| 2025 | HCI | Interactive Discovery of Concept Drift with Lossless Visualization in Machine Learning. | Honorius Glmeanu, Boris Kovalerchuk, Razvan Andonie |
| 2025 | IV | Synthetic Data Generation for Enhanced Visual Metal Defect Detection. | Stelian Matase, Razvan Andonie |
| 2024 | IV | Emotion Manipulation Through Music - A Deep Learning Interactive Visual Approach. | Adel N. Abdalla, Jared Osborne, Razvan Andonie |
| 2024 | IV | Visualizing Large Language Models: A Brief Survey. | Adrian M. P. Brasoveanu, Arno Scharl, Lyndon J. B. Nixon, Razvan Andonie |
| 2024 | IV | Concept Drift Visualization of SVM with Shifting Window. | Honorius Glmeanu, Razvan Andonie |
| 2024 | IV | Transfer Entropy in Graph Convolutional Neural Networks. | Adrian Moldovan, Angel Cataron, Razvan Andonie |
| 2023 | ICAISC | Pruning Convolutional Filters via Reinforcement Learning with Entropy Minimization. | Bogdan Musat, Razvan Andonie |
| 2023 | IV | Information Plane Analysis Visualization in Deep Learning via Transfer Entropy. | Adrian Moldovan, Angel Cataron, Razvan Andonie |
| 2023 | IV | Accelerating Convolutional Neural Network Pruning via Spatial Aura Entropy. | Bogdan Musat, Razvan Andonie |
| 2022 | IV | Evaluation of Deep Learning Context-Sensitive Visualization Models. | Andrew Dunn, Diana Inkpen, Razvan Andonie |
| 2022 | IV | Optimized Fully Convolutional Neural Network Encoder for Water Detection in SAR Images. | Chao Huang Lin, Razvan Andonie, Adrian-Catalin Florea |
| 2021 | IV | Context-Sensitive Visualization of Deep Learning Natural Language Processing Models. | Andrew Dunn, Diana Inkpen, Razvan Andonie |
| 2020 | IV | Visualizing Transformers for NLP: A Brief Survey. | Adrian M. P. Brasoveanu, Razvan Andonie |
| 2019 | IJCNN | Classification of Stars using Stellar Spectra collected by the Sloan Digital Sky Survey. | Michael Brice, Razvan Andonie |
| 2019 | IWANN | Semantic Fake News Detection: A Machine Learning Perspective. | Adrian M. P. Brasoveanu, Razvan Andonie |
| 2017 | ICAISC | Spark-Based Cluster Implementation of a Bug Report Assignment Recommender System. | Adrian-Catalin Florea, John Anvik, Razvan Andonie |
| 2017 | ICANN | Transfer Information Energy: A Quantitative Causality Indicator Between Time Series. | Angel Cataron, Razvan Andonie |
| 2017 | ICANN | Parallel Implementation of a Bug Report Assignment Recommender Using Deep Learning. | Adrian-Catalin Florea, John Anvik, Razvan Andonie |
| 2016 | COMPSAC | Big Holes in Big Data: A Monte Carlo Algorithm for Detecting Large Hyper-Rectangles in High Dimensional Data. | Joseph Lemley, Filip Jagodzinski, Razvan Andonie |
| 2015 | IJCNN | Financial data analysis using the informational energy unilateral dependency measure. | Angel Cataron, Razvan Andonie, Yvonne Chueh |
| 2015 | IJCNN | Music genre classification with Self-Organizing Maps and edit distance. | Razvan Popovici, Razvan Andonie |
| 2015 | IJCNN | Sensor signal clustering with Self-Organizing Maps. | Razvan Popovici, Razvan Andonie |
| 2014 | CIBCB | Bayesian ARTMAP prediction of biological activities for potential HIV-1 protease inhibitors using a small molecular dataset. | Razvan Andonie, Levente Fabry-Asztalos, Lucian Mircea Sasu |
| 2014 | CIDM | kNN estimation of the unilateral dependency measure between random variables. | Angel Cataron, Razvan Andonie, Yvonne Chueh |
| 2012 | CIBCB | Molecular distance geometry optimization using geometric build-up and evolutionary techniques on GPU. | Levente Fabry-Asztalos, Istvn Lorentz, Razvan Andonie |
| 2012 | PDP | Clustering Superpeers in P2P Networks by Growing Neural Gas. | Mihai Dumitrescu, Razvan Andonie |
| 2011 | IDC | An Implementation of Evolutionary Computation Operators in OpenCL. | Istvn Lorentz, Razvan Andonie, Mihaela Malita |
| 2009 | IJCNN | Fuzzy ARTMAP rule extraction in computational chemistry. | Razvan Andonie, Levente Fabry-Asztalos, Bogdan Crivat, Sarah Abdul-Wahid, Badi Abdul-Wahid |
| 2009 | PDPTA | An Adaptive Replication Algorithm in P2P File Systems with Unreliable Nodes. | Razvan Andonie, Luke Magill, James L. Schwing, Ben Sisson, Brandon Wysocki |
| 2008 | ICANN | Implementation Issues of an Incremental and Decremental SVM. | Honorius Glmeanu, Razvan Andonie |
| 2006 | IJCNN | An Integrated Soft Computing Approach for Predicting Biological Activity of Potential HIV-1 Protease Inhibitors. | Razvan Andonie, Levente Fabry-Asztalos, Sarah Abdul-Wahid, Catharine Collar, Nicholas Salim |
| 2005 | CIBCB | Neuro-fuzzy Prediction of Biological Activity and Rule Extraction for HIV-1 Protease Inhibitors. | Razvan Andonie, Levente Fabry-Asztalos, Catharine Collar, Sarah Abdul-Wahid, Nicholas Salim |
| 2005 | ICANN | Informational Energy Kernel for LVQ. | Angel Cataron, Razvan Andonie |
| 2005 | IJCNN | Feature ranking using supervised neural gas and informational energy. | Razvan Andonie, Angel Cataron |
| 2005 | IWANN | Using Kolmogorov Inspired Gates for Low Power Nanoelectronics. | Valeriu Beiu, Artur Zawadski, Razvan Andonie, Snorre Aunet |
| 2004 | ESANN | An informational energy LVQ approach for feature ranking. | Razvan Andonie, Angel Cataron |
| 2004 | ESANN | Neural networks for data mining: constrains and open problems. | Razvan Andonie, Boris Kovalerchuk |
| 2004 | ESANN | Convergence properties of a fuzzy ARTMAP network. | Razvan Andonie, Lucian Mircea Sasu |
| 2004 | IJCNN | Energy generalized LVQ with relevance factors. | Angel Cataron, Razvan Andonie |
| 2003 | ESANN | A Fuzzy ARTMAP Probability Estimator with Relevance Factor. | Razvan Andonie, Lucian Mircea Sasu |
| 2003 | IJCNN | Fuzzy ARTMAP with relevance factor. | Razvan Andonie, Lucian M. Sasu, Valeriu Beiu |
| 2001 | CLUSTER | A Class of Loop Self-Scheduling for Heterogeneous Clusters. | Anthony T. Chronopoulos, Manuel Benche, Daniel Grosu, Razvan Andonie |