1. Evaluation of Novel Approaches to Software Engineering, Editors: Damiani Ernesto, Spanoudakis George, Maciaszek Leszek, Springer, Cham, 2020, Communications in Computer and Information Science, vol. 1172, ISBN: 978-3-030-40223-5.
I co-authored the chapter "Indoor Localization Techniques Within a Home Monitoring Platform". Authors: Iuliana Marin, Maria Iuliana Bocicor, Arthur-Jozsef Molnar, Pages: 378-401.
2. Evaluation of Novel Approaches to Software Engineering, Editors: Damiani Ernesto, Spanoudakis George, Maciaszek Leszek, Springer 2018, ISBN: 978-3-319-94135-6.
I co-authored the chapter "Technological Platform for the Prevention and Management of Healthcare Associated Infections and Outbreaks". Authors: Maria Iuliana Bocicor, Maria Dascalu, Agnieszka Gaczowska, Sorin Hostiuc, Alin Moldoveanu, Antonio Molina, Arthur-Jozsef Molnar, Ionut Negoi, Vlad Racovita. Pages: 79 - 90.
Alexandra-Ioana Albu, Maria Iuliana Bocicor, Gabriela Czibula. MM-StackEns: A new deep multimodal stacked generalization approach for protein-protein interaction prediction, Computers in Biology and Medicine 106526 (2023).
Czibula, Gabriela, Alexandra-Ioana Albu, Maria Iuliana Bocicor, and Camelia Chira. AutoPPI: An Ensemble of Deep Autoencoders for Protein–Protein Interaction Prediction, Entropy 23, no. 6 (2021): 643.
Maria Iuliana Bocicor, Iulia-Monica Szuhai, Emilia-Loredana Pop, Ioan-Gabriel Mircea, Machine Learning based models for examining differences between modern and ancient DNA in dental calculus, SYNASC 2020, 22nd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), 169 - 174, 2020, DOI 10.1109/SYNASC51798.2020.00036.
Iuliana Marin, Maria Iuliana Bocicor, Arthur-Jozsef Molnar. Cyber-Physical Platform for Preeclampsia Detection. 20th International Conference on Computational Science and its Applications, 2020.
Iuliana Marin, Maria Iuliana Bocicor, Arthur-Jozsef Molnar. Intelligent Luminaire based Real-time Indoor Positioning for Assisted Living. International Conference on Evaluation of Novel Approaches to Software Engineering (ENASE), 2020.
Imre Zsigmond, Maria Iuliana Bocicor, Arthur-Jozsef Molnar. Gamification based Learning Environment for Computer Science Students. International Conference on Evaluation of Novel Approaches to Software Engineering (ENASE), 2020.
Szuhai, Iulia-Monica, Maria Iuliana Bocicor, Emilia-Loredana Pop, Ioan-Gabriel Mircea, and Cristina Mircea. Investigating Differences between Ancient and Modern Bacterial DNA in Dental Calculus via Autoencoders. In 2019 21st International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), pp. 141-147. IEEE, 2019.
Iuliana Marin, Maria-Iuliana Bocicor, Arthur-Jozsef Molnar. Indoor Localisation with Intelligent Luminaires for Home Monitoring. In Proceedings of the 14th International Conference on Evaluation of Novel Approaches to Software Engineering (ENASE 2019), pages 464-471, ISBN: 978-989-758-375-9, DOI: 10.5220/0007751304640471, 2019.
Mihai Teletin, Gabriela Czibula, and Maria-Iuliana Bocicor. "Using clustering models for uncovering proteins’ structural similarity." 2019 IEEE 13th International Symposium on Applied Computational Intelligence and Informatics (SACI). IEEE, 2019.
Iuliana Bocicor, Arthur-Jozsef Molnar, Iuliana Marin, Nicolae Goga, David Cuesta Frau and Raúl Valor Pérez. Intelligent Decision Support for Pervasive Home Monitoring and Assisted Living. 2018 IEEE 14th International Conference on Intelligent Computer Communication and Processing (ICCP), pages 129 - 136, 2018.
Mihai Teletin, Gabriela Czibula, Maria-Iuliana Bocicor, Silvana Albert, Alessandro Pandini. Deep Autoencoders for Additional Insight into Protein Dynamics. Artificial Neural Networks and Machine Learning – ICANN 2018. Lecture Notes in Computer Science, vol 11140, pages 79-89. Springer, Cham. (ISI)
Iuliana Marin, Andrei Vasilateanu, Arthur-Jozsef Molnar, Maria Iuliana Bocicor, David Cuesta-Frau, Antonio Molina-Pico, Nicolae Goga. i-Light - Intelligent Luminaire Based Platform for Home Monitoring and Assisted Living. Electronics 2018, 7(10), 220, doi:10.3390/electronics7100220. (ISI)
Mihai Teletin, Gabriela Czibula, Silvana Albert, Maria-Iuliana Bocicor. Using unsupervised learning methods for enhancing protein structure insight. Procedia Computer Science, Volume 126, pages 19-28, 2018.
Sorin Hostiuc, Arthur-Jozsef Molnar, Alin Moldoveanu, Maria Aluaş, Florica Moldoveanu, Iuliana Bocicor, Maria-Iuliana Dascalu, Elisabeta Bădilă, Mihaela Hostiuc, Ionut Negoi. Patient autonomy and disclosure of material information about hospital-acquired infections. Infection and Drug Resistance, 2018:11, pages 369—375, 2018. (ISI)
Maria Iuliana Bocicor, David Cuesta Frau, Ionut-Catalin Draghici, Nicolae Goga, Arthur-Jozsef Molnar, Raúl Valor Pérez, Andrei Vasilateanu. Cyber-Physical System for Assisted Living and Home Monitoring. Proceedings of the IEEE 13th International Conference on Intelligent Computer Communication and Processing (ICCP), 2017. (ISI)
Ionut-Catalin Draghici, Monica Nastasia Mihailescu, Laurentiu Ilie Guta, Andrei Vasilateanu, Ionel-Bujorel Pavaloiu, Iuliana Bocicor, Arthur Molnar, Nicolae Goga. A Quantitative Research to Decide the User Requirements for the i-Light System. Proceedings of the 21st International Conference on Control Systems and Computer Science (CSCS), IEEE Computer Society, 2017. (ISI)
Iuliana Bocicor, Maria Dascălu, Agnieszka Gaczowska, Sorin Hostiuc, Alin Moldoveanu, Antonio Molina, Arthur-Jozsef Molnar, Ionuț Negoi and Vlad Racoviță. Wireless Sensor Network based System for the Prevention of Hospital Acquired Infections. Proceedings of the 12th International Conference on Evaluation of Novel Software Approaches to Software Engineering (ENASE2017), Vol. 1 – 978-989-758-250-9, 2017.
Maria Iuliana Bocicor, Alessandro Pandini, Gabriela Czibula, Silvana Albert and Mihai Teletin. Using Computational Intelligence Models for Additional Insight into Protein Structure. Studia Universitatis “Babes-Bolyai", Informatica, 62 (1), 107-119, 2017.
Ioan Gabriel Mircea, Maria Iuliana Bocicor, Gabriela Czibula. A Reinforcement Learning Based Approach to Multiple Sequence Alignment. Proceedings of the 7th International Workshop Soft Computing Applications (SOFA 2016), Vol. 2, Springer, pages 54-70, 2018. (ISI)
Alex Graudenzi, Giulio Caravagna, Iuliana Bocicor, Claudia Cava, Marco Antoniotti, Giancarlo Mauri. Ordering cancer mutational profiles of cross-sectional copy number alterations. International Journal of Data Mining and Bioinformatics, Vol. 15, No. 1, pages 59-83, 2016. (ISI)
Maria Iuliana Bocicor, Arthur-Jozsef Molnar, Cristian Taslitchi. Preventing Hospital Acquired Infections through a Workflow-based Cyber-physical System. Proceedings of the 11th International Conference on Evaluation of Novel Software Approaches to Software Engineering (ENASE2016), pages 63-68, 2016. (ISI)
N. Goga, A. Vasilateanu, M.N. Mihailescu, L. Guta, A. Molnar, I. Bocicor, L. Bolea, D. Stoica. Evaluating indoor localization using WiFi for patient tracking, 2016 International Symposium on Fundamentals of Electrical Engineering, IEEE Computer Society, 2016. (ISI)
I. Negoi, M. Beuran, S. Paun, A. Moldoveanu, R. Negoi, I. Bocicor, A. Molnar, M. Hostiuc. Antibiotic prophylaxis in gynecological surgery. A literature review. GINECOeu, Vol. 12, No. 3, pages 142-145, 2016.
Ioan Gabriel Mircea, Gabriela Czibula, Maria Iuliana Bocicor. A Q-learning Approach for Aligning Protein Sequences. Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing (ICCP2015), pages 51-58, 2015. (ISI)
Adela Maria Sîrbu, Gabriela Czibula, Maria Iuliana Bocicor. Dynamic clustering of gene expression data using a fuzzy approach. In Proceedings of the 16th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC '14), pages 220-227, IEEE Computer Society, 2014. (ISI)
Maria Iuliana Bocicor, Adela Sirbu, Gabriela Czibula. Dynamic core based clustering of gene expression data. International Journal of Innovative Computing Information and Control, Vol. 10, No. 3, pages 1051-1069, 2014. (ISI)
Ioan Gabriel Mircea, Maria Iuliana Bocicor, Andra Dîncu. On Reinforcement Learning Based Multiple Sequence Alignment. Studia Universitatis “Babes-Bolyai", Informatica, LIX(2), pag. 50-65, 2014.
Gabriela Czibula, Iuliana M. Bocicor, Istvan-Gergely Czibula. Temporal Ordering of Cancer Microarray Data through a Reinforcement Learning Based Approach. PLoS ONE 8(4), 2013. (ISI)
Gabriela Czibula, Istvan Gergely Czibula and Iuliana M. Bocicor. A Comparison of Reinforcement Learning based Models for the DNA Fragment Assembly Problem. Studia Universitatis “Babes-Bolyai", Informatica, LVIII(2), pages 90-102, 2013.
Adela Sîrbu and Maria Iuliana Bocicor. A Dynamic Approach for Hierarchical Clustering of Gene Expression Data. Proceedings of the 9th International Conference on Intelligent Computer Communication and Processing (ICCP2013), pages 3-6, IEEE Computer Society, 2013.
Alexandru Radovici, Ioana Culic, Iuliana Bocicor, Alexandru Armean, Madalin Ene. Platformă educațională care permite programarea dispozitivelor embedded din Cloud – Wyliodrin. Conferinţa Naţională de Învăţământ Virtual, 9th Edition, Universitatea din București, pag. 57 – 61, 2013.
Gabriela Czibula, Maria Iuliana Bocicor and Istvan Gergely Czibula. Promoter Sequences Prediction Using Relational Association Rule Mining. Evolutionary Bioinformatics vol. 8, pages 181-196, 2012. (ISI)
Iuliana M. Bocicor. A Study on using Reinforcement Learning for Temporal Ordering of Biological Samples. Studia Universitatis “Babes-Bolyai", Informatica, LVII(4), pages 63-74, 2012.
Iuliana M. Bocicor, Giulio Caravagna, Alex Graudenzi, Claudia Cava, Giancarlo Mauri, Marco Antoniotti. Ordering copy number alteration data to analyze colorectal cancer progression. EMBnet.journal, 18 Suppl. B (NETTAB 2012), pages 84-86, 2012.
Maria Iuliana Bocicor. A Study on Using Association Rules for Predicting Promoter Sequences. Studia Universitatis “Babes-Bolyai", Informatica, LVII(2), pages 32-42, 2012.
Maria Iuliana Bocicor. Experiments on Promoter Sequences Prediction using Association Rules. Lucrările Conferinței Naționale "Zilele Academice Clujene 2012, Departamentul de Informatică", Presa Universitară Clujeană, pag. 32 – 35, Cluj Napoca, 30 mai 2012.
Maria Iuliana Bocicor, Gabriela Czibula and Istvan Gergely Czibula. A Distributed Q-Learning Approach to Fragment Assembly. SIC Journal, Studies in Informatics and Control, Vol. 20, Issue 3, pages 221-232, 2011. (ISI)
Maria Iuliana Bocicor, Gabriela Czibula and Istvan Gergely Czibula. A Reinforcement Learning Approach for Solving the Fragment Assembly Problem. In Proceedings of the 3th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC '11), pages 191-198, IEEE Computer Society, 2011. (ISI)
Gabriela Czibula, Maria Iuliana Bocicor and Istvan Gergely Czibula. A Distributed Reinforcement Learning Approach for Solving Optimization Problems. In Proceedings of the 5th International Conference on Communications and Information Technology (CIT '11) Greece, pages 25-30, 2011.
Gabriela Czibula, Maria Iuliana Bocicor and Istvan Gergely Czibula. A Reinforcement Learning Model for Solving the Folding Problem. IJCTA – International Journal of Computer Technology and Applications, Vol. 2, Issue 1, pages 171-182, 2011.
Gabriela Czibula, Maria Iuliana Bocicor and Istvan Gergely Czibula. An Experiment on Protein Structure Prediction using Reinforcement Learning. Studia Universitatis “Babes-Bolyai", Informatica, LVI(1), pages 25-34, 2011.
Gabriela Czibula, Maria Iuliana Bocicor and Istvan Gergely Czibula. Solving the Protein Folding Problem Using a Distributed Q-Learning Approach. International Journal of Computers, Volume 5, Issue 3, pages 404-413, 2011.
Istvan Gergely Czibula, Gabriela Czibula and Maria Iuliana Bocicor. A Software Framework for Solving Combinatorial Optimization Tasks. Studia Universitatis “Babes-Bolyai", Informatica Special Issue, LVI(3), pages 3-8, 2011.
Istvan Gergely Czibula, Gabriela Czibula and Maria Iuliana Bocicor. A Reinforcement Learning Based Framework for Solving Optimization Problems. In Post proceedings of Knowledge Engineering Principles and Techniques 2011, Presa Universitata Clujeana, 2011, pag. 235 -246. (ISI)
Maria Iuliana Bocicor. Modele pentru problema plierii proteinei. Simpozion Național “Interferențe", Ediția a 2-a, 191-193 (2011).
Maria Iuliana Bocicor. Bioinformatica si aplicatiile ei. Scoala Maramureseana, 222-223 (2010).
Maria Iuliana Bocicor. Algoritmi evolutivi aplicati in chemoterapie. Simpozion Național “Interferențe", Ediția a 1-a, 145-148 (2010).
Alexandru Radovici, Bocicor Maria Iuliana, Stoica Ovidiu. Peer-to-peer messenger-H3llo. 5th RoEduNet IEEE International Conference, Proceedings, 12-16, 2006 (ISI)