol. 79, pp. 0 - 0, Nov, 2020
N. Bacanin, T. Bezdan, E. Tuba, I. Strumberger, M. Tuba, Monarch Butterfly Optimization Based Convolutional Neural Network Design, Mathematics, Vol. 8, No. 6, pp. 936 - 936, Jun, 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
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
I. Strumberger, M. Sarac, D. Markovic, N. Bacanin, Hybridized Monarch Butterfly Algorithm for Global Optimization Problems, International Journal of Computers , Vol. 3, pp. 63 - 68, Apr, 2018
I. Strumberger, M. Sarac, D. Markovic, N. Bacanin, Moth Search Algorithm for Drone Placement Problem, International Journal of Computers, Vol. 3, pp. 75 - 80, Apr, 2018
I. Strumberger, N. Bacanin, Modified Moth Search Algorithm for Global Optimization Problems, International Journal of Computers, Vol. 3, pp. 44 - 48, Mar, 2018

Radovi na konferencijama:

L. Jovanovic, N. Bacanin, M. Zivkovic, J. Mani, I. Strumberger, M. Antonijevic, Comparison of YOLO architectures for face mask detection in images, 2023 16th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS), IEEE, Nis, Serbia, pp. 179 - 182, Oct, 2023
L. Jovanovic, M. Zivkovic, N. Budimirovic, A. Petrovic, I. Strumberger, N. Bacanin, Metaheuristic Optimized Extreme Gradient Boosting for Solar Flare Prediction, 2023 16th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS), IEEE, Nis, Serbia, pp. 183 - 186, Oct, 2023
M. Stankovic, N. Bacanin, N. Budimirovic, M. Zivkovic, M. Sarac, I. Strumberger, Bi-Directional Long Short-Term Memory Optimization by Improved Teaching-Learning Based Algorithm for Univariate Gold Price Forecasting, 2023 IEEE International Conference on Inventive Computation Technologies (ICICT), Lalitpur, Nepal, pp. 1650 - 1657, Apr, 2023
L. Jovanovic, D. Jovanovic, M. Antonijevic, M. Zivkovic, N. Budimirovic, I. Strumberger, N. Bacanin, The XGBoost Tuning by Improved Firefly Algorithm for Network Intrusion Detection, 24th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), Hagenberg / Linz, Austria, pp. 268 - 275, Sep, 2022
M. Salb, N. Bacanin, M. Zivkovic, M. Antonijevic, M. Marjanovic, I. Strumberger, Extreme learning machine tuning by original sine cosine algorithm, 2022 IEEE World Conference on Applied Intelligence and Computing (AIC), IEEE, pp. 143 - 148, Jun, 2022
A. Petrovic, N. Bacanin, M. Zivkovic, M. Marjanovic, M. Antonijevic, I. Strumberger, The AdaBoost Approach Tuned by Firefly Metaheuristics for Fraud Detection, 2022 IEEE World Conference on Applied Intelligence and Computing (AIC), IEEE, pp. 834 - 839, Jun, 2022
M. Milovanović, A. Petrović, H. Shaker Jassim, I. Štrumberger, M. Živković, Plant Classification Using Firefly Algorithm and Support Vector Machine, Sinteza 2022 - International Scientific Conference on Information Technology and Data Related Research, pp. 443 - 448, 2022
M. Zivkovic, C. Stoean, A. Petrovic, N. Bacanin, I. Strumberger, T. Zivkovic, A Novel Method for COVID-19 Pandemic Information Fake News Detection Based on the Arithmetic Optimization Algorithm, 2021 23rd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), pp. 259 - 266, Dec, 2021
I. Strumberger, A. Rakic, S. Stanojlovic, J. Arandjelovic, T. Bezdan, M. Zivkovic, N. Bacanin, Feature Selection by Hybrid Binary Ant Lion Optimizer with COVID-19 dataset, 29th Telecommunications Forum (TELFOR) 2021, Beograd, pp. 1 - 4, Nov, 2021
M. Zivkovic, T. Zivkovic, N. Bacanin, I. Strumberger, Nature-Inspired Approaches in Software Testing Optimization, Sinteza 2021 - International Scientific Conference on Information Technology and Data Related Research, pp. 28 - 33, Jun, 2021
T. Bezdan, A. Petrovic, M. Zivkovic, I. Strumberger, V Kanchana Devi, N. Bacanin, Current Best Opposition-Based Learning Salp Swarm Algorithm for Global Numerical Optimization, 2021 Zooming Innovation in Consumer Technologies Conference (ZINC), IEEE, pp. 5 - 10, May, 2021
T. Bezdan, S. Milosevic, K. Venkatachalam, M. Zivkovic, N. Bacanin, I. Strumberger, Optimizing Convolutional Neural Network by Hybridized Elephant Herding Optimization Algorithm for Magnetic Resonance Image Classification of Glioma Brain Tumor Grade, 2021 Zooming Innovation in Consumer Technologies Conference (ZINC), IEEE, pp. 171 - 176, May, 2021
T. Bezdan, D. Cvetnic, L. Gajic, M. Zivkovic, I. Strumberger, N. Bacanin, Feature Selection by Firefly Algorithm with Improved Initialization Strategy, ECBS 2021: 7th Conference on the Engineering of Computer Based Systems, Association for Computing Machinery, pp. 1 - 8, May, 2021
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. Živković, N. Bačanin, T. Živković, I. Štrumberger, E. Tuba, M. Tuba, Enhanced Grey Wolf Algorithm for Energy Efficient Wireless Sensor Networks, Zooming Innovation in Consumer Technologies, IEEE ZINC 2020, 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, 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
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
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, 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
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
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
I. Strumberger, N. Bacanin, M. Tuba, Enhanced Firefly Algorithm for Constrained Numerical Optimization, IEEE Congress on Evolutionary Computation (CEC), pp. 2120 - 2127, Jun, 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
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
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

Ostali radovi:

I. Strumberger, M. Zivkovic, V. R. R. Thumiki, A. Djordjevic, J. Gajic, N. Bacanin, Multivariate Bitcoin Price Prediction Based on Tuned Bidirectional Long Short-Term Memory Network and Enhanced Reptile Search Algorithm, Chapter in CCIS Communications in Computer and Information Science: ICIST 2023: International Conference on Information and Software Technologies, Springer, volume 1979, CCIS Communications in Computer and Information Science: ICIST 2023: International Conference on Information and Software Technologies, volume 1979, pp. 38 - 52, Springer, Cham, Kaunas, Lithuania, Jan, 2024
N. Bacanin, M. Zivkovic, Z. Hajdarevic, A. Petrovic, N. Budimirovic, M. Antonijevic, I. Strumberger, Detection of BotNet Using Extreme Learning Machine Tuned by Enhanced Sine Cosine Algorithm, Chapter in LNEE Lecture Notes in Electrical Engineering: ICAAAIML 2022: Advances and Applications of Artificial Intelligence & Machine Learning, Springer, volume 1078, LNEE Lecture Notes in Electrical Engineering: ICAAAIML 2022: Advances and Applications of Artificial Intelligence & Machine Learning, volume 1078, pp. 125 - 137, Springer, Singapore, Noida, India, Nov, 2023
L. Jovanovic, N. Bacanin, A. Jovancai, D. Jovanovic, D. Singh, M. Antonijevic, M. Zivkovic, I. Strumberger, Oil Price Prediction Approach Using Long Short-Term Memory Network Tuned by Improved Seagull Optimization Algorithm, Chapter in AIS Algorithms for Intelligent Systems: ICSISCET 2022: Artificial Intelligence and Sustainable Computing, Springer, AIS Algorithms for Intelligent Systems: ICSISCET 2022: Artificial Intelligence and Sustainable Computing, pp. 253 - 265, Springer, Singapore, Gwalior, India, Sep, 2023
M. Milicevic, L. Jovanovic, N. Bacanin, M. Zivkovic, D. Jovanovic, M. Antonijevic, N. Savanovic, I. Strumberger, Optimizing Long Short-Term Memory by Improved Teacher Learning-Based Optimization for Ethereum Price Forecasting, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICMCSI 2023: Mobile Computing and Sustainable Informatics, Springer, volume 166, LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICMCSI 2023: Mobile Computing and Sustainable Informatics, volume 166, pp. 125 - 139, Springer, Singapore, Nepal, May, 2023
L. Jovanovic, Z. Hajdarevic, D. Jovanovic, H. Shaker Jassim, I. Strumberger, N. Bacanin, M. Zivkovic, M. Antonijevic, Tuning Extreme Learning Machine by Hybrid Planet Optimization Algorithm for Diabetes Classification, Chapter in LNNS Lecture Notes in Networks and Systems: CIS 2022: Third Congress on Intelligent Systems, Springer, volume 613, LNNS Lecture Notes in Networks and Systems: CIS 2022: Third Congress on Intelligent Systems, volume 613, pp. 23 - 36, Springer, Singapore, Bengaluru, India, May, 2023
L. Jovanovic, M. Djuric, M. Zivkovic, D. Jovanovic, I. Strumberger, M. Antonijevic, N. Budimirovic, N. Bacanin, Tuning XGBoost by Planet Optimization Algorithm: An Application for Diabetes Classification, Chapter in LNEE Lecture Notes in Electrical Engineering: ICCCES 2022: Proceedings of Fourth International Conference on Communication, Computing and Electronics Systems, Springer, volume 977, LNEE Lecture Notes in Electrical Engineering: ICCCES 2022: Proceedings of Fourth International Conference on Communication, Computing and Electronics Systems, volume 977, pp. 787 - 803, Springer, Singapore, Coimbatore, India, Mar, 2023
N. Bacanin, A. Petrovic, M. Antonijevic, M. Zivkovic, M. Sarac, E. Tuba, I. Strumberger, Intrusion Detection by XGBoost Model Tuned by Improved Social Network Search Algorithm, Chapter in CCIS Communications in Computer and Information Science: MDIS 2022: Modelling and Development of Intelligent Systems, Springer, volume 1761, CCIS Communications in Computer and Information Science: MDIS 2022: Modelling and Development of Intelligent Systems, volume 1761, pp. 104 - 121, Springer, Cham, Sibiu, Romania, Feb, 2023
M. Stankovic, N. Bacanin, M. Zivkovic, D. Jovanovic, M. Antonijevic, M. Bukumira, I. Strumberger, Feature Selection and Extreme Learning Machine Tuning by Hybrid Sand Cat Optimization Algorithm for Diabetes Classification, Chapter in CCIS Communications in Computer and Information Science: MDIS 2022: Modelling and Development of Intelligent Systems, Springer, volume 1761, CCIS Communications in Computer and Information Science: MDIS 2022: Modelling and Development of Intelligent Systems, volume 1761, pp. 188 - 203, Springer, Cham, Sibiu, Romania, Feb, 2023
M. Zivkovic, A. Petrovic, N. Bacanin, M. Djuric, A. Vesic, I. Strumberger, M. Marjanovic, Training Logistic Regression Model by Hybridized Multi-verse Optimizer for Spam Email Classification, Chapter in LNNS Lecture Notes in Networks and Systems: ICDSA 2022: Proceedings of International Conference on Data Science and Applications, Springer, volume 552, LNNS Lecture Notes in Networks and Systems: ICDSA 2022: Proceedings of International Conference on Data Science and Applications, volume 552, pp. 507 - 520, Springer, Singapore, Kolkata, India, Feb, 2023
A. Petrovic, M. Antonijevic, I. Strumberger, L. Jovanovic, N. Savanovic, S. Janicijevic, The XGBoost Approach Tuned by TLB Metaheuristics for Fraud Detection, Chapter in Advances in Computer Science Research: ICIITB 2022: 1st International Conference on Innovation in Information Technology and Business, Springer, pp. 219 - 234, Atlantis Press, Springer Nature, Jan, 2023
A. Petrovic, M. Antonijevic, I. Stumberger, N. Savanovic, S. Janicijevic, N. Budimirovic, Intrusion Detection by XGBoost Model Tuned by Improved Multi-verse Optimizer, Chapter in Advances in Computer Science Research: ICIITB 2022: 1st International Conference on Innovation in Information Technology and Business, Springer, pp. 203 - 218, Atlantis Press, Springer Nature, Jan, 2023
M. Zivkovic, A. Petrovic, K. Venkatachalam, I. Strumberger, H. Shaker Jassim, N. Bacanin, Novel Chaotic Best Firefly Algorithm: COVID-19 Fake News Detection Application, Chapter in SCI Studies in Computational Intelligence: Advances in Swarm Intelligence, Springer, volume 1054, SCI Studies in Computational Intelligence: Advances in Swarm Intelligence, volume 1054, pp. 285 - 305, Springer, Cham, Oct, 2022
M. Zivkovic, N. Bacanin, J. Arandjelovic, I. Strumberger, K. Venkatachalam, Firefly Algorithm and Deep Neural Network Approach for Intrusion Detection, Chapter in LNEE Lecture Notes in Electrical Engineering: ICAAAIML 2021: Applications of Artificial Intelligence and Machine Learning, Springer, volume 925, LNEE Lecture Notes in Electrical Engineering: ICAAAIML 2021: Applications of Artificial Intelligence and Machine Learning, volume 925, pp. 1 - 12, Springer, Singapore, Greater Noida, India, Sep, 2022
M. Zivkovic, L. Jovanovic, M. Ivanovic, N. Bacanin, I. Strumberger, P. Joseph, XGBoost Hyperparameters Tuning by Fitness-Dependent Optimizer for Network Intrusion Detection, Chapter in LNNS Lecture Notes in Networks and Systems: ICCIS 2021: Communication and Intelligent Systems, Springer, volume 461, LNNS Lecture Notes in Networks and Systems: ICCIS 2021: Communication and Intelligent Systems, volume 461, pp. 947 - 962, Springer, Singapore, Delhi, India, Aug, 2022
N. Bacanin, M. Zivkovic, M. Sarac, A. Petrovic, I. Štrumberger, M. Antonijevic, A. Petrovic, K. Venkatachalam, A Novel Multiswarm Firefly Algorithm: An Application for Plant Classification, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2022: Intelligent and Fuzzy Systems, Springer, volume 504, LNNS Lecture Notes in Networks and Systems: INFUS 2022: Intelligent and Fuzzy Systems, volume 504, pp. 1007 - 1016, Springer, Cham, Izmir, Turkey, Jul, 2022
N. AlHosni, L. Jovanovic, M. Antonijevic, M. Bukumira, M. Zivkovic, I. Strumberger, J. P. Mani, N. Bacanin, The XGBoost Model for Network Intrusion Detection Boosted by Enhanced Sine Cosine Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: ICIPCN 2022: International Conference on Image Processing and Capsule Networks, Springer, volume 514, LNNS Lecture Notes in Networks and Systems: ICIPCN 2022: International Conference on Image Processing and Capsule Networks, volume 514, pp. 213 - 228, Springer, Cham, Bangkok, Thailand, Jul, 2022
M. Tair, N. Bacanin, M. Zivkovic, K. Venkatachalam, I. Strumberger, XGBoost Design by Multi-verse Optimiser: An Application for Network Intrusion Detection, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICMCSI 2022: Mobile Computing and Sustainable Informatics, Springer, volume 126, LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICMCSI 2022: Mobile Computing and Sustainable Informatics, volume 126, pp. 1 - 16, Springer, Singapore, Nepal, Jul, 2022
M. Zivkovic, A. Vesic, N. Bacanin, I. Strumberger, M. Antonijevic, L. Jovanovic, An Improved Animal Migration Optimization Approach for Extreme Learning Machine Tuning, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2022: Intelligent and Fuzzy Systems, Digital Acceleration and The New Normal, Springer, Volume 505, LNNS Lecture Notes in Networks and Systems: INFUS 2022: Intelligent and Fuzzy Systems, Digital Acceleration and The New Normal, Volume 505, pp. 3 - 13, Springer, Cham, Izmir, Turkey, Jul, 2022
M. Zivkovic, N. Bacanin, J. Arandjelovic, A. Rakic, I. Strumberger, P. Joseph, Novel Harris Hawks Optimization and Deep Neural Network Approach for Intrusion Detection, Chapter in AIS Algorithms for Intelligent Systems: IJCACI 2021: International Joint Conference on Advances in Computational Intelligence, Springer, AIS Algorithms for Intelligent Systems: IJCACI 2021: International Joint Conference on Advances in Computational Intelligence, pp. 239 - 250, Springer, Singapore, May, 2022
M. Zivkovic, L. Jovanovic, M. Ivanovic, A. Krdzic, N. Bacanin, I. Strumberger, Feature Selection Using Modified Sine Cosine Algorithm with COVID-19 Dataset, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICECMSN 2021: Evolutionary Computing and Mobile Sustainable Networks, Springer, volume 116, LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICECMSN 2021: Evolutionary Computing and Mobile Sustainable Networks, volume 116, pp. 15 - 31, Springer, Singapore, Bangalore, India, Mar, 2022
N. Bacanin, M. Zivkovic, M. Salb, I. Strumberger, A. Chhabra, Convolutional Neural Networks Hyperparameters Optimization Using Sine Cosine Algorithm, Chapter in AISC Advances in Intelligent Systems and Computing: ICSADL 2021: Sentimental Analysis and Deep Learning, Springer, volume 1408, AISC Advances in Intelligent Systems and Computing: ICSADL 2021: Sentimental Analysis and Deep Learning, volume 1408, pp. 863 - 878, Springer, Singapore, Songkhla, Thailand, Oct, 2021
N. Bacanin, N. Vukobrat, M. Zivkovic, T. Bezdan, I. Strumberger, Improved Harris Hawks Optimization Adapted for Artificial Neural Network Training, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2021: Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation, Springer, volume 308, LNNS Lecture Notes in Networks and Systems: INFUS 2021: Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation, volume 308, pp. 281 - 289, Springer, Cham, Istanbul. Turkey, Aug, 2021
M. Zivkovic, T. Bezdan, I. Strumberger, N. Bacanin, K. Venkatachalam, Improved Harris Hawks Optimization Algorithm for Workflow Scheduling Challenge in Cloud–Edge Environment, Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICCBI 2020: Computer Networks, Big Data and IoT, Springer, volume 66, LNDECT Lecture Notes on Data Engineering and Communications Technologies: ICCBI 2020: Computer Networks, Big Data and IoT, volume 66, pp. 87 - 102, Springer, Singapore, Madurai, India, Jun, 2021
M. Zivkovic, N. Bacanin, A. Djordjevic, M. Antonijevic, I. Strumberger, V. K, R. Tarik, Hybrid Genetic Algorithm and Machine Learning Method for COVID-19 Cases Prediction, Chapter in Lecture Notes in Networks and Systems: ICSES 2020: International Conference on Sustainable Expert Systems, Springer, LNNS, volume 176, Lecture Notes in Networks and Systems, ICSES 2020: International Conference on Sustainable Expert Systems, volume 176, pp. 169 - 184, Springer, Singapore, Nepal, Mar, 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, Modified Moth Search Algorithm for Portfolio Optimization, Smart Innovation, Systems and Technologies: Smart Trends in Computing and Communications, pp. 445 - 453, Springer, Jan, 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
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, 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, 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
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