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Publicaţii

Cărţi (listă selectivă)

• Arpad Gellert, Analiza şi proiectarea algoritmilor: o abordare pragmatică prin aplicaţii Java, Ediţia a 2-a, Editura Techno Media, ISBN 978-606-616-360-6, 2019.

• Arpad Gellert, Rodica Baciu, Programare în limbaj de asamblare: îndrumar de laborator, Editura Techno Media, ISBN 978-606-8030-79-1, 2010.

• Arpad Gellert, Beyond the Limits of Modern Processors, Matrix Rom Publishing House, ISBN 978-973-755-426-0, Bucharest, 2008.

• Arpad Gellert, Lucian Vintan, Adrian Florea, A Systematic Approach to Predict Unbiased Branches, „Lucian Blaga” University Press, ISBN 978-973-739-516-0, 2007.

Articole publicate (listă selectivă)

• Darius Peteleaza, Alexandru Matei, Radu Sorostinean, Arpad Gellert, Ugo Fiore, Bala-Constantin Zamfirescu, Francesco Palmieri, Electricity consumption forecasting for sustainable smart cities using machine learning methods, Internet of Things, Vol. 27, ISSN 2543-1536 (ISI Thomson Journals), p. 101322, October 2024.

• Claudiu Buduleci, Arpad Gellert, Adrian Florea, Remus Brad, Improving Multicore Architectures by Selective Value Prediction of High-Latency Arithmetic Instructions, Advances in Electrical and Computer Engineering, Vol. 24, No. 2, ISSN 1582-7445 (ISI Thomson Journals), pp. 61-72, May 2024.

• Radu Sorostinean, Zaharia Burghelea, Arpad Gellert, Anomaly Detection in Smart Industrial Machinery Through Hidden Markov Models and Autoencoders, IEEE Access, Vol. 12, ISSN 2169-3536 (ISI Thomson Journals), pp. 69217-69228, May 2024.

• Arpad Gellert, Lorena-Maria Olaru, Adrian Florea, Ileana-Ioana Cofaru, Ugo Fiore, Francesco Palmieri, Estimating electricity consumption at city-level through advanced machine learning methods, Connection Science, Vol. 36, No. 1, ISSN 0954-0091 (ISI Thomson Journals), p. 2313852, January 2024.

• Lorena M. Olaru, Arpad Gellert, Ugo Fiore, Francesco Palmieri, Electricity Production and Consumption Modeling through Fuzzy Logic, International Journal of Intelligent Systems, Vol. 37, Issue 11, ISSN 0884-8173 (ISI Thomson Journals), pp. 8348-8364, November 2022.

• Arpad Gellert, Stefan-Alexandru Precup, Alexandru Matei, Bogdan-Constantin Pirvu, Constantin-Bala Zamfirescu, Real-Time Assembly Support System with Hidden Markov Model and Hybrid Extensions, Mathematics, Vol. 10, Issue 15, ISSN 2227-7390 (ISI Thomson Journals), p. 2725, August 2022.

• Arpad Gellert, Darius Sarbu, Stefan-Alexandru Precup, Alexandru Matei, Dragos Circa, Constantin-Bala Zamfirescu, Estimation of Missing LiDAR Data for Accurate AGV Localization, IEEE Access, Vol. 10, ISSN 2169-3536 (ISI Thomson Journals), pp. 68416-68428, June 2022.

• Stefan-Alexandru Precup, Arpad Gellert, Alexandru Matei, Maria Gita, Constantin-Bala Zamfirescu, Towards an Assembly Support System with Dynamic Bayesian Network, Applied Sciences, Vol. 12, Issue 3, ISSN 2076-3417 (ISI Thomson Journals), p. 985, Switzerland, February 2022.

• Arpad Gellert, Radu Sorostinean, Bogdan-Constantin Pirvu, Robust Assembly Assistance Using Informed Tree Search with Markov Chains, Sensors, Vol. 22, Issue 2, ISSN 1424-8220 (ISI Thomson Journals), p. 495, January 2022.

• Arpad Gellert, Ugo Fiore, Adrian Florea, Radu Chis, Francesco Palmieri, Forecasting Electricity Consumption and Production in Smart Homes through Statistical Methods, Sustainable Cities and Society, Vol. 76, ISSN 2210-6707 (ISI Thomson Journals), January 2022.

• Arpad Gellert, Web Usage Mining by Neural Hybrid Prediction with Markov Chain Components, Journal of Web Engineering, River Publishers, Vol. 20, Issue 5, ISSN 1540-9589 (ISI Thomson Journals), pp. 1279-1296, Denmark, July 2021.

• Radu Sorostinean, Arpad Gellert, Bogdan-Constantin Pirvu, Assembly Assistance System with Decision Trees and Ensemble Learning, Sensors, Vol. 21, Issue 11, ISSN 1424-8220 (ISI Thomson Journals), p. 3580, May 2021.

• Arpad Gellert, Stefan-Alexandru Precup, Bogdan-Constantin Pirvu, Ugo Fiore, Constantin-Bala Zamfirescu, Francesco Palmieri, An Empirical Evaluation of Prediction by Partial Matching in Assembly Assistance Systems, Applied Sciences, Vol. 11, Issue 7, ISSN 2076-3417 (ISI Thomson Journals), p. 3278, April 2021.

• Arpad Gellert, Remus Brad, Image Inpainting with Markov Chains, Signal, Image and Video Processing, Vol. 14, Issue 7, ISSN 1863-1703 (ISI Thomson Journals), pp. 1335-1343, October 2020.

• Arpad Gellert, Adrian Florea, Ugo Fiore, Francesco Palmieri, Paolo Zanetti, A study on forecasting electricity production and consumption in smart cities and factories, International Journal of Information Management, Elsevier, ISSN 0268-4012 (ISI Thomson Journals), Vol. 49, pages 546-556, December 2019.

• Arpad Gellert, Maria Vintan, Lucian Vintan, Perceptron-Based Selective Load Value Prediction in a Multicore Architecture, Romanian Journal of Information Science and Technology, Vol. 22, No. 3-4, ISSN 1453-8245 (ISI Thomson Journals), pages 215-227, November 2019.

• Arpad Gellert, Adrian Florea, Ugo Fiore, Paolo Zanetti, Lucian Vintan, Performance and Energy Optimisation in CPUs through Fuzzy Knowledge Representation, Information Sciences, Elsevier, Vol. 476, ISSN 0020-0255 (ISI Thomson Journals), pages 375-391, February 2019.

• Arpad Gellert, Lucian Vintan, A Multicore Architecture with Selective Load Value Prediction, Proceedings of the Romanian Academy, Series A, Vol. 19, No. 4, ISSN 1454-9069 (ISI Thomson Journals), pages 597-604, November 2018.

• Arpad Gellert, 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, Vol. 12, Issue 2, ISSN 1863-1703 (ISI Thomson Journals), pages 315-322, February 2018.

• Arpad Gellert, Web Access Mining through Dynamic Decision Trees with Markovian Features, Journal of Web Engineering, Vol. 16, Issue 5-6, ISSN 1540-9589 (ISI Thomson Journals), pages 524-536, USA, September 2017.

• Arpad Gellert, Adrian Florea, Web Prefetching through Efficient Prediction by Partial Matching, World Wide Web Journal, Vol. 19, Issue 5, ISSN 1386-145X (ISI Thomson Journals), pages 921-932, USA, September 2016.

• Arpad Gellert, Remus Brad, Context-Based Prediction Filtering of Impulse Noise Images, IET Image Processing, Vol. 10, Issue 6, ISSN 1751-9659 (ISI Thomson Journals), pages 429-437, Stevenage, United Kingdom, June 2016.

• Arpad Gellert, Adrian Florea, Web Page Prediction Enhanced with Confidence Mechanism, Journal of Web Engineering, Vol. 13, Issue 5-6, ISSN 1540-9589 (ISI Thomson Journals), pages 507-524, USA, November 2014.

• Adrian Florea, Claudiu Buduleci, Radu Chis, Arpad Gellert, Lucian Vintan, Enhancing the Sniper Simulator with Thermal Measurement, The 18th International Conference on System Theory, Control and Computing, ISBN 978-1-4799-4602-0, pages 31-36, Sinaia, October 2014.

• Arpad Gellert, Adrian Florea, Investigating a New Design Pattern for Efficient Implementation of Prediction Algorithms, Journal of Digital Information Management, Vol. 11, Issue 5, ISSN 0972-7272, pages 366-377, October 2013.

• Arpad Gellert, Horia Calborean, Lucian Vintan, Adrian Florea, Multi-Objective Optimizations for a Superscalar Architecture with Selective Value Prediction, IET Computers & Digital Techniques, Vol. 6, Issue 4, ISSN: 1751-8601 (ISI Thomson Journals), pages 205-213, Stevenage, United Kingdom, July 2012.

• Adrian Florea, Alexandru Ratiu, Arpad Gellert, Lucian Vintan, A Visual Simulation Framework for Simultaneous Multithreading Architectures, The 25th European Conference on Modelling and Simulation (ECMS 2011), ISBN: 978-0-9564944-2-9, Krakow, Poland, June 2011.

• Arpad Gellert, Gianluca Palermo, Vittorio Zaccaria, Adrian Florea, Lucian Vintan, Cristina Silvano, Energy-Performance Design Space Exploration in SMT Architectures Exploiting Selective Load Value Predictions, International Conference on Design, Automation and Test in Europe (DATE 2010), ISBN: 978-3-9810801-6-2, pages 271-274, Dresden, Germany, March 2010.

• Arpad Gellert, Adrian Florea, Lucian Vintan, Exploiting Selective Instruction Reuse and Value Prediction in a Superscalar Architecture, Journal of Systems Architecture, Elsevier, Vol. 55, Issue 3, ISSN 1383-7621 (ISI Thomson Journals), pages 188-195, The Netherlands, 2009.

• Adrian Florea, Arpad Gellert, Lucian Vintan, Marius Veltan, The Impact of Java Applications at Microarchitectural Level from Branch Prediction Perspective, International Journal of Computers, Communications & Control, Vol. IV, No. 1, ISSN 1841-9836, E-ISSN 1841-9844 (ISI Thomson Journals), pages 27-40, 2009.

• Lucian Vintan, Adrian Florea, Arpad Gellert, Random Degrees of Unbiased Branches, Proceedings of The Romanian Academy, Series A: Mathematics, Physics, Technical Sciences, Information Science, Vol. 9, No. 3, ISSN 1454-9069 (ISI Thomson Journals), Bucharest, 2008.

• Ciprian Radu, Horia Calborean, Adrian Crapciu, Arpad Gellert, Adrian Florea, An Interactive Graphical Trace-Driven Simulator for Teaching Branch Prediction in Computer Architecture, The Sixth EUROSIM Congress on Modelling and Simulation (EUROSIM 2007), ISBN 978-3-901608-32-2, Ljubljana, Slovenia, September 2007.

• Arpad Gellert, Adrian Florea, Maria Vintan, Colin Egan, Lucian Vintan, Unbiased Branches: An Open Problem, Twelfth Asia-Pacific Computer Systems Architecture Conference (ACSAC 2007), published in „Lecture Notes in Computer Science”, Springer-Verlag Berlin Heidelberg, Vol. 4697/2007, ISSN 0302-9743, ISBN 978-3-540-74308-8, pages 16-27, Seoul, Korea, August 2007.

• Lucian Vintan, Arpad Gellert, Adrian Florea, Marius Oancea, Colin Egan, Understanding Prediction Limits Through Unbiased Branches, Eleventh Asia-Pacific Computer Systems Architecture Conference (ACSAC 2006), published in „Lecture Notes in Computer Science”, Springer-Verlag Berlin Heidelberg, Vol. 4186/2006, ISSN 0302-9743, ISBN 978-3-540-40056-1 (ISI Thomson Journals), pages 480-487, Shanghai, China, September 2006.

• Arpad Gellert, Lucian Vintan, Person Movement Prediction Using Hidden Markov Models, Studies in Informatics and Control, Vol. 15, No. 1, ISSN 1220-1766 (ISI Thomson INSPEC), National Institute for Research and Development in Informatics, Bucharest, March 2006.

• Lucian Vintan, Adrian Florea, Arpad Gellert, Focalising dynamic value prediction to CPU’s context, IEE Proceedings – Computers & Digital Techniques, Vol. 152, No. 4, ISSN 1350-2387 (ISI Thomson Journals), pages 473-481, Stevenage, United Kingdom, July 2005.

• Lucian Vintan, Arpad Gellert, Jan Petzold, Theo Ungerer, Person movement prediction using neural networks, Proceedings of the KI2004 International Workshop on Modeling and Retrieval of Context (MRC 2004), Vol-114, ISSN 1613-0073, Ulm, Germany, September 2004.

Lista completă a lucrărilor publicate.