Research Papers
2024
- E. Taruh, E. Trubljanin, D. Babic, “Detection of Scoliosis”, XIX Internatioa Symposium – Unlocking the Hidden Potential of Organization through Merging Humans and Digitals, Symorg 2024, Zlatibor, Serbia June 2024 [link]
- I. Culafic and T. Popovic, “LLM Consistent Character Bias”, XIX Internatioa Symposium – Unlocking the Hidden Potential of Organization through Merging Humans and Digitals, Symorg 2024, Zlatibor, Serbia June 2024 [link]
- I. Culafic et al., “Output Manipulation via LoRA for Generative AI”, 23rd International Symposium INFOTEH-JAHORINA, Bosnia and Herzegovina, March 2024 [link]
- B. Dobardzic et al., “Forecasting Meningits with Machine Learning: An Advanced Classification Model Analysis”, Mediterranean Conference on Medical and Biological Engineering and Computing (MEDICON) and International Conference on Medical and Biological Engineering (CMBEBIH), Sarajevo, Bosnia and Herzegovina, September 2023 [link]
- A. Milacic, A. Orahovac, L. Filipovic, “Optimizing the Montenegrin Milk Supply Chain: A Data Visualization Approach”, Global commodity chains from a risk assessment perspective, BfR, May 2024 [link]
- L. Filipovic et al. , “HoneyChain: Enhancing Honey Production Monitoring System”. Global commodity chains from a risk assessment perspective, BfR, May 2024 [link]
- S. Nikolic et al. “Sizing HPC Opportunities in Montenegro: Market Insights, Best Practices and Use Cases”, Enterpreneurial Economy, Vol XX, UDG, July 2024 [link]
2023
- I. Jovovic et al., “Disease Prediction Using Machine Learning Algorithms”, 27th IEEE Conference on Information Technology IT2023, Zabljak, Montenegro, Feb 2023 [link]
- S. Cakic et al., “Developing Edge AI Computer Vision for Smart Poultry Farms Using Deep Learning and HPC”, Sensors 2023, 23(6), Mar 2023 [link]
- B. Malisic and S. Tinaj, “Competence development as critical issue for successful performance in HPC technology environment: A case study of Montenegro”, Technology and Health Care 31(4), IOS Press, Jul 2023 [link]
- L. Lakovic et al., “Exploratory analysis of text using available NLP technologies for Serbian language”, 22nd International Symposium INFOTECH-JAHORINA, East Sarajevo, Bosnia and Herzegovina, Mar 2023 [link]
- I. Cavor and S. Djukanovic, “Vehicle Speed Estimation From Audio Signals Using 1D Convolutional Neural Networks”, 27th IEEE Conference on Information Technology IT2023, Zabljak, Montenegro, Feb 2023 [link]
- A. Cvijetic et al., “Deep learning-based vehicle speed estimation using the YOLO detector and 1D-CNN”, 27th IEEE Conference on Information Technology IT2023, Zabljak, Montenegro, Feb 2023 [link]
- A. Perunicic et al.,”Vision-based Vehicle Speed Estimation Using the YOLO Detector and RNN”, 27th IEEE Conference on Information Technology IT2023, Zabljak, Montenegro, Feb 2023 [link]
- A. Zecevic et al., “Verification of temperature, wind and precipitation fields for the high-resolution WRF NMM model over the complex terrain of Montenegro”, Technology and Health Care 31(4), IOS Press, Jun 2023 [link]
- M. Grebovic et al., “Machine Learning Models for Statistical Analysis”, The International Arab Journal of Information Technology, Vol. 20, No. 3A, May 2023 [link]
2022
- Z. Scekic et al., “Image-Based Parking Occupancy Detection Using Deep Learning and Faster R-CNN”, 26th International Conference on Information Technology, IEEE IT2022, Zabljak, Montenegro, Feb 2022 [link]
- A. Suljovic et al., “Detection of Plant Diseases Using Leaf Images and Machine Learning”, 21th International Symposium INFOTEH-JAHORINA, East Sarajevo, Bosnia and Herzegovina, Mar 2022 [link]
- I. Jovovic et al., “Face Mask Detection Based on Machine Learning and Edge Computing”, 21th International Symposium INFOTEH-JAHORINA, East Sarajevo, Bosnia and Herzegovina, Mar 2022 [link]
- A. Alibasic et al., “Evaluation of trends in jobs and skill ‑ sets using data analytics: a Case study”, Journal of BIg Data (2022) 9::32, Springer, 2022 [link]
- D. Babic et al., “Detecting Pneumonia with TensorFlow and Convolutional Neural Networks”, 2022 IEEE International Conference on Omni-layer Intelligent Systems (COINS), Barcelona, Spain, Aug 2022 [link]
- S. Cakic et al., “Developing Object Detection Models for Camera Applications in Smart Poultry Farms”, 2022 IEEE International Conference on Omni-layer Intelligent Systems (COINS), Barcelona, Spain, Aug 2022 [link]
- M. Grebovic et al., “Overcoming Limitations of Statistical Methods with Artificial Neural Networks”, 2022 International Arab Conference on Information Technology (ACIT), Abu Dhabi, Nov 2022 [link]
2021
- L. Racic et al., “Pneumonia Detection Using Deep Learning Based on Convolutional Neural Network”, 25th IEEE Conference on Information Technology, Zabljak, Montenegro, Feb 2021 [link]
- A. Alibasic et al., “Applying natural language processing to analyze customer satisfaction”, 25th IEEE Conference on Information Technology, Zabljak, Montenegro, Feb 2021 [link]
- L. Filipovic et al., “Combined adaptive load balancing algorithm for parallel applications”, IcETRAN 2021, Ethno village Stanišići, Republic of Srpska, Sep 2021 [link]
- M. Pavicevic and T. Popovic, Forecasting Day-Ahead Electricity Price with Artificial Neural Networks: a Comparison of Architectures”, 11th IEEE International Conference on
- Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications IEEE IDAACS 2021, Cracow, Poland, Sep 2021 [link]
- S. Cakic et al., “Human Activity Detection Using Deep Learning and Bracelet with Bluetooth Transmitter”, IEEE TELFOR 2021, Belgrade, Serbia, Nov 2021 [link]
- M. Pavicevic and T. Popovic, ”Forecasting Day-Ahead Electricity Metrics with Artificial Neural Networks” , Sensors 22(3), Dec 2021 [ link]