Razvan Andonie

106 papers A 1B 14C 22Misc 4Journal 47Unranked 18
YearRankTypeTitle / Venue / Authors
2025 C ed.
29th International Conference Information Visualisation, IV 2025, Darmstadt, Germany, August 5-8, 2025
IV
Ebad Banissi, Nuno Datia, João Moura Pires, Anna Ursyn, Kawa Nazemi, Cristian A. Secco, Boris Kovalerchuk, Razvan Andonie, Marina L. Gavrilova, Minoru Nakayama, Mountaz Hascoët, Amalia I. Rusu, Quang Vinh Nguyen, Mabule Samuel Mabakane, Adrian Rusu, Jie Hua, Fatma Bouali, Gilles Venturini, Alice Dong, Sebastian Kernbach, Gaetano Cimin, Urska Cvek, Tony Huang
2025 J jnl
3D Generative Techniques and Visualization: A Brief Survey.
Int. J. Comput. Commun. Control
Stelian Matase, Razvan Andonie
2025 J jnl
Concept drift detection and visualization with shifting window.
Inf. Vis.
Honorius Gâlmeanu, Razvan Andonie
2025 — conf
Interactive Discovery of Concept Drift with Lossless Visualization in Machine Learning.
HCI (57)
Honorius Gâlmeanu, Boris Kovalerchuk, Razvan Andonie
2025 C conf
Synthetic Data Generation for Enhanced Visual Metal Defect Detection.
IV
Stelian Matase, Razvan Andonie
2025 J jnl
TIPS: A text interaction evaluation metric for learning model interpretation.
Expert Syst. Appl.
Zhenyu Nie, Zheng Xiao, Tao Wang, Anthony Theodore Chronopoulos, Razvan Andonie, Amir Mosavi
2025 J jnl
Transfer Entropy in Deep Neural Networks.
Int. J. Comput. Commun. Control
Razvan Andonie, Angel Cataron, Adrian Moldovan
2024 C ed.
28th International Conference Information Visualisation, IV 2024, Coimbra, Portugal, July 22-26, 2024
IV
Ebad Banissi, Nuno Datia, João Moura Pires, Anna Ursyn, Kawa Nazemi, Boris Kovalerchuk, Razvan Andonie, Marina L. Gavrilova, Minoru Nakayama, Quang Vinh Nguyen, Mabule Samuel Mabakane, Adrian Rusu, Filippo Sciarrone, Marco Temperini, Fatma Bouali, Gilles Venturini, Tony Huang
2024 C conf
Concept Drift Visualization of SVM with Shifting Window.
IV
Honorius Gâlmeanu, Razvan Andonie
2024 J jnl
Concept Drift Visualization of SVM with Shifting Window.
CoRR
Honorius Gâlmeanu, Razvan Andonie
2024 C conf
Emotion Manipulation Through Music - A Deep Learning Interactive Visual Approach.
IV
Adel N. Abdalla, Jared Osborne, Razvan Andonie
2024 J jnl
Emotion Manipulation Through Music - A Deep Learning Interactive Visual Approach.
CoRR
Adel N. Abdalla, Jared Osborne, Razvan Andonie
2024 J jnl
Information Plane Analysis Visualization in Deep Learning via Transfer Entropy.
CoRR
Adrian Moldovan, Angel Cataron, Razvan Andonie
2024 J jnl
Learning in Convolutional Neural Networks Accelerated by Transfer Entropy.
CoRR
Adrian Moldovan, Angel Cataron, Razvan Andonie
2024 J jnl
Signs and Supersigns in Deep Learning.
Int. J. Comput. Commun. Control
Razvan Andonie, Bogdan Musat
2024 C conf
Transfer Entropy in Graph Convolutional Neural Networks.
IV
Adrian Moldovan, Angel Cataron, Razvan Andonie
2024 J jnl
Transfer Entropy in Graph Convolutional Neural Networks.
CoRR
Adrian Moldovan, Angel Cataron, Razvan Andonie
2024 C conf
Visualizing Large Language Models: A Brief Survey.
IV
Adrian M. P. Brasoveanu, Arno Scharl, Lyndon J. B. Nixon, Razvan Andonie
2023 C ed.
27th International Conference Information Visualisation, IV 2023, Tampere, Finland, July 25-28, 2023
IV
Ebad Banissi, Harri Siirtola, Anna Ursyn, João Moura Pires, Nuno Datia, Kawa Nazemi, Boris Kovalerchuk, Razvan Andonie, Minoru Nakayama, Marco Temperini, Filippo Sciarrone, Quang Vinh Nguyen, Mabule Samuel Mabakane, Adrian Rusu, Urska Cvek, Marjan Trutschl, Heimo Müller, Rita Francese, Fatma Bouali, Gilles Venturini
2023 C conf
Accelerating Convolutional Neural Network Pruning via Spatial Aura Entropy.
IV
Bogdan Musat, Razvan Andonie
2023 J jnl
Accelerating Convolutional Neural Network Pruning via Spatial Aura Entropy.
CoRR
Bogdan Musat, Razvan Andonie
2023 C conf
Information Plane Analysis Visualization in Deep Learning via Transfer Entropy.
IV
Adrian Moldovan, Angel Cataron, Razvan Andonie
2023 J jnl
Machine Learning Optimization of Quantum Circuit Layouts.
ACM Trans. Quantum Comput.
Alexandru Paler, Lucian M. Sasu, Adrian-Catalin Florea, Razvan Andonie
2023 — conf
Pruning Convolutional Filters via Reinforcement Learning with Entropy Minimization.
ICAISC (1)
Bogdan Musat, Razvan Andonie
2023 J jnl
Pruning Convolutional Filters via Reinforcement Learning with Entropy Minimization.
CoRR
Bogdan Musat, Razvan Andonie
2022 C ed.
26th International Conference Information Visualisation, IV 2022, Vienna, Austria, July 19-22, 2022
IV
Ebad Banissi, Anna Ursyn, Mark W. McK. Bannatyne, João Moura Pires, Nuno Datia, Kawa Nazemi, Boris Kovalerchuk, Razvan Andonie, Minoru Nakayama, Filippo Sciarrone, Weidong Huang, Quang Vinh Nguyen, Mabule Samuel Mabakane, Adrian Rusu, Marco Temperini, Urska Cvek, Marjan Trutschl, Heimo Müller, Harri Siirtola, Wai Lok Woo, Rita Francese, Veronica Rossano, Tania Di Mascio, Fatma Bouali, Gilles Venturini, Sebastian Kernbach, Delfina Malandrino, Rocco Zaccagnino, Jian J. Zhang, Xiaosong Yang, Vladimir Geroimenko
2022 C conf
Evaluation of Deep Learning Context-Sensitive Visualization Models.
IV
Andrew Dunn, Diana Inkpen, Razvan Andonie
2022 J jnl
Information Bottleneck in Deep Learning - A Semiotic Approach.
Int. J. Comput. Commun. Control
Bogdan Musat, Razvan Andonie
2022 C conf
Optimized Fully Convolutional Neural Network Encoder for Water Detection in SAR Images.
IV
Chao Huang Lin, Razvan Andonie, Adrian-Catalin Florea
2022 J jnl
Visual Knowledge Discovery with Artificial Intelligence: Challenges and Future Directions.
CoRR
Boris Kovalerchuk, Razvan Andonie, Nuno Datia, Kawa Nazemi, Ebad Banissi
2022 J jnl
Visualizing and Explaining Language Models.
CoRR
Adrian M. P. Brasoveanu, Razvan Andonie
2022 J jnl
Weighted Incremental-Decremental Support Vector Machines for concept drift with shifting window.
Neural Networks
Honorius Gâlmeanu, Razvan Andonie
2021 C conf
Context-Sensitive Visualization of Deep Learning Natural Language Processing Models.
IV
Andrew Dunn, Diana Inkpen, Razvan Andonie
2021 J jnl
Context-Sensitive Visualization of Deep Learning Natural Language Processing Models.
CoRR
Andrew Dunn, Diana Inkpen, Razvan Andonie
2021 J jnl
Integrating Machine Learning Techniques in Semantic Fake News Detection.
Neural Process. Lett.
Adrian M. P. Brasoveanu, Razvan Andonie
2021 J jnl
Learning in Convolutional Neural Networks Accelerated by Transfer Entropy.
Entropy
Adrian Moldovan, Angel Cataron, Razvan Andonie
2021 J jnl
Learning in Feedforward Neural Networks Accelerated by Transfer Entropy.
CoRR
Adrian Moldovan, Angel Cataron, Razvan Andonie
2021 J jnl
Semiotic Aggregation in Deep Learning.
CoRR
Bogdan Musat, Razvan Andonie
2020 C ed.
24th International Conference on Information Visualisation, IV 2020, Melbourne, Australia, September 7-11, 2020
IV
Ebad Banissi, Farzad Khosrow-shahi, Anna Ursyn, Mark W. McK. Bannatyne, João Moura Pires, Nuno Datia, Kawa Nazemi, Boris Kovalerchuk, John Counsell, Andrew Agapiou, Zora Vrcelj, Hing-Wah Chau, Mengbi Li, Gehan Nagy, Richard Laing, Rita Francese, Muhammad Sarfraz, Fatma Bouali, Gilles Venturini, Marjan Trutschl, Urska Cvek, Heimo Müller, Minoru Nakayama, Marco Temperini, Tania Di Mascio, Filippo Sciarrone, Veronica Rossano, Ralf Dörner, Loredana Caruccio, Autilia Vitiello, Weidong Huang, Michele Risi, Ugo Erra, Razvan Andonie, Muhammad Aurangzeb Ahmad, Ana Figueiras, Alfredo Cuzzocrea, Mabule Samuel Mabakane
2020 J jnl
Learning in Feedforward Neural Networks Accelerated by Transfer Entropy.
Entropy
Adrian Moldovan, Angel Cataron, Razvan Andonie
2020 J jnl
Semiotic Aggregation in Deep Learning.
Entropy
Bogdan Musat, Razvan Andonie
2020 C conf
Visualizing Transformers for NLP: A Brief Survey.
IV
Adrian M. P. Brasoveanu, Razvan Andonie
2020 J jnl
Weighted Random Search for CNN Hyperparameter Optimization.
CoRR
Razvan Andonie, Adrian-Catalin Florea
2020 J jnl
Weighted Random Search for CNN Hyperparameter Optimization.
Int. J. Comput. Commun. Control
Razvan Andonie, Adrian-Catalin Florea
2020 J jnl
Weighted Random Search for Hyperparameter Optimization.
CoRR
Adrian-Catalin Florea, Razvan Andonie
2019 B conf
Classification of Stars using Stellar Spectra collected by the Sloan Digital Sky Survey.
IJCNN
Michael Brice, Razvan Andonie
2019 J jnl
Hyperparameter optimization in learning systems.
J. Membr. Comput.
Razvan Andonie
2019 — conf
Semantic Fake News Detection: A Machine Learning Perspective.
IWANN (1)
Adrian M. P. Brasoveanu, Razvan Andonie
2019 J jnl
Weighted Random Search for Hyperparameter Optimization.
Int. J. Comput. Commun. Control
Adrian-Catalin Florea, Razvan Andonie
2018 Misc conf
A Dynamic Early Stopping Criterion for Random Search in SVM Hyperparameter Optimization.
AIAI
Adrian-Catalin Florea, Razvan Andonie
2018 — conf
CWU-Chess: An Adaptive Chess Program that Improves After Each Game.
GEM
Joseph Lemley, Razvan Andonie, Ashur Odaht, Pushpinder Heer, Jonathan Widger, Berk Erkul, Lukas Magill, Kyle Littlefield
2018 J jnl
Parallel Bayesian ARTMAP and Its OpenCL Implementation.
Neural Process. Lett.
István Lorentz, Razvan Andonie, Lucian Mircea Sasu
2018 J jnl
Transfer Information Energy: A Quantitative Indicator of Information Transfer between Time Series.
Entropy
Angel Cataron, Razvan Andonie
2017 J jnl
Asymptotically Unbiased Estimation of A Nonsymmetric Dependence Measure Applied to Sensor Data Analytics and Financial Time Series.
Int. J. Comput. Commun. Control
Angel Cataron, Razvan Andonie, Yvonne Chueh
2017 J jnl
Big Holes in Big Data: A Monte Carlo Algorithm for Detecting Large Hyper-rectangles in High Dimensional Data.
CoRR
Joseph Lemley, Filip Jagodzinski, Razvan Andonie
2017 — conf
Parallel Implementation of a Bug Report Assignment Recommender Using Deep Learning.
ICANN (2)
Adrian-Catalin Florea, John Anvik, Razvan Andonie
2017 — conf
Spark-Based Cluster Implementation of a Bug Report Assignment Recommender System.
ICAISC (2)
Adrian-Catalin Florea, John Anvik, Razvan Andonie
2017 — conf
Transfer Information Energy: A Quantitative Causality Indicator Between Time Series.
ICANN (2)
Angel Cataron, Razvan Andonie
2016 B conf
Big Holes in Big Data: A Monte Carlo Algorithm for Detecting Large Hyper-Rectangles in High Dimensional Data.
COMPSAC
Joseph Lemley, Filip Jagodzinski, Razvan Andonie
2016 — conf
Comparison of Recent Machine Learning Techniques for Gender Recognition from Facial Images.
MAICS
Joseph Lemley, Sami Abdul-Wahid, Dipayan Banik, Razvan Andonie
2016 — conf
Cost efficient prediction of Cabernet Sauvignon wine quality.
SSCI
Razvan Andonie, Anne M. Johansen, Amy L. Mumma, Holly C. Pinkart, Szilárd Vajda
2016 J jnl
Incremental and Decremental SVM for Regression.
Int. J. Comput. Commun. Control
Honorius Gâlmeanu, Lucian Mircea Sasu, Razvan Andonie
2016 — conf
Mortality rate modeling of joint lives and survivor insurance contracts tested by a novel unilateral dependence measure.
SSCI
Yvonne Chueh, Angel Cataron, Razvan Andonie
2015 J jnl
Accelerating Molecular Structure Determination Based on Inter-Atomic Distances Using OpenCL.
IEEE Trans. Parallel Distributed Syst.
István Lorentz, Razvan Andonie, Levente Fabry-Asztalos
2015 B conf
Financial data analysis using the informational energy unilateral dependency measure.
IJCNN
Angel Cataron, Razvan Andonie, Yvonne Chueh
2015 — conf
Massively Parallel kNN using CUDA on Spam-Classification.
MAICS
Joshua M. Smithrud, Patrick McElroy, Razvan Andonie
2015 B conf
Music genre classification with Self-Organizing Maps and edit distance.
IJCNN
Razvan Popovici, Razvan Andonie
2015 J jnl
Real-time Monitoring of Tectonic Displacements in the Pacific Northwest through an Array of GPS Receivers.
Int. J. Comput. Commun. Control
Razvan Popovici, Razvan Andonie, Walter M. Szeliga, Timothy I. Melbourne, Craig W. Scrivner
2015 B conf
Sensor signal clustering with Self-Organizing Maps.
IJCNN
Razvan Popovici, Razvan Andonie
2014 C conf
Bayesian ARTMAP prediction of biological activities for potential HIV-1 protease inhibitors using a small molecular dataset.
CIBCB
Razvan Andonie, Levente Fabry-Asztalos, Lucian Mircea Sasu
2014 — conf
Clustering and visualization of geodetic array data streams using self-organizing maps.
CIMSIVP
Razvan Popovici, Razvan Andonie, Walter M. Szeliga, Timothy I. Melbourne, Craig W. Scrivner
2014 C conf
kNN estimation of the unilateral dependency measure between random variables.
CIDM
Angel Cataron, Razvan Andonie, Yvonne Chueh
2013 J jnl
Asymptotically Unbiased Estimator of the Informational Energy with kNN.
Int. J. Comput. Commun. Control
Angel Cataron, Razvan Andonie, Yvonne Chueh
2013 J jnl
Bayesian ARTMAP for regression.
Neural Networks
Lucian Mircea Sasu, Razvan Andonie
2012 C conf
Clustering Superpeers in P2P Networks by Growing Neural Gas.
PDP
Mihai Dumitrescu, Razvan Andonie
2012 J jnl
Function Approximation with ARTMAP Architectures.
Int. J. Comput. Commun. Control
Lucian Mircea Sasu, Razvan Andonie
2012 C conf
Molecular distance geometry optimization using geometric build-up and evolutionary techniques on GPU.
CIBCB
Levente Fabry-Asztalos, István Lorentz, Razvan Andonie
2011 Misc conf
An Implementation of Evolutionary Computation Operators in OpenCL.
IDC
István Lorentz, Razvan Andonie, Mihaela Malita
2011 J jnl
Fuzzy ARTMAP Prediction of Biological Activities for Potential HIV-1 Protease Inhibitors Using a Small Molecular Data Set.
IEEE ACM Trans. Comput. Biol. Bioinform.
Razvan Andonie, Levente Fabry-Asztalos, Christopher B. Abdul-Wahid, Sarah Abdul-Wahid, Grant I. Barker, Lukas Magill
2010 J jnl
Energy Supervised Relevance Neural Gas for Feature Ranking.
Neural Process. Lett.
Angel Cataron, Razvan Andonie
2010 J jnl
Extreme Data Mining: Inference from Small Datasets.
Int. J. Comput. Commun. Control
Razvan Andonie
2010 — conf
Fitting FFT onto an energy efficient massively parallel architecture.
IFMT
István Lorentz, Mihaela Malita, Razvan Andonie
2010 J jnl
How to Write a Good Paper in Computer Science and HowWill It Be Measured by ISI Web of Knowledge.
Int. J. Comput. Commun. Control
Razvan Andonie, Ioan Dzitac
2009 J jnl
A Novel Fuzzy ARTMAP Architecture with Adaptive FeatureWeights based on Onicescu's Informational Energy.
Int. J. Comput. Commun. Control
Razvan Andonie, Lucian Mircea Sasu, Angel Cataron
2009 Misc conf
An Adaptive Replication Algorithm in P2P File Systems with Unreliable Nodes.
PDPTA
Razvan Andonie, Luke Magill, James L. Schwing, Ben Sisson, Brandon Wysocki
2009 B conf
Fuzzy ARTMAP rule extraction in computational chemistry.
IJCNN
Razvan Andonie, Levente Fabry-Asztalos, Bogdan Crivat, Sarah Abdul-Wahid, Badi Abdul-Wahid
2008 — conf
Implementation Issues of an Incremental and Decremental SVM.
ICANN (1)
Honorius Gâlmeanu, Razvan Andonie
2007 — conf
A New Fuzzy ARTMAP Approach for Predicting Biological Activity of Potential HIV-1 Protease Inhibitors.
BIBM
Razvan Andonie, Levente Fabry-Asztalos, Lukas Magill, Sarah Abdul-Wahid
2007 A conf
Adaptive Distributed Database Replication Through Colonies of Pogo Ants.
IPDPS
Sarah Abdul-Wahid, Razvan Andonie, Joseph Lemley, James L. Schwing, Jonathan Widger
2007 J jnl
Crossing the Rubicon: A Generic Intelligent Advisor.
Int. J. Comput. Commun. Control
Razvan Andonie, J. Edward Russo, Rishi Dean
2006 B conf
An Integrated Soft Computing Approach for Predicting Biological Activity of Potential HIV-1 Protease Inhibitors.
IJCNN
Razvan Andonie, Levente Fabry-Asztalos, Sarah Abdul-Wahid, Catharine Collar, Nicholas Salim
2006 J jnl
An efficient concurrent implementation of a neural network algorithm.
Concurr. Comput. Pract. Exp.
Razvan Andonie, Anthony T. Chronopoulos, Daniel Grosu, Honorius Gâlmeanu
2006 — conf
Event-driven load balancing of partially replicated objects through a swarm of mobile agents.
Computational Intelligence
Sarah Abdul-Wahid, Razvan Andonie, Joseph Lemley, James L. Schwing, Jonathan Widger
2006 J jnl
Fuzzy ARTMAP with input relevances.
IEEE Trans. Neural Networks
Razvan Andonie, Lucian Mircea Sasu
2005 B conf
Feature ranking using supervised neural gas and informational energy.
IJCNN
Razvan Andonie, Angel Cataron
2005 — conf
Informational Energy Kernel for LVQ.
ICANN (2)
Angel Cataron, Razvan Andonie
2005 C conf
Neuro-fuzzy Prediction of Biological Activity and Rule Extraction for HIV-1 Protease Inhibitors.
CIBCB
Razvan Andonie, Levente Fabry-Asztalos, Catharine Collar, Sarah Abdul-Wahid, Nicholas Salim
2005 Misc conf
Using Kolmogorov Inspired Gates for Low Power Nanoelectronics.
IWANN
Valeriu Beiu, Artur Zawadski, Razvan Andonie, Snorre Aunet
2004 B conf
An informational energy LVQ approach for feature ranking.
ESANN
Razvan Andonie, Angel Cataron
2004 B conf
Convergence properties of a fuzzy ARTMAP network.
ESANN
Razvan Andonie, Lucian Mircea Sasu
2004 B conf
Energy generalized LVQ with relevance factors.
IJCNN
Angel Cataron, Razvan Andonie
2004 B conf
Neural networks for data mining: constrains and open problems.
ESANN
Razvan Andonie, Boris Kovalerchuk
2003 B conf
A Fuzzy ARTMAP Probability Estimator with Relevance Factor.
ESANN
Razvan Andonie, Lucian Mircea Sasu
2003 — conf
A Modified Fuzzy ARTMAP Architecture for Incremental Learning Function Approximation.
Neural Networks and Computational Intelligence
Razvan Andonie, Lucian Mircea Sasu, Valeriu Beiu
2003 B conf
Fuzzy ARTMAP with relevance factor.
IJCNN
Razvan Andonie, Lucian M. Sasu, Valeriu Beiu
2001 C conf
A Class of Loop Self-Scheduling for Heterogeneous Clusters.
CLUSTER
Anthony T. Chronopoulos, Manuel Benche, Daniel Grosu, Razvan Andonie