A Class of Loop Self-Scheduling for Heterogeneous Clusters. - Anthony T. Chronopoulos; Manuel Benche; Daniel Grosu; Razvan Andonie (CLUSTER, 2001)

A Fuzzy ARTMAP Probability Estimator with Relevance Factor. - Razvan Andonie; Lucian Mircea Sasu (ESANN, 2003)

Fuzzy ARTMAP with relevance factor. - Razvan Andonie; Lucian M. Sasu; Valeriu Beiu (IJCNN, 2003)

A Modified Fuzzy ARTMAP Architecture for Incremental Learning Function Approximation. - Razvan Andonie; Lucian Mircea Sasu; Valeriu Beiu (Neural Networks and Computational Intelligence, 2003)

An informational energy LVQ approach for feature ranking. - Razvan Andonie; Angel Cataron (ESANN, 2004)

Neural networks for data mining: constrains and open problems. - Razvan Andonie; Boris Kovalerchuk (ESANN, 2004)

Convergence properties of a fuzzy ARTMAP network. - Razvan Andonie; Lucian Mircea Sasu (ESANN, 2004)

Energy generalized LVQ with relevance factors. - Angel Cataron; Razvan Andonie (IJCNN, 2004)

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 (CIBCB, 2005)

Informational Energy Kernel for LVQ. - Angel Cataron; Razvan Andonie (ICANN (2), 2005)

Feature ranking using supervised neural gas and informational energy. - Razvan Andonie; Angel Cataron (IJCNN, 2005)

Using Kolmogorov Inspired Gates for Low Power Nanoelectronics. - Valeriu Beiu; Artur Zawadski; Razvan Andonie; Snorre Aunet (IWANN, 2005)

Event-driven load balancing of partially replicated objects through a swarm of mobile agents. - Sarah Abdul-Wahid; Razvan Andonie; Joseph Lemley; James L. Schwing; Jonathan Widger (Computational Intelligence, 2006)

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 (IJCNN, 2006)

An efficient concurrent implementation of a neural network algorithm. - Razvan Andonie; Anthony T. Chronopoulos; Daniel Grosu; Honorius Gâlmeanu (Concurr. Comput. Pract. Exp., 2006)

Fuzzy ARTMAP with input relevances. - Razvan Andonie; Lucian Mircea Sasu (IEEE Trans. Neural Networks, 2006)

A New Fuzzy ARTMAP Approach for Predicting Biological Activity of Potential HIV-1 Protease Inhibitors. - Razvan Andonie; Levente Fabry-Asztalos; Lukas Magill; Sarah Abdul-Wahid (BIBM, 2007)

Adaptive Distributed Database Replication Through Colonies of Pogo Ants. - Sarah Abdul-Wahid; Razvan Andonie; Joseph Lemley; James L. Schwing; Jonathan Widger (IPDPS, 2007)

Crossing the Rubicon: A Generic Intelligent Advisor. - Razvan Andonie; J. Edward Russo; Rishi Dean (Int. J. Comput. Commun. Control, 2007)

Implementation Issues of an Incremental and Decremental SVM. - Honorius Gâlmeanu; Razvan Andonie (ICANN (1), 2008)

Fuzzy ARTMAP rule extraction in computational chemistry. - Razvan Andonie; Levente Fabry-Asztalos; Bogdan Crivat; Sarah Abdul-Wahid; Badi Abdul-Wahid (IJCNN, 2009)

An Adaptive Replication Algorithm in P2P File Systems with Unreliable Nodes. - Razvan Andonie; Luke Magill; James L. Schwing; Ben Sisson; Brandon Wysocki (PDPTA, 2009)

A Novel Fuzzy ARTMAP Architecture with Adaptive FeatureWeights based on Onicescu's Informational Energy. - Razvan Andonie; Lucian Mircea Sasu; Angel Cataron (Int. J. Comput. Commun. Control, 2009)

Fitting FFT onto an energy efficient massively parallel architecture. - István Lorentz; Mihaela Malita; Razvan Andonie (IFMT, 2010)

Extreme Data Mining: Inference from Small Datasets. - Razvan Andonie (Int. J. Comput. Commun. Control, 2010)

How to Write a Good Paper in Computer Science and HowWill It Be Measured by ISI Web of Knowledge. - Razvan Andonie; Ioan Dzitac (Int. J. Comput. Commun. Control, 2010)

Energy Supervised Relevance Neural Gas for Feature Ranking. - Angel Cataron; Razvan Andonie (Neural Process. Lett., 2010)

An Implementation of Evolutionary Computation Operators in OpenCL. - István Lorentz; Razvan Andonie; Mihaela Malita (IDC, 2011)

Fuzzy ARTMAP Prediction of Biological Activities for Potential HIV-1 Protease Inhibitors Using a Small Molecular Data Set. - Razvan Andonie; Levente Fabry-Asztalos; Christopher B. Abdul-Wahid; Sarah Abdul-Wahid; Grant I. Barker; Lukas Magill (IEEE ACM Trans. Comput. Biol. Bioinform., 2011)

Molecular distance geometry optimization using geometric build-up and evolutionary techniques on GPU. - Levente Fabry-Asztalos; István Lorentz; Razvan Andonie (CIBCB, 2012)

Clustering Superpeers in P2P Networks by Growing Neural Gas. - Mihai Dumitrescu; Razvan Andonie (PDP, 2012)

Function Approximation with ARTMAP Architectures. - Lucian Mircea Sasu; Razvan Andonie (Int. J. Comput. Commun. Control, 2012)

Asymptotically Unbiased Estimator of the Informational Energy with kNN. - Angel Cataron; Razvan Andonie; Yvonne Chueh (Int. J. Comput. Commun. Control, 2013)

Bayesian ARTMAP for regression. - Lucian Mircea Sasu; Razvan Andonie (Neural Networks, 2013)

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 (CIBCB, 2014)

kNN estimation of the unilateral dependency measure between random variables. - Angel Cataron; Razvan Andonie; Yvonne Chueh (CIDM, 2014)

Clustering and visualization of geodetic array data streams using self-organizing maps. - Razvan Popovici; Razvan Andonie; Walter M. Szeliga; Timothy I. Melbourne; Craig W. Scrivner (CIMSIVP, 2014)

Financial data analysis using the informational energy unilateral dependency measure. - Angel Cataron; Razvan Andonie; Yvonne Chueh (IJCNN, 2015)

Music genre classification with Self-Organizing Maps and edit distance. - Razvan Popovici; Razvan Andonie (IJCNN, 2015)

Sensor signal clustering with Self-Organizing Maps. - Razvan Popovici; Razvan Andonie (IJCNN, 2015)

Massively Parallel kNN using CUDA on Spam-Classification. - Joshua M. Smithrud; Patrick McElroy; Razvan Andonie (MAICS, 2015)

Real-time Monitoring of Tectonic Displacements in the Pacific Northwest through an Array of GPS Receivers. - Razvan Popovici; Razvan Andonie; Walter M. Szeliga; Timothy I. Melbourne; Craig W. Scrivner (Int. J. Comput. Commun. Control, 2015)

Accelerating Molecular Structure Determination Based on Inter-Atomic Distances Using OpenCL. - István Lorentz; Razvan Andonie; Levente Fabry-Asztalos (IEEE Trans. Parallel Distributed Syst., 2015)

Big Holes in Big Data: A Monte Carlo Algorithm for Detecting Large Hyper-Rectangles in High Dimensional Data. - Joseph Lemley; Filip Jagodzinski; Razvan Andonie (COMPSAC, 2016)

Comparison of Recent Machine Learning Techniques for Gender Recognition from Facial Images. - Joseph Lemley; Sami Abdul-Wahid; Dipayan Banik; Razvan Andonie (MAICS, 2016)

Cost efficient prediction of Cabernet Sauvignon wine quality. - Razvan Andonie; Anne M. Johansen; Amy L. Mumma; Holly C. Pinkart; Szilárd Vajda (SSCI, 2016)

Mortality rate modeling of joint lives and survivor insurance contracts tested by a novel unilateral dependence measure. - Yvonne Chueh; Angel Cataron; Razvan Andonie (SSCI, 2016)

Incremental and Decremental SVM for Regression. - Honorius Gâlmeanu; Lucian Mircea Sasu; Razvan Andonie (Int. J. Comput. Commun. Control, 2016)

Spark-Based Cluster Implementation of a Bug Report Assignment Recommender System. - Adrian-Catalin Florea; John Anvik; Razvan Andonie (ICAISC (2), 2017)

Transfer Information Energy: A Quantitative Causality Indicator Between Time Series. - Angel Cataron; Razvan Andonie (ICANN (2), 2017)

Parallel Implementation of a Bug Report Assignment Recommender Using Deep Learning. - Adrian-Catalin Florea; John Anvik; Razvan Andonie (ICANN (2), 2017)

Asymptotically Unbiased Estimation of A Nonsymmetric Dependence Measure Applied to Sensor Data Analytics and Financial Time Series. - Angel Cataron; Razvan Andonie; Yvonne Chueh (Int. J. Comput. Commun. Control, 2017)

CWU-Chess: An Adaptive Chess Program that Improves After Each Game. - Joseph Lemley; Razvan Andonie; Ashur Odaht; Pushpinder Heer; Jonathan Widger; Berk Erkul; Lukas Magill; Kyle Littlefield (GEM, 2018)

A Dynamic Early Stopping Criterion for Random Search in SVM Hyperparameter Optimization. - Adrian-Catalin Florea; Razvan Andonie (AIAI, 2018)

Transfer Information Energy: A Quantitative Indicator of Information Transfer between Time Series. - Angel Cataron; Razvan Andonie (Entropy, 2018)

Parallel Bayesian ARTMAP and Its OpenCL Implementation. - István Lorentz; Razvan Andonie; Lucian Mircea Sasu (Neural Process. Lett., 2018)

Classification of Stars using Stellar Spectra collected by the Sloan Digital Sky Survey. - Michael Brice; Razvan Andonie (IJCNN, 2019)

Semantic Fake News Detection: A Machine Learning Perspective. - Adrian M. P. Brasoveanu; Razvan Andonie (IWANN (1), 2019)

Weighted Random Search for Hyperparameter Optimization. - Adrian-Catalin Florea; Razvan Andonie (Int. J. Comput. Commun. Control, 2019)

Hyperparameter optimization in learning systems. - Razvan Andonie (J. Membr. Comput., 2019)

Visualizing Transformers for NLP: A Brief Survey. - Adrian M. P. Brasoveanu; Razvan Andonie (IV, 2020)

Learning in Feedforward Neural Networks Accelerated by Transfer Entropy. - Adrian Moldovan; Angel Cataron; Razvan Andonie (Entropy, 2020)

Semiotic Aggregation in Deep Learning. - Bogdan Musat; Razvan Andonie (Entropy, 2020)

Weighted Random Search for CNN Hyperparameter Optimization. - Razvan Andonie; Adrian-Catalin Florea (Int. J. Comput. Commun. Control, 2020)

Context-Sensitive Visualization of Deep Learning Natural Language Processing Models. - Andrew Dunn; Diana Inkpen; Razvan Andonie (IV, 2021)

Learning in Convolutional Neural Networks Accelerated by Transfer Entropy. - Adrian Moldovan; Angel Cataron; Razvan Andonie (Entropy, 2021)

Integrating Machine Learning Techniques in Semantic Fake News Detection. - Adrian M. P. Brasoveanu; Razvan Andonie (Neural Process. Lett., 2021)

Evaluation of Deep Learning Context-Sensitive Visualization Models. - Andrew Dunn; Diana Inkpen; Razvan Andonie (IV, 2022)

Optimized Fully Convolutional Neural Network Encoder for Water Detection in SAR Images. - Chao Huang Lin; Razvan Andonie; Adrian-Catalin Florea (IV, 2022)

Visual Knowledge Discovery with Artificial Intelligence: Challenges and Future Directions. - Boris Kovalerchuk; Razvan Andonie; Nuno Datia; Kawa Nazemi; Ebad Banissi (CoRR, 2022)

Visualizing and Explaining Language Models. - Adrian M. P. Brasoveanu; Razvan Andonie (CoRR, 2022)

Information Bottleneck in Deep Learning - A Semiotic Approach. - Bogdan Musat; Razvan Andonie (Int. J. Comput. Commun. Control, 2022)

Weighted Incremental-Decremental Support Vector Machines for concept drift with shifting window. - Honorius Gâlmeanu; Razvan Andonie (Neural Networks, 2022)

Pruning Convolutional Filters via Reinforcement Learning with Entropy Minimization. - Bogdan Musat; Razvan Andonie (ICAISC (1), 2023)

Information Plane Analysis Visualization in Deep Learning via Transfer Entropy. - Adrian Moldovan; Angel Cataron; Razvan Andonie (IV, 2023)

Accelerating Convolutional Neural Network Pruning via Spatial Aura Entropy. - Bogdan Musat; Razvan Andonie (IV, 2023)

Emotion Manipulation Through Music - A Deep Learning Interactive Visual Approach. - Adel N. Abdalla; Jared Osborne; Razvan Andonie (IV, 2024)

Visualizing Large Language Models: A Brief Survey. - Adrian M. P. Brasoveanu; Arno Scharl; Lyndon J. B. Nixon; Razvan Andonie (IV, 2024)

Concept Drift Visualization of SVM with Shifting Window. - Honorius Gâlmeanu; Razvan Andonie (IV, 2024)

Transfer Entropy in Graph Convolutional Neural Networks. - Adrian Moldovan; Angel Cataron; Razvan Andonie (IV, 2024)

Signs and Supersigns in Deep Learning. - Razvan Andonie; Bogdan Musat (Int. J. Comput. Commun. Control, 2024)

Interactive Discovery of Concept Drift with Lossless Visualization in Machine Learning. - Honorius Gâlmeanu; Boris Kovalerchuk; Razvan Andonie (HCI (57), 2025)

TIPS: A text interaction evaluation metric for learning model interpretation. - Zhenyu Nie; Zheng Xiao; Tao Wang 016; Anthony Theodore Chronopoulos; Razvan Andonie; Amir Mosavi (Expert Syst. Appl., 2025)

Transfer Entropy in Deep Neural Networks. - Razvan Andonie; Angel Cataron; Adrian Moldovan (Int. J. Comput. Commun. Control, 2025)

3D Generative Techniques and Visualization: A Brief Survey. - Stelian Matase; Razvan Andonie (Int. J. Comput. Commun. Control, 2025)