Dr. Onet-Marian Zsuzsanna is a Lecturer in the Department of Computer Science at Babes-Bolyai University in Cluj-Napoca, Romania. Her research focuses on applying machine learning techniques to software engineering challenges, particularly software defect prediction and restructuring. Academic Rank: Lecturer Affiliation: Babes-Bolyai University Department: Computer Science Email: zsuzsanna.onet@ubbcluj.ro Research Interests : Dr. Marian specializes in developing machine learning models (clustering, association rules, reinforcement learning) for software defect detection, package-level restructuring, and test order optimization. She also explores applications of Formal Concept Analysis in text summarization and music pattern discovery. Recent Publications highlight her work in source-code embeddings, unsupervised learning for software analysis, and comparative studies of online/traditional learning environments. Her methods often integrate domain-specific metrics and AI-driven optimization. Contact : zsuzsanna.onet@ubbcluj.ro | Office: Teodor Mihaly street, Room 440
Radu Marinescu is a Professor of Software Engineering at the Politehnica University of Timisoara, affiliated with the Department of Computer Science and Engineering. He leads the LOOSE Research Group and is a senior researcher at the e-Austria Institute. His primary roles include teaching graduate courses like Foundations of Software Engineering and Research Topics in Software Engineering. Marinescu's research focuses on software quality assurance, metrics, and maintenance, emphasizing object-oriented systems. He co-founded Intooitus, a spin-off company that develops quality assessment tools like inFusion and inCode. Marinescu holds a Dr. Habil. Eng. and a joint PhD ('magna cum laude') from Politehnica University of Timisoara and University of Karlsruhe. He has authored over 30 international publications and co-authored the best-selling book Object-Oriented Metrics in Practice (Springer). His awards include the IBM John W. Backus Award (2009) and an IBM Eclipse Innovation Award (2006). Marinescu has served as General Chair for ICSM 2010 and on numerous conference program committees. His research projects include developing tools like iPlasma for software analysis and inCode for real-time design flaw detection. Marinescu has advised four PhD students and participated in consultancy projects for companies like Nokia, Alcatel-Lucent, and Siemens VDO Automotive. He actively contributes to the software engineering community through editorial roles, conference organization, and evaluations for EU research programs.
Adrian ALEXANDRESCU is an Associate Professor at the Department of Computer Science and Engineering within the Faculty of Automatic Control and Computer Engineering at “Gheorghe Asachi” Technical University of Iași. He is a member of the Open Infrastructure Research Center and specializes in interdisciplinary research areas such as blockchain technology, distributed systems, artificial intelligence (genetic algorithms, neural networks), and IoT applications. His work bridges theoretical computer science with practical implementations in education, healthcare, and smart technologies. His research interests focus on leveraging blockchain for secure transactions, optimizing distributed systems, and enhancing e-learning through gamification. He has contributed to projects involving sensor networks for health monitoring, real-time driver sobriety tracking, and decentralized identity management systems. His academic contributions span over 20 years, with notable work on genetic algorithms for task mapping in heterogeneous systems and cloud-based solutions for ambient assisted living. Dr. ALEXANDRESCU’s publications emphasize blockchain’s role in trustless systems, IoT-driven healthcare environments, and AI-driven solutions for education and logistics. His work on decentralized article retrieval systems and plagiarism detection frameworks underscores his commitment to ethical and efficient digital ecosystems. Despite no explicitly listed awards, his prolific publication record reflects sustained academic excellence. He advises on projects at the intersection of cloud computing, distributed architectures, and smart technologies. His labs and collaborations focus on developing scalable solutions for real-world challenges such as secure real estate transactions and community-driven academic publishing systems.
Darius Bufnea is an Associate Professor at the Department of Computer Science, Faculty of Mathematics and Computer Science, Babeş-Bolyai University in Cluj-Napoca, Romania. His academic address is at No. 1 Mihail Kogalniceanu Street, RO-400084 Cluj-Napoca. He teaches various courses including Web Programming, Security Protocols in Communications, Web Security and Internet, Web Traffic Control, and Operating Systems for Parallel and Distributed Architectures. Dr. Bufnea's research spans multiple domains within computer science, with a strong focus on parallel and distributed computing systems. His work explores innovative frameworks like PowerList-based programming models and their implementation in Java. He has made significant contributions to web security research, particularly in detecting and measuring scraper sites and clickbait content. His research bridges theoretical computer science with practical applications in web technologies and parallel programming paradigms. His publication record shows a consistent trajectory of research in parallel computing frameworks, with recent work expanding into web security and content analysis. The trend indicates a progression from foundational parallel programming models toward applied research in web technologies, security, and educational approaches for teaching complex computing concepts. His work on measuring "scrappiness level" of websites represents an innovative approach to quantifying web spam and content duplication issues. Dr. Bufnea actively engages with students through undergraduate and dissertation thesis supervision, with specific research topics available through university channels. His teaching philosophy emphasizes hands-on learning, as evidenced by detailed laboratory assignments covering web technologies from HTML/CSS to advanced JavaScript and server-side programming.
Diana Borza is a lecturer in computer science, active since 2014, with a focus on computer vision , facial feature analysis , and perception systems . Her research applies to soft biometrics , human behavior understanding , and visual surveillance . She teaches courses including Computer Networks , Computer Vision and Deep Learning , and Object-Oriented Programming . Projects: MULTIFACE (PN-II-RU-TE-2014-4-1746, 2015-2017) DEEPSENSE (PN-III-P1-1.1-TE-2016-0440, 2018-2020) Research interests span computer vision, deep learning, and their interdisciplinary applications. Her work explores: Facial feature analysis for biometric recognition Human behavior modeling through video surveillance Efficient model ensembling and knowledge distillation Multimodal sentiment analysis and online learning dynamics Recent publications emphasize temporal action detection, attention mechanisms, and adaptive networks. Key themes include: Dynamic facial/body tracking Pedestrian attribute recognition Micro-expression detection Periocular biometrics Energy-efficient AI Scientific contributions : Received Romanian Ministry of Education grants for MULTIFACE and DEEPSENSE projects Developed models for real-time micro-expression detection and hair segmentation Published extensively on soft biometrics and human behavior analysis
Rahab bin Abdullah is a Lecturer in the Mobile Computing Department at the College of Information Technology, University of Tripoli. She joined as an Assistant Lecturer in the Clinical Skills Department, Faculty of Medicine, before transferring to her current role. She has taught courses such as Mobile Operating Systems, Programming Models, and Technical Solutions across multiple semesters since 2019. From 2024, she serves as the study and examination coordinator for the Mobile Computing Department and was appointed Head of the Community Service Department and Mobile Computing Department in 2025. Teaching Expertise: Courses in Mobile Computing, Programming, and Information Technology. Academic Leadership: Study coordinator, Head of Community Service and Mobile Computing Departments. Research Focus: Programming languages, machine learning, and mobile operating systems.
Gnezdovskyi Oleksiy Valentinovich is a Senior Lecturer at the Department of Integrated Welding Technologies and Structural Modeling within the Faculty of International Tourism and Personnel Management at Zaporizhia National Technical University. He has been active in academic and scientific work since 2007. B.Sc. in Mathematics, Zaporizhia State University (2004) M.Sc. in Entrepreneurship, Trade, and Stock Exchange Activities, Zaporizhia National Technical University (2018) His research focuses on the intersection of E-commerce , Information Systems in Tourism , and Digital Transformation . Key trends in his work include Finite Element Analysis , Digital Risk Management , and Structural Modeling with applications in tourism and business ecosystems. Scientific awards include a Certificate of Honor (2010) from the Zaporizhia Oblast State Administration. His publications span 15 years , emphasizing digital solutions for sustainable business, e-commerce trends, and computational modeling in engineering and tourism contexts. He teaches courses in Informatics , Organization of Electronic Stores , and Information Systems , while contributing to academic councils and research projects at ZNTU.
Cristina MARINESCU is an Associate Professor at the Politehnica University of Timisoara, Faculty of Automation and Computer Science. She holds a Dr. Eng. degree in Software Engineering from the same institution. Her research focuses on software quality assessment, empirical software engineering, and object-oriented design. She has contributed to projects like Methods and Tools for Continuous Quality Assurance in Complex Software Systems and Quality Assurance for Distributed Software Systems . Her academic roles include teaching Object-Oriented Programming and Algorithms for Parallel Computing labs. She has been involved in research groups like LOOSE and eAustria Institute Timisoara. Notably, she received the Best Reviewer Award at SCAM 2011. Her work spans publications in conferences like IEEE SCAM, ICSM, and WCRE, addressing topics from design flaws detection to cloud-based quality assessment. Her projects emphasize software evolution, design flaw mitigation, and distributed systems analysis. She has collaborated internationally, including with Swiss teams under the NOREX project. Her teaching and research activities reflect a commitment to advancing software engineering practices and education.
Cosmin MARȘAVINA is a Lecturer at the Politehnica University of Timișoara . He holds a Doctor of Engineering (Dr. Eng.) degree and has contributed to research in software engineering and programming languages. Research Interests: Object-oriented design, Object Oriented Programming, Foundations of Software Engineering, Programming Languages Education: PhD (2022) in Computer and Information Technology with the thesis "Static Constructs: Evolution and Impact on Software Quality Aspects" under supervisor Dr. Habil. Eng. Mihai V. MICEA He is involved in academic events such as the IEEE 19th International Symposium on Applied Computational Intelligence and Informatics (2025) and the Mobile Applications Student Contest - SCMUPT 2025 .
Istvan-Gergely Czibula is an Assistant Professor at the Department of Computer Science, Faculty of Mathematics and Computer Science, Babeș-Bolyai University, Cluj-Napoca. His academic career includes habilitation criteria (OMECTS No. 6129/2016) and active teaching roles in programming fundamentals, object-oriented programming, and computational intelligence. PhD in Software Engineering (2009), Babeș-Bolyai University MSc in Component-Based Programming (2003), Babeș-Bolyai University His research focuses on Search-Based Software Engineering , Clustering Algorithms , and Object-Oriented Design , with applications in design pattern detection, software reengineering, and multiagent systems. He has contributed to 37 scientific works, including 12 ISI-rated publications. He coordinated the national grant TD 411/2008 (39,690 RON) on search techniques in software development. Notable awards include the 2008 CNCSIS ISI Article Award . His work spans collaborations on projects like ComDeValCo and RAI Research Group , covering areas from procedural software issues to agent-based customization.
Adriana Guran is an Associate Professor at the Computer Science Department within the Faculty of Mathematics and Computer Science at Babes-Bolyai University in Cluj-Napoca, Romania. She holds a PhD in Computer Science from the same university, earned in 2008 with distinction ( cum laude ). Her academic journey includes a B.Sc. (2001) and M.Sc. (2002), both completed with top honors. Her research focuses on Human-Computer Interaction (HCI) , software ergonomics , and web technologies , with emphasis on usability evaluation, task modeling, and agent-based systems. Recent publications explore Aspect-Oriented Programming (AOP) for automated usability testing and agent-based predictive modeling for interfaces and pandemic spread. Key trends include interdisciplinary applications in healthcare, energy systems, and adaptive user interfaces. She teaches courses in Algorithmics, Object-Oriented Programming, and Compiler Design, and has supervised practical works for undergraduate and master's students. No grants or awards are documented in available sources.
Camelia Șerban is an Associate Professor in Computer Science at the Faculty of Mathematics and Computer Science, Babeș-Bolyai University in Cluj-Napoca, Romania. With over 19 years of experience in higher education, she teaches courses on Advanced Programming Methods and Data Structures , emphasizing dynamic and humorous teaching approaches. Research Focus: Software Metrics, Software Assessment, Object-Oriented Design Educational Innovation: Active learning methodologies and student engagement in academic processes Current Project: Investigation of efficient learning strategies within team-based environments
Dominik Knoll is an Assistant Professor at the Faculty of Mathematics and Computer Science, Babeș-Bolyai University in Cluj-Napoca, Romania, teaching undergraduate computer science courses since March 2023. His instructional portfolio includes Formal Languages and Compilers (Autumn 2020-2022), Object-Oriented Programming in C++ (Spring 2021-2023), and Computer Architecture (Autumn 2021-2022), delivered primarily in German language to international students. His academic credentials comprise: PhD in Engineering Systems (2014-2019) from Skoltech with thesis Model-based Processes and Tools for concurrent conceptual design of space systems MSc in Applied Computer Science (2004-2007) from University of Salzburg, passed with distinction BSc in Applied Computer Science (2000-2003) from University of Salzburg Knoll's research centers on Model-Based Systems Engineering (MBSE) and concurrent design methodologies, with specialization in aerospace applications. He pioneered the open-source CEDESK tool for collaborative design and has extensive experience in adapting MBSE frameworks to industrial contexts. His work bridges theoretical systems engineering with practical software tool development, emphasizing traceability across engineering lifecycles and cross-disciplinary data integration. Analysis of his 15 most recent publications (2007-2024) reveals an evolving research trajectory from robotics and communications engineering toward comprehensive MBSE frameworks. Recent works (2021-2024) focus on digital thread implementation, PLM-MBSE integration, and traceability in mechatronic systems, while earlier aerospace publications document high-altitude balloon experiments and concurrent design tool development. The corpus demonstrates consistent emphasis on solving data exchange challenges in multi-domain engineering environments. His scientific recognition includes: Stanford Global Balloon Challenge (2015) for inter-balloon communications experiments As an academic advisor, Knoll mentors bachelor students through structured thesis projects in privacy-by-design applications, distributed systems, and academic publication tools. His industrial engagement includes managing a 15-month research project for a major European aerospace company on technology roadmapping adaptation. He maintains active industry collaboration seeking solutions to complex engineering challenges. Knoll established Skoltech's concurrent design facility infrastructure and operations during his doctoral studies. Beyond academia, he co-founded the NGO New Humanity and contributes to the United World Project, promoting intercultural dialogue through initiatives like language exchange programs and community gardening. His technical proficiency spans Java, C++, Python, and web technologies with professional multilingual capabilities (German, English, Italian, Russian, Romanian).
Lecturer Catalin V Rusu is a faculty member at the Transylvanian Institute of Neuroscience (TINS) , where he directs the Applied Computational Intelligence Laboratory . His research spans biologically inspired neural systems , spiking neural networks , and machine learning applications in structural diagnostics . Rusu teaches courses like Advanced Programming Methods and Object-Oriented Programming . Research Interests Modeling cortical microcircuits and self-organizing neural systems Spiking neural networks for autonomous robotics (ROBBY framework) Damage detection in beam structures using frequency shifts and ML Predictive modeling for student attention and academic progress Probabilistic planning and reinforcement learning Teaching Requirements Students must bring laptops with Java/Python environments (JDK 8+/Python3) and IDEs (IntelliJ/PyCharm) Git setup required for collaborative coding sessions Hands-on sessions with extended durations (100 minutes with breaks) Contact Transylvanian Institute of Neuroscience (TINS) Str. Ploiești 33, Cluj-Napoca, Romania Email: rusu@bet-you-can-guess-it.much-obvious-very-wow
Ionel Iacob is a Lecturer in Economic Informatics at the Romanian-American University, affiliated with both the Department of Informatics, Statistics and Mathematics and the Faculty of Managerial Informatics. With over 20 years of teaching experience, he has established himself as a dedicated academic specializing in database systems and information technology applications in business contexts. Dr. Iacob holds a PhD in Economic Informatics from the Bucharest Academy of Economic Studies. His academic journey has focused on the practical application of information systems in economic environments, bridging theoretical knowledge with real-world business solutions. His primary research interests include: Databases : specializing in both relational and object-oriented database systems Information Systems Development : with emphasis on design and implementation of economic applications Modern Database Applications : exploring current trends in computer systems with databases applied in economics Communication Theory : particularly as it relates to media systems and information flow in organizations Dr. Iacob's scholarly output demonstrates a consistent focus on practical applications of information technology in business environments. His work spans decision support systems, e-commerce strategies, quality control automation, and database application development. A notable trend in his research is the emphasis on connecting theoretical database concepts with practical business implementations, particularly using Oracle platform technologies. His publications reflect a strong commitment to addressing real-world business challenges through technological solutions. Dr. Iacob has published over 25 articles in specialized journals, presented 15 papers at disciplinary conferences, and authored 9 books as sole author with 4 additional co-authored publications. His teaching encompasses both Bachelor's and Master's degree programs, with a focus on developing students' practical skills in database application development and information systems design. His professional activities extend beyond teaching and research to include specialized documentation both domestically and internationally, as well as a commitment to advancing teaching techniques and pedagogical knowledge.
