Publications

1. Constantin Constantinescu and Remus Brad. Systematic Evaluation of Handcrafted Features and Classical Machine Learning for Respiratory Sound Analysis. Advances in Artificial Intelligence and Machine Learning. 2025;5(4):249. https://dx.doi.org/10.54364/AAIML.2025.54249

2. Maria Cãzilã, Remus Brad and Raluca Brad. A Comparison of Multi-Object Tracking Methods in Image Sequences, Journal of Artificial Intelligence and Autonomous Intelligence Vol. 2 no.3 pp. 385-409, 2025.

3. Laügt, V., Calamaz, M. & Brad, R. Automated measurement of serrated chip characteristics using image processing algorithms. Int J Adv Manuf Technol (2025). https://doi.org/10.1007/s00170-025-16927-4

4. Repede, S.E.; Brad, R. A Review of Automatic Fake News Detection: From Traditional Methods to Large Language Models. Future Internet 2025, 17, 435. https://doi.org/10.3390/fi17100435

5. Vasilas, T.; Brad, R. When Things Heat Up: Detecting Malicious Activity Using CPU Thermal Sensors. J. Cybersecur. Priv. 2025, 5, 56. https://doi.org/10.3390/jcp5030056

6. Vasilas T. and Brad R., A Decade in Software-Based Side and Covert Channel Attacks and Countermeasures: A Survey, IEEE Access, vol. 13, pp. 56587-56606, 2025, doi: 10.1109/ACCESS.2025.3555139

7. Repede, S.E.; Brad, R. LLaMA 3 vs. State-of-the-Art Large Language Models: Performance in Detecting Nuanced Fake News. Computers 2024, 13, 292. https://doi.org/10.3390/computers13110292

8. Repede Ştefan Emil and Brad Remus, A Comparative Study in Large Language Models Usage for Fake News Detection. Advances in Artificial Intelligence and Machine Learning. 2024;4(4):163.

9. Constantinescu C., Brad, R., Barglazan A., Lung Sounds Anomaly Detection with Respiratory Cycle Segmentation. BRAIN. Broad Research in Artificial Intelligence and Neuroscience, v. 15, n. 3, p. 188-196, oct. 2024. ISSN 2067-3957

10. Barglazan, A.-A.; Brad, R. Enhanced Wavelet Scattering Network for Image Inpainting Detection. Computation 2024, 12, 228. https://doi.org/10.3390/computation12110228

11. Vasilas, T.; Bacila, C.; Brad, R. Beat the Heat: Syscall Attack Detection via Thermal Side Channel. Future Internet 2024, 16, 301. https://doi.org/10.3390/fi16080301

12. Valentin Ogrean, Remus Brad, Deep reinforcement learning architectures for automatic organ segmentation, Biomedical Signal Processing and Control, Volume 90, 2024, 105919, ISSN 1746-8094, https://doi.org/10.1016/j.bspc.2023.105919.

13. Buduleci C, Gellert A, Florea A, Brad R. Architectural and Technological Approaches for Efficient Energy Management in Multicore Processors. Computers. 2024; 13(4):84. https://doi.org/10.3390/computers13040084 

14. Barglazan A-A, Brad R, Constantinescu C. Image Inpainting Forgery Detection: A Review. Journal of Imaging. 2024; 10(2):42. https://doi.org/10.3390/jimaging10020042

15. Valentin Ogrean, Remus Brad, Deep reinforcement learning architectures for automatic organ segmentation, Biomedical Signal Processing and Control, Volume 90, 2024,105919,ISSN 1746-8094, https://doi.org/10.1016/j.bspc.2023.105919.

16. Constantinescu, Constantin, and Remus Brad, An Overview on Sound Features in Time and Frequency Domain, International Journal of Advanced Statistics and IT&C for Economics and Life Sciences 13.1 pp.45-58, 2023

17. Ogrean, V.; Brad, R. Multi-Organ Segmentation Using a Low-Resource Architecture. Information 2022, 13, 472. https://doi.org/10.3390/info13100472

18. Băncioiu C, Brad R. Analyzing Markov Boundary Discovery Algorithms in Ideal Conditions Using the d-Separation Criterion. Algorithms. 2022; 15(4):105. https://doi.org/10.3390/a15040105

19. Băncioiu C, Brad R. Accelerating Causal Inference and Feature Selection Methods through G-Test Computation Reuse. Entropy. 2021; 23(11):1501. https://doi.org/10.3390/e23111501 

20. Neamțu, Bogdan M., Gabriela Visa, Ionela Maniu, Maria L. Ognean, Rubén Pérez-Elvira, Andrei Dragomir, Maria Agudo, Ciprian R. Șofariu, Mihaela Gheonea, Antoniu Pitic, Remus Brad, Claudiu Matei, Minodora Teodoru, and Ciprian Băcilă. 2021. "A Decision-Tree Approach to Assist in Forecasting the Outcomes of the Neonatal Brain Injury" International Journal of Environmental Research and Public Health 18, no. 9: 4807. https://doi.org/10.3390/ijerph18094807

21. Alexandru Dorobanțiu, Valentin Ogrean and Remus Brad, Coronary Centerline Extraction from CCTA Using 3D-UNet, Future Internet vol. 13, no. 4, pp.101, 2021, https://doi.org/10.3390/fi13040101

22. Valentin Ogrean, Alexandru Dorobantiu and Remus Brad, Deep Learning Architectures and Techniques for Multi-organ Segmentation, International Journal of Advanced Computer Science and Applications (IJACSA), 12(1), 2021, http://dx.doi.org/10.14569/IJACSA.2021.0120104

23. Alexandru Dorobanţiu, Remus Brad, A novel contextual memory algorithm for edge detection, Pattern Analysis and Applications, vol. 23, pp. 883–895, 2020, https://doi.org/10.1007/s10044-019-00808-0

24. Arpad Gellert, Remus Brad, Image inpainting with Markov chains, Signal, Image and Video Processing, pp. 1-9, 2020, https://doi.org/10.1007/s11760-020-01675-7 

25. Tătulea, Paula; Călin, Florina; Brad, Remus; Brâncovean, Lucian; Greavu, Mircea. An Image Feature-Based Method for Parking Lot Occupancy, Future Internet 11, no. 8: 169, 2019

26. Paula Tatulea, Florina Calin, Remus Brad, Lucian Brâncovean and Mircea Greavu, Smart City Parking Lot Occupancy Solution, International Journal of Advanced Computer Science and Applications, 10(7), 2019. http://dx.doi.org/10.14569/IJACSA.2019.0100706

27. Dorobanțiu, Alexandru; Brad, Remus. Improving Lossless Image Compression with Contextual Memory, Applied Sciences, 9, no. 13: 2681, https://doi.org/10.3390/app9132681, 2019

28. Arpad Gellert and Remus Brad, Studying the influence of search rule and context shape in filtering impulse noise images with Markov chains, Signal, Image and Video Processing, Springer London, 12(2), pp. 315-322, 2018, doi:10.1007/s11760-017-1160-1 

29. Cristina Modrângă, Raluca Brad, Remus Brad, Fabric Defect Detection Using Fourier Transform and Gabor Filters, Journal of Textile Engineering & Fashion Technology, vol. 3, issue 4: 00107, 2017, ISSN: 2574-8114, DOI: 10.15406/jteft.2017.03.00107 

30. Elena Bebeselea-Sterp, Raluca Brad and Remus Brad, A Comparative Study of Stereovision Algorithms, International Journal of Advanced Computer Science and Applications (IJACSA), 8(11), pp. 359-375, 2017. http://dx.doi.org/10.14569/IJACSA.2017.081144 

31. Ramona Mariş, Raluca Brad, Remus Brad, A Comparative Study of Block Matching Optical Flow Algorithms, TEM Journal, 6(4), pp. 760-770, 2017, DOI: 10.18421/TEM64-16

32. Syed Usama Bukhari, Ioan Bondrea, Remus Brad, Automated PCB Inspection System, TEM Journal, vol. 6, No. 2, pp. 380-390, 2017, ISSN 2217-8309, doi:10.18421/TEM62-25

33. Arpad Gellert and Remus Brad, Context-based prediction filtering of impulse noise images, IET Image Processing, Volume 10, Issue 6, p. 429 –437, DOI: 10.1049/iet-ipr.2015.0702 , Online ISSN 1751-9667

34. Syed Usama Bukhari, Ioan Bondrea, Remus Brad, Augmented Reality System to Help Train New Skilled Workers for PCB Inspection, Industrial Engineering Letters, Vol. 5, No 7, pp. 1-4, 2015

35. Raluca Vreja and Remus Brad, Image Inpainting Methods Evaluation and Improvement, The Scientific World Journal, vol. 2014, Article ID 937845, 11 pages, 2014. doi:10.1155/2014/937845 

36. Syed Usama Khalid Bukhari, Remus Brad, Constantin Bălă - Zamfirescu, Fast Edge Detection Algorithm for Embedded Systems, Studies in Informatics and Control, vol. 23 (2), pp. 163-170, 2014, ISSN 1220-1766 

37. Nusrat Fatema and Remus Brad, Security Requirements, Counterattacks and Projects in Healthcare Applications Using WSNs - A Review, International Journal of Computer Networking and Communication, vol. 2 (2), pp. 1-9, e-ISSN 2347-2871, May 2014 

38. Raluca Brad, Lavinia Barac, and Remus Brad, Defect Detection Techniques for Airbag Production Sewing Stages, Journal of Textiles, vol. 2014, Article ID 738504, 7 pages, 2014. doi:10.1155/2014/738504 

39. Nusrat Fatema and Remus Brad, Attacks and Counterattacks on Wireless Sensor Networks, International Journal of Ad hoc, Sensor and Ubiquitous Computing, vol. 4(6), pp. 1-15, December 2013 

40. Nusrat Sharmin and Remus Brad, Optimal Filter Estimation for Lucas-Kanade Optical Flow, Sensors, vol. 12(9), pp. 12694-12709, 2012 

41. V. Saceleanu, R. Brad, A. Barglazan, M. Pereanu, Hematoma Volume Detection and Estimation from CT Images, Acta Medica Transilvanica, vol II, nr. 3, pag. 298-301, september 2011, ISSN 1453-1968 

42. Remus BRAD, Guest Editor, Special Issue on "Emerging Network Technologies", International Journal of Computer Networks & Communications, January 2011, Volume 3. Number 1, ISSN Online 0974 - 9322, ISSN Print 0975- 2293 

43. Remus Brad, Tudor Ghircoias, Contour Lines Extraction and Reconstruction, Special issue of The Romanian Educational Network – RoEduNet, Ubiquitous Computing and Communication Journal, ISSN Online 1992-8424, ISSN Print 1994-4608

44. Ghircoias, Tudor and Brad, Remus, A New Framework for the Extraction of Contour Lines in Scanned Topographic Maps, Intelligent Distributed Computing IV, Studies in Computational Intelligence, Springer Berlin / Heidelberg, pp. 47-52, volume 315, 2010, http://dx.doi.org/10.1007/978-3-642-15211-5_6 

45. Remus Brad, Satellite Image Enhancement by Controlled Statistical Differentiation, in Innovations and Advanced Techniques in Systems, Computing Sciences and Software Engineering, pp. 32-36, Springer Netherlands 2008, ISBN 978-1-4020-8734-9 

46. Remus Brad, Un seul reseau de communication, un seul monde, un Internet, in L'Europe dans la société de l'information, sous la direction de Frédéric Péron, Edition Larcier, Bruxelles 2008, pp. 29-36, ISBN 978-2-80442982-9 

47. Cosmin A. Basca and Remus Brad, Texture Segmentation. Gabor Filter Bank Optimization Using Genetic Algorithms, Proceedings of the IEEE Eurocon 2007 Conference, pp. 331 – 335, Warsaw, Poland, September 2007, ISBN: 978-1-4244-0813-9 

48. Cosmin A. Basca, Mihai Talos and Remus Brad, Randomized Hough Transform for Ellipse Detection with Result Clustering, Proceedings of IEEE EUROCON 2005, vol. II, pp.1397-1400, Belgrade Serbia November 2005, ISBN 1-4244-0049-X 

49. Raluca Brad and Remus Brad, Automated Fabric Defect Inspection for Quality Assurance Systems, The 83rd Textile Institute World Conference, vol.2, pp. 1261-1264, 23-27 May 2004, Shanghai, China, ISBN: 1-8703-7261-1 

50. Remus Brad and Raluca Brad, A Vision System for Textile Fabric Defect Detection, The II'nd International Istanbul Textile Congress IITC 2004, 22 - 24 April 2004, Istanbul, Turkey 

51. Remus Brad and I. A. Letia, Cloud Segmentation and Motion from Infrared Image Sequences, presented at the International Signal Processing Conference ISPC'03, 31 March - 3 April 2003, Dallas, Texas 

52. Remus Brad and I. A. Letia, Cloud Motion Detection from Infrared Satellite Images, Proceedings of SPIE - The International Society for Optical Engineering, vol. 4875, issue 1, pp. 408-412, 2002, ISSN 0277786X 

53. Remus Brad and I. A. Letia, Extracting Cloud Motion from Satellite Image Sequences, Proceedings of the Seventh International Conference on Control, Automation, Robotics and Vision, pp. 1303-1307, Singapore 2002, ISBN 981-04-7480-6 

54. Remus Brad, License Plate Recognition System, Proceedings of the 3rd International Conference on Information, Communications and Signal Processing, Singapore, pp.2D3.6, October 2001, ISBN 981-04-5149-0 

55. Remus Brad, Ioan Mihu, Macarie Breazu, Statistical Analysis of Multilayer Perceptrons Performances, Proceedings of the International Joint Conference on Neural Networks, Washington DC, pp. 2794-2799, July 2001, ISBN 0-7803-7046-5 

56. Macarie Breazu, Daniel Volovici, Ioan Z. Mihu, Remus Brad, Improving Karhunen-Loeve Based Transform Coding by Using Square Isometries, Proceedings of the International Joint Conference on Neural Networks, Washington DC, pp.1881-1885, July 2001, ISBN 0-7803-7046-5 

57. Ioan Z. Mihu, Remus Brad, Macarie Breazu, Specifications and FPGA Implementation of a Systolic Hopfield-type Associative Memory, Proceedings of the International Joint Conference on Neural Networks, Washington DC, pp. 228-233, July 2001, ISBN 0-7803-7046-5

1. Ștefan Repede and Remus Brad, A Comparison of Artificial Intelligence Models Used for Fake News Detection, BULLETIN OF "CAROL I" NATIONAL DEFENCE UNIVERSITY, vol. 12, no. 1, Apr. 2023, pp. 114-31, doi:10.53477/2284-9378-23-10.

2. Brad Raluca, Hăloiu Eugen and Brad Remus, Seam Puckering Evaluation Method for Sewing Process, Annals of the University of Oradea, Fascicle of Textiles, Leatherwork, volume XV, no. 1, pp.23-28, 2014, ISSN 1843 – 813X 

3. Brad Remus and Popovici, Zeno O., Infrared Satellite Image Segmentation, Proceedings of the 9th Roedunet IEEE International Conference 2010, pp.100-105, 24-26 June 2010 

4. Zeno O. Popovici, Remus BRAD, DNS Real-time Black hole List System, Proceedings of the 8th RoEduNet International Conference Networking in Education and Research, ISBN 978-606-8085-15-9, Galati, December 2009

5. Ioan Andreescu, Nicolae Moraru, Remus Brad, Beriliu Ilie, Alexandru Dorobanţiu, Andrei Marinică, Researches in the development of a simulator for the training of intervention robot operators, The 38th International Symposium of Military Equipment And Technologies Research Agency, vol. S3 Integrated Systems for Armed Forces, Bucharest, 29 May 2008, ISBN 978-973-0-05684-6

6. Zeno O. Popovici, Remus Brad, Eduard A. Stoica, Web Based Conference Management System, Proceedings of 5th RoEduNet IEEE International Conference, pp.130-140, Sibiu Romania 2006, ISBN 973-4244-0049-X 

7. Basca Cosmin, Mihai Talos, Remus Brad, Humanoid Robot with Vision Recognition System, Proceedings of The International Symposium on System Theory, Automation, Robotics, Computers, Informatics, Electronics and Instrumentation, pp. 243-248, 20-22 October 2005, Craiova, Romania, ISBN 973-742-148-5

8. Remus Brad, Zeno POPOVICI and Valentin LUP, Advanced E-mail System - Complete Solution, Proceedings of The 4th RoEduNet International Conference Targu Mures, pp.276-282, May 20-22, 2005, Editura Universitatii Petru Maior, ISBN 973-7794-29-X

9. Raluca Brad and Remus Brad, Quality Assurance by Automated Defect Detection of Textile Fabrics, SINTES 11, vol. II, pp.487-491, Craiova 2003, ISBN 973-8043-416-6 

10. Macarie Breazu, Antoniu Pitic, Daniel Volovici, Remus Brad, Near-Lossless LZW Image Compression, SINTES 11, vol. II, pp., Craiova 2003, ISBN 973-8043-416-6 

11. Remus Brad and Daniel Volovici, Blood Cells Detection from Microscopic Images, Proceedings of the 10th International Symposium on System Theory, Robotics, Computer and Process Informatics, Craiova, pp. C-113, May 2000, ISBN 973-98836-6-4 

12. Remus Brad, Tracking Water Courses in Satellite Images, Proceedings of "International Symposium on System Theory, Robotics, Computer and Process Informatics", IXth Edition, vol. "System Theory" pg.306-312, Craiova, România, 1998 

13. Remus Brad, Une analyse empirique des liens entre capacite potentielle et effective de modeles de reseaux de neurones, In "International Symposium on System Theory, Robotics, Computer and Process Informatics", VIIIth Edition, vol. "Automation and Robot Control" pg.35-40, Craiova, România 1996 

1. Remus Brad, Raluca Brad, Aplicatii ale transformatei Ahuja la segmentarea imaginilor, Sesiunea de Comunicari Stiintifice, Academia Fortelor Terestre "Nicolae Balcescu", 5 dec. 2003, ISBN 973-8088-85-2 

2. Remus Brad and Raluca Brad, Algoritm block-matching pentru determinarea fluxului optic, Sesiunea de Comunicari Stiintifice "TehnoMil 2001", vol. Informatica, pp.99-106, Editura Academiei Fortelor Terestre "Nicolae Balcescu", Sibiu 2001, ISBN 973-8088-48-8 

3. Ion Gheorghe and Remus Brad, Utilizarea analogilor electrici în studiul sistemelor vibrante cu mai multe grade de libertate, Proceedings of the "a VIII-a Conferinta de Vibratii Mecanice", Timisoara 1996, pg. 145-150, ISSN 124-7529

1. Barglazan, Adrian, Remus Brad, Alina Pitic, and Stefania Berghia. "A Deep Dive into Wavelet-Based Neural Architectures for Inpainting Forgery Detection." International Journal of Advanced Statistics and IT&C for Economics and Life Sciences 15, no. 1 (2025).

2. Gellert, Arpad, Brad, Remus, Morariu, Daniel and Neghina, Mihai. "Filtering Random Valued Impulse Noise from Grayscale Images through Support Vector Machine and Markov Chain" International Journal of Advanced Statistics and IT&C for Economics and Life Sciences, vol.11, no.1, 2021, pp.70-84. https://doi.org/10.2478/ijasitels-2021-0004

3. Raluca BRAD, Remus BRAD, Statistical Control Practices in Clothing Industry, Annals of DAAAM 2010 & Proceedings of the 21st International DAAAM Symposium, vol. 21, no. 1, pp. 1183, ISSN 1726-9679, 2010

4. Zeno O. Popovici, Remus Brad, Eduard A. Stoica, Online Conference Management, Acta Universitatis Cibiniensis, Technical Series, Vol. LV Technical series, pp.17-20, Editura Universitatii "Lucian Blaga" Sibiu 2007, ISSN 1583-7149 

5. Remus Brad si Raluca Brad, Gabor Based Filter Bank for Texture Analysis, Analele Universitatii din Craiova, seria Inginerie Electrica, anul 27, nr. 27, vol. 1, pp. 211-216, 2003, ISSN 1223-530X 

6. Remus Brad, Optical Flow Detection Using an Improved Block Matching Algorithm, Acta Universitatis Cibiniensis, Technical Series, vol.XLIII, pp.29-32, Sibiu 2001, ISSN 1221-4949 

7. Remus Brad, Improving Edge Detection Through the Gabor Filter, Acta Universitatis Cibiniensis, Seria Tehnica, vol XXVIII, Editura Universitatii "Lucian Blaga" din Sibiu, 1998, ISSN- 1221-4930 

8. Remus Brad, Influences in Multilayer Perceptron Performances, Acta Universitatis Cibiniensis, Seria Tehnica, vol XXVII pg.71-76, Editura Universitatii din Sibiu, 1997, ISSN- 1221-4930 

9. Daniel Volovici and Remus Brad, La reconnaissance des formes par reseau de perceptrons, Acta Universitatis Cibiniensis, Seria Tehnica, vol XIV(2) pg.15-21, Editura Universitatii din Sibiu, 1995, ISSN-1221-4930 

10. Constantin Vasiloaica and Remus Brad, The Necessity of Using Pretensioned Cyllinders by Winding, Acta Universitatis Cibiniensis, Seria Tehnica, vol XIII (3), Editura Universitatii din Sibiu, 1994 

1. Remus Brad, Reţele locale de calculatoare. Proiectare şi Administrare, Editura Universităţii “Lucian Blaga”, Sibiu 2009, ISBN 978-973-739-789-8 

2. Remus Brad, Procesarea imaginilor si elemente de computer vision - Editura Universitatii "Lucian Blaga", Sibiu 2003, ISBN 973-651-739-X 

3. Remus Brad, Marius Bratu, Instalare, configurare si utilizare sisteme de calcul - Editura Universitatii “Lucian Blaga” din Sibiu, 2001, ISBN 973-651-737-3

4. Maria Craciunas, Silviu Craciunas si Remus Brad, Excel: utilizare si exercitii - Editura Universitatii “Lucian Blaga” din Sibiu, 1999, ISBN 973-651-109-X 

5. Remus Brad, OrCAD in 9 lectii, Editura Universitatii “Lucian Blaga” din Sibiu, 1998, ISBN 973-9280-85-4

6. Remus Brad, Retele Locale de Calculatoare, Editura Universitatii “Lucian Blaga” din Sibiu, 1998, ISBN 973-9354-08

Editor

1. 1. Special Issue "Energy Efficiency in Data Processing and Communications" of Energies (ISSN 1996-1073). Current Impact Factor: 2.702. More info: https://www.mdpi.com/journal/energies/special_issues/energy_efficiency_data_processing_communications

   2. Special Issue "Computer Vision, Deep Learning and Machine Learning with Applications" of MDPI Future Internet (ISSN 1999-5903). More info: https://www.mdpi.com/journal/futureinternet/special_issues/CV_DL_ML_A

   3. Special Issue on "Emerging Network Technologies", International Journal of Computer Networks & Communications, January 2011, Volume 3. Number 1, ISSN Online 0974 - 9322, ISSN Print 0975- 2293

   4. Proceedings of the 9th RoEduNet IEEE International Conference, Sibiu Romania 2010, ISBN 978-1-4244-7335-9

   5. Proceedings of the 5th RoEduNet IEEE International Conference, Sibiu Romania 2006, ISBN 973-4244-0049-X