Lepa Babić
Univerzitet Singidunum
E-mail
Biografija
Lepa Babić je rođena 09.01.1967. u Kozarskoj Dubici, Bosna i Hercegovina.
Obrazovanje
Visoka škola
1986 – 1990
Filozofski fakultet Sarajevo
Odsjek za pedagogiju i psihologiju
Magistarske studije
2001 – 2003
Ekonomski fakultet Banja Luka
Menadžment poslovnih sistema
Doktorska disertacija
2004 – 2007
Fakultet za menadžment Novi Sad
Faktori efikasnosti upravljanja edukacijom u organizaciji
Doktorska disertacija
2016 – 2020
Filozofski fakultet, Univerziteta Sv. Kiril i Metodij, Skoplje
(Samo)procena ključnih kompetencija i planiranje edukacije u funkciji upravljanja karijerom
Bibliografija
Knjige
- Развој каријере и пословних вештина2019J. Boljanović, L. Dražeta, L. Babić, G. Dobrijević, Развој каријере и пословних вештина, Универзитет Сингидунум, 2019
- Менаџмент: принципи, концепти и процеси2010B. Mašić, L. Babić, J. Boljanović, G. Dobrijević, S. Veselinović, Менаџмент: принципи, концепти и процеси, Универзитет Сингидунум, 2010
- Edukacija u organizaciji2009L. Babić, Edukacija u organizaciji, Univerzitet Singidunum, 2009
Radovi u časopisima
- Unemployment Multivariate Forecasting: An Approach Combining Long Short-Term Memory Network and Modified Particle Swarm Optimization Algorithm2026J. Cadjenovic Milovanovic, L. Babic, D. Jovanovic, M. Zivkovic, L. Jovanovic, M. Antonijevic, M. Abdel-Salam, N. Bacanin, Unemployment Multivariate Forecasting: An Approach Combining Long Short-Term Memory Network and Modified Particle Swarm Optimization Algorithm, Computational Economics, pp. 1 - 31, Jan, 2026Otvori
- A multivariate methodology combining recurrent neural networks with the modified variable neighborhood search algorithm for unemployment forecasting2025L. Babic, L. Jovanovic, J. Cadjenovic, M. Mohamed Elsayed, M. Hammad, M. Zivkovic, V. Simic, N. Bacanin, A multivariate methodology combining recurrent neural networks with the modified variable neighborhood search algorithm for unemployment forecasting, Applied Soft Computing, No. 114143, Nov, 2025Otvori
- Machine Learning in the Service of Mental Health Management: Optimization Metaheuristics for Improving Disorder Classification2025L. Babic, S. Kozakijevic, L. Jovanovic, B. Radomirovic, I. Strumberger, M. Antonijevic, N. Jankovic, S. Tedic, Machine Learning in the Service of Mental Health Management: Optimization Metaheuristics for Improving Disorder Classification, Management Science Advances, Vol. 2, No. 1, pp. 158 - 171, Aug, 2025Otvori
- Detecting Harassment in User Comments: Two-Tier Machine Learning and Metaheuristics Approach with Natural Language Processing2025M. Todorovic, S. Kozakijevic, L. Jovanovic, L. Babic, M. Antonijevic, V. Zeljkovic, M. Zivkovic, N. Bacanin, Detecting Harassment in User Comments: Two-Tier Machine Learning and Metaheuristics Approach with Natural Language Processing, SN Computer Science, Vol. 6, No. 573, Jun, 2025Otvori
- Click Fraud Detection with Recurrent Neural Networks Optimized by Adapted Crayfish Optimization Algorithm2024L. Babic, V. Zeljkovic, L. Jovanovic, S. Ivanovic, A. Djordjevic, M. Zivkovic, T. Zivkovic, N. Bacanin, Click Fraud Detection with Recurrent Neural Networks Optimized by Adapted Crayfish Optimization Algorithm, Journal of Industrial Intelligence, Vol. 2, No. 4, pp. 230 - 238, Dec, 2024Otvori
- Cyberbullying Sexism Harassment Identification by Metaheurustics-Tuned eXtreme Gradient Boosting2024M. Dobrojevic, L. Jovanovic, L. Babic, M. Cajic, T. Zivkovic, M. Zivkovic, S. Muthusamy, M. Antonijevic, N. Bacanin, Cyberbullying Sexism Harassment Identification by Metaheurustics-Tuned eXtreme Gradient Boosting, CMC-Computers, Materials & Continua, Vol. 80, No. 3, pp. 4997 - 5027, Sep, 2024Otvori
- The Development and Preliminary Validation of the Coyre Competencies for Employment Scale (CCES)2023L. Babić, The Development and Preliminary Validation of the Coyre Competencies for Employment Scale (CCES), Andragoške studije, No. 2, pp. 133 - 151, 2023Otvori
- Contemporary approach to education in the organization2013L. Babić, J. Boljanović, Contemporary approach to education in the organization, Singidunum Journal of Applied Sciences, Vol. 10, No. 1, pp. 46 - 53, Jan, 2013
- Stavovi maturanata prema nastavku školovanja2012L. Babić, B. Kordić, Stavovi maturanata prema nastavku školovanja, Pedagogija, Vol. 67, No. 4, pp. 556 - 565, Aug, 2012
- Улога менторства у развоју младих2012B. Kordić, L. Babić, Улога менторства у развоју младих, Зборник института за педагошка истраживања, Vol. 44, No. 1, pp. 196 - 212, Jun, 2012
- Graduates beliefs about career management2012L. Babić, B. Kordić, Graduates beliefs about career management, Industrija, Vol. 40, No. 2, pp. 175 - 187, Apr, 2012
- Однос београдских студената према спорту на универзитету2011B. Kordić, L. Babić, Однос београдских студената према спорту на универзитету, Настава и васпитање, Vol. 60, No. 4, pp. 688 - 702, Dec, 2011
- Facebook и дружење код средњошколаца2011B. Kordić, L. Babić, Facebook и дружење код средњошколаца, Теме, Vol. 35, No. 4, pp. 1627 - 1640, Oct, 2011
- Experience of competency and confidence at work2010L. Babić, B. Kordić, Experience of competency and confidence at work, Singidunum revija, pp. 285 - 293, Dec, 2010
- Tetovaža i pirsing među srednjoškolcima u Beogradu2010B. Kordić, L. Babić, Tetovaža i pirsing među srednjoškolcima u Beogradu, Engrami, Vol. 32, No. 3, pp. 27 - 42, Sep, 2010
- Домаће ТВ серије и национална осећања омладине Београда2010L. Babić, B. Kordić, Домаће ТВ серије и национална осећања омладине Београда, Социолошки преглед, Vol. 44, No. 3, pp. 439 - 451, Sep, 2010
- Teorijski modeli odnosa između edukacije i ishoda na organizacionom nivou2010L. Babić, Teorijski modeli odnosa između edukacije i ishoda na organizacionom nivou, Singidunum revija, pp. 131 - 137, Jun, 2010
- Betting behaviour of young people in Belgrade2010B. Kordić, L. Babić, Betting behaviour of young people in Belgrade, Engrami, Vol. 32, No. 1-2, pp. 59 - 66, Jun, 2010
- Enjoyment in pornography and sexual behavior of young people of Belgrade2009B. Kordić, L. Babić, Enjoyment in pornography and sexual behavior of young people of Belgrade, Engrami, Vol. 31, No. 1-2, pp. 5 - 17, Jun, 2009
- Eukacija kao strateški cilj organizacije2007L. Babić, Eukacija kao strateški cilj organizacije, Inovacije u nastavi, Vol. 19, No. 4, pp. 108 - 112, Aug, 2007
Radovi na konferencijama
- Tuning XGBoost for Twitter Racism Classification Using Word2Vec and Adapted Botox Optimization Algorithm20252025 IEEE 4th World Conference on Applied Intelligence and Computing (AIC)V. Zeljkovic, D. Bulaja, M. Sarac, M. Pavkovic, L. Babic, M. Zivkovic, T. Zivkovic, N. Bacanin, Tuning XGBoost for Twitter Racism Classification Using Word2Vec and Adapted Botox Optimization Algorithm, 2025 IEEE 4th World Conference on Applied Intelligence and Computing (AIC), IEEE, GB Nagar, Gwalior, India, pp. 1 - 8, Jul, 2025Otvori
- The NLP for Employee Review Sentiment Analysis: An Explainable Perspective20242024 26th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC)L. Babic, R. Stoean, J. Cadjenovic, L. Jovanovic, M. Zivkovic, N. Bacanin, The NLP for Employee Review Sentiment Analysis: An Explainable Perspective, 2024 26th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), IEEE, Timisoara, Romania, pp. 285 - 291, Sep, 2024Otvori
- CHANGES IN ENVIRONMENT, COMPANY POSITIONING AND CAREER DEVELOPMENT2023finizL. Babić, S. Sojkić, CHANGES IN ENVIRONMENT, COMPANY POSITIONING AND CAREER DEVELOPMENT, pp. 81 - 87, Dec, 2023Otvori
- Društvene mreže na internetu, vršnjaci i brendirana roba2012Улогата на медиумите во промоцијата на производите и услугитеB. Kordić, L. Babić, J. Babić, Društvene mreže na internetu, vršnjaci i brendirana roba, Улогата на медиумите во промоцијата на производите и услугите, pp. 292 - 300, 2012
- Mentorstvo mladih u funkciji unapređenja bezbednosti obrazovno-vaspitnih ustanova2012Reagovanje na bezbednosne rizike u obrazovno-vaspitnim ustanovamaB. Kordić, B. Popović-Ćitić, L. Babić, Mentorstvo mladih u funkciji unapređenja bezbednosti obrazovno-vaspitnih ustanova, Reagovanje na bezbednosne rizike u obrazovno-vaspitnim ustanovama, pp. 167 - 180, 2012
- Предузетништво као професија која се учи2012Иновације и предузетништво: алати за успех на тржишту Европске уније, ФЕФАL. Babić, J. Boljanović, Предузетништво као професија која се учи, Зборник радова Иновације и предузетништво: алати за успех на тржишту Европске уније, pp. 177 - 186, 2012
- Nacionalna kultura i karijerni razvoj2011Naučni skup sa međunarodnim učešćem SinergijaL. Babić, B. Kordić, Nacionalna kultura i karijerni razvoj, Zbornik radova: VIII Naučni skup sa međunarodnim učešćem Sinergija 2011, pp. 250 - 265, 2011
- Савремени приступ знању као ресурсу у јавној управи.2011Реформе: политичка воља и административни капацитет, ФЕФАJ. Boljanović, L. Babić, Савремени приступ знању као ресурсу у јавној управи., Зборник радова на тему Политичка воља и административни капацитети Као предуслов реформи, pp. 177 - 193, 2011
- Istraživanje i merenje u kontekstu upravljanja edukacijom u organizaciji2010SM 2010L. Babić, B. Kordić, L. Barjaktarović, Istraživanje i merenje u kontekstu upravljanja edukacijom u organizaciji, Zbornik apstrakata SM 2010 XV internacionalni naučni skup, Palić, ISBN 978-86-7233-254-4, pp. 17 - 18, May, 2010
- Značaj emocionalne sigurnosti u poslu za menadžment2010Naučni skup sa međunarodnim učešćem SinergijaL. Babić, B. Kordić, Značaj emocionalne sigurnosti u poslu za menadžment, Zbornik radova: VI Naučni skup sa međunarodnim učešćem Sinergija 2010, pp. 305 - 311, 2010
- Zemlje periferije u bolonjskom procesu2010Naučni skup sa međunarodnim učešćem SinergijaL. Babić, B. Kordić, Zemlje periferije u bolonjskom procesu, Zbornik radova: V Naučni skup sa međunarodnim učešćem Sinergija 2010, pp. 98 - 103, 2010
- Psihološke osnove sportske aktivacije2010Menadžment u sportuB. Kordić, L. Babić, Psihološke osnove sportske aktivacije, Zbornik radova VI međunarodna konferencija „Menadžment u sportu“, pp. 326 - 333, 2010
- Seminarski radovi i funkcionalna pismenost2010Vaspitno-obrazovni horizonti 2010L. Babić, B. Kordić, Seminarski radovi i funkcionalna pismenost, Zbornik radova: III međunarodna interdisciplinarna stručno-naučna konferencija Vaspitno-obrazovni horizonti 2010, pp. 312 - 316, 2010
- Struktura ljudske sigurnosti2009Savremeni oblici ugrožavanja bezbjednosti i strategije suprotstavljanjaB. Kordić, L. Babić, Struktura ljudske sigurnosti, Savremeni oblici ugrožavanja bezbjednosti i strategije suprotstavljanja, pp. 295 - 301, 2009
- Samopouzdanje i stavovi zaposlenih prema edukaciji2009Naučni skup sa međunarodnim učešćem SinergijaL. Babić, B. Kordić, Samopouzdanje i stavovi zaposlenih prema edukaciji, Zbornik radova: I Naučni skup sa međunarodnim učešćem Sinergija 2009, pp. 169 - 175, 2009
- Sport na beogradskim univerzitetima2009Menadžment u sportuB. Kordić, L. Babić, Sport na beogradskim univerzitetima, Zbornik radova V međunarodna konferencija „Menadžment u sportu“, pp. 326 - 333, 2009
- Uticaj povezanosti komponenti opšteg stava zaposlenih i dodatne edukacije na menadžment u organizacijama Ministarstva unutrašnjih poslova Republike srpske i Elektroprivrede Republike srpske2007Simpozijum o operacionim istraživanjimaL. Babić, Uticaj povezanosti komponenti opšteg stava zaposlenih i dodatne edukacije na menadžment u organizacijama Ministarstva unutrašnjih poslova Republike srpske i Elektroprivrede Republike srpske, Simpozijum o operacionim istraživanjima, pp. 445 - 448, 2007
- Specifične karakteristike preduzetništva našeg podneblja2004Podunavski naučni i kulturni forumL. Babić, Specifične karakteristike preduzetništva našeg podneblja, Podunavski naučni i kulturni forum, pp. 71 - 81, 2004
- Fleksibilnost organizacione strukture u funkciji strateškog menadžmenta2004Međunarodna konferencija UPSL. Babić, Fleksibilnost organizacione strukture u funkciji strateškog menadžmenta, Zbornik radova sa međunarodne konferencije UPS, 2004
Ostali radovi
- Mental Disorder Classification via Modified Metaheuristic Optimized Machine Learning, Chapter in LNEE Lecture Notes in Electrical Engineering: PEIS 2025: Power Engineering and Intelligent Systems, Springer, volume 14592026L. Babic, L. Jovanovic, S. Kozakijevic, M. Zivkovic, T. Zivkovic, S. Andjelic, B. Radomirovic, N. Bacanin, Mental Disorder Classification via Modified Metaheuristic Optimized Machine Learning, Chapter in LNEE Lecture Notes in Electrical Engineering: PEIS 2025: Power Engineering and Intelligent Systems, Springer, volume 1459, LNEE Lecture Notes in Electrical Engineering: PEIS 2025: Proceedings of International Conference on Power Engineering and Intelligent Systems, volume 1459, pp. 129 - 145, Springer, Singapore, Feb, 2026Otvori
- Click Pattern Classification Using Modified Metaheuristic Optimized Long-Short Term Neural Networks for Fraud Detection, Chapter in LNNS Lecture Notes in Networks and Systems: ICIVC 2025: Intelligent Vision and Computing, Springer, volume 17102026L. Babic, S. Ivanovic, L. Jovanovic, M. Markovic Blagojevic, V. Zeljkovic, M. Zivkovic, B. Radomirovic, N. Bacanin, Click Pattern Classification Using Modified Metaheuristic Optimized Long-Short Term Neural Networks for Fraud Detection, Chapter in LNNS Lecture Notes in Networks and Systems: ICIVC 2025: Intelligent Vision and Computing, Springer, volume 1710, LNNS Lecture Notes in Networks and Systems: ICIVC 2025: Proceedings of International Conference on Intelligent Vision and Computing, volume 1710, pp. 1 - 14, Springer, Cham, Dehradun, India, Feb, 2026Otvori
- Optimizing Gated Recurrent Units with a Hybrid Crayfish Algorithm for Enhanced Unemployment Rate Prediction, Chapter in LNNS Lecture Notes in Networks and Systems: CVR 2025: Computer Vision and Robotics, Springer, volume 16432026L. Babic, S. Ivanovic, A. Petrovic, L. Jovanovic, M. Zivkovic, A. Zivaljevic, M. Antonijevic, N. Bacanin, Optimizing Gated Recurrent Units with a Hybrid Crayfish Algorithm for Enhanced Unemployment Rate Prediction, Chapter in LNNS Lecture Notes in Networks and Systems: CVR 2025: Computer Vision and Robotics, Springer, volume 1643, LNNS Lecture Notes in Networks and Systems: CVR 2025: Proceedings of International Conference on Computer Vision and Robotics, volume 1643, pp. 128 - 139, Springer, Cham, Goa, India, Jan, 2026Otvori
- Optimizing XGBoost for Online Tweets Harassment Detection Using Word2Vec and Modified Metaheuristics, Chapter in LNNS Lecture Notes in Networks and Systems: ICDSA 2025: Data Science and Applications, Springer, volume 17212026D. Bulaja, B. Radomirovic, M. Tomic, V. Zeljkovic, T. Zivkovic, M. Zivkovic, L. Babic, N. Bacanin, Optimizing XGBoost for Online Tweets Harassment Detection Using Word2Vec and Modified Metaheuristics, Chapter in LNNS Lecture Notes in Networks and Systems: ICDSA 2025: Data Science and Applications, Springer, volume 1721, LNNS Lecture Notes in Networks and Systems: ICDSA 2025: Conference Proceedings of International Conference on Data Science and Applications, volume 1721, pp. 343 - 357, Springer, Cham, Jaipur, India, Jan, 2026Otvori
- Predicting Unemployment Rates with Modified Metaheuristic Optimized Echo State Networks, Chapter in CE Contributions to Economics, Global Investment Decisions in the Circular Economy, Springer2025D. Bulaja, L. Babic, V. Zeljkovic, A. Djordjevic, M. Zivkovic, M. Antonijevic, V. Marevic, N. Bacanin, Predicting Unemployment Rates with Modified Metaheuristic Optimized Echo State Networks, Chapter in CE Contributions to Economics, Global Investment Decisions in the Circular Economy, Springer, CE Contributions to Economics, Global Investment Decisions in the Circular Economy, The Role of Energy Policies in Achieving Sustainable Economic Growth, pp. 185 - 199, Springer, Cham, Nov, 2025Otvori
- Mental Disorder Classification Using Extreme Gradient Boosting Optimized by Modified Metaheuristic, Chapter in LNNS Lecture Notes in Networks and Systems: ITAI 2025: Information Technology and Artificial Intelligence, Springer, volume 15052025L. Babic, S. Kozakijevic, L. Jovanovic, M. Zivkovic, S. Tedic, N. Jankovic, N. Bacanin, Mental Disorder Classification Using Extreme Gradient Boosting Optimized by Modified Metaheuristic, Chapter in LNNS Lecture Notes in Networks and Systems: ITAI 2025: Information Technology and Artificial Intelligence, Springer, volume 1505, LNNS Lecture Notes in Networks and Systems: ITAI 2025: Proceedings of International Conference on Information Technology and Artificial Intelligence, volume 1505, pp. 223 - 237, Springer, Singapore, Gurgaon, India, Oct, 2025Otvori
- Click Stream Analysis and Fraud Detection Using Modified Metaheuristic Optimized Gated Recurrent Unit Based Models, Chapter in LNNS Lecture Notes in Networks and Systems: ICDAM 2025: International Conference on Data Analytics and Management, Springer, volume 15972025L. Babic, V. Zeljkovic, S. Ivanovic, L. Jovanovic, M. Antonijevic, M. Zivkovic, M. Markovic Blagojevic, N. Bacanin, Click Stream Analysis and Fraud Detection Using Modified Metaheuristic Optimized Gated Recurrent Unit Based Models, Chapter in LNNS Lecture Notes in Networks and Systems: ICDAM 2025: International Conference on Data Analytics and Management, Springer, volume 1597, LNNS Lecture Notes in Networks and Systems: ICDAM 2025: Proceedings of Data Analytics and Management, volume 1597, pp. 16 - 26, Springer, Cham, London Metropolitan University, London, UK, Oct, 2025Otvori
- Comment Section Harassment Detection Optimized by Modified Metaheuristic Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: ICDSA 2024: Data Science and Applications, Springer, volume 12652025J. Gajic, L. Babic, L. Jovanovic, L. Drazeta, M. Zivkovic, N. Bacanin, M. Antonijevic, Comment Section Harassment Detection Optimized by Modified Metaheuristic Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: ICDSA 2024: Data Science and Applications, Springer, volume 1265, LNNS Lecture Notes in Networks and Systems: Proceedings of ICDSA 2024: Data Science and Applications, volume 1265, pp. 307 - 321, Springer, Singapore, Jaipur, India, Jun, 2025Otvori
- Online harassment detection on online data science platforms optimized by metaheuristic2024N. Bacanin, M. Kabiljo, L. Babic, V. Gajic, J. Kaljevic, M. Dobrojevic, Online harassment detection on online data science platforms optimized by metaheuristic, Proceedings of the 2nd International Conference on Innovation in Information Technology and Business (ICIITB 2024), Chapter in Advances in Computer Science Research, pp. 121 - 136, Atlantis Press, Muscat, Oman, Aug, 2024Otvori
- Twitter toxic comment identification in digital media and advertising using NLP and optimized classifiers2024Ј. Гајић, L. Dražeta, Л. Бабић, Ј. Каљевић, Д. Јовановић, Л. Јовановић, Twitter toxic comment identification in digital media and advertising using NLP and optimized classifiers, Proceedings of the 2nd International Conference on Innovation in Information Technology and Business (ICIITB 2024), Advances in Computer Science Research 113, pp. 171 - 187, Atlantis Press, Muscat, Oman, Aug, 2024Otvori
- Machine Learning for Company Review Sentiment Analysis Interpretation, Chapter in AIS Algorithms for Intelligent Systems: ICMSLE 2024: International Conference on Multi-Strategy Learning Environment, Springer2024S. Kozakijevic, L. Jovanovic, L. Babic, J. Kaljevic, M. Zivkovic, N. Bacanin, Machine Learning for Company Review Sentiment Analysis Interpretation, Chapter in AIS Algorithms for Intelligent Systems: ICMSLE 2024: International Conference on Multi-Strategy Learning Environment, Springer, AIS Algorithms for Intelligent Systems: ICMSLE 2024: Proceedings of International Conference on Multi-Strategy Learning Environment, pp. 647 - 659, Springer, Singapore, Dehradun, India, May, 2024Otvori
- Leveraging Metaheuristic Optimized Machine Learning Classifiers to Determine Employee Satisfaction, Chapter in AIS Algorithms for Intelligent Systems: ICMSLE 2024: International Conference on Multi-Strategy Learning Environment, Springer2024L. Babic, L. Jovanovic, A. Petrovic, M. Zivkovic, T. Zivkovic, N. Bacanin, Leveraging Metaheuristic Optimized Machine Learning Classifiers to Determine Employee Satisfaction, Chapter in AIS Algorithms for Intelligent Systems: ICMSLE 2024: International Conference on Multi-Strategy Learning Environment, Springer, AIS Algorithms for Intelligent Systems: ICMSLE 2024: Proceedings of International Conference on Multi-Strategy Learning Environment, pp. 337 - 352, Springer, Singapore, Dehradun, India, May, 2024Otvori