Razvan Andonie

According to our database, Razvan Andonie authored at least 78 papers between 2001 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Signs and Supersigns in Deep Learning.

Razvan Andonie, Bogdan Musat

Int. J. Comput. Commun. Control, January, 2024

Transfer Entropy in Graph Convolutional Neural Networks.

Adrian Moldovan, Angel Cataron, Razvan Andonie

Proceedings of the 28th International Conference Information Visualisation, 2024

Concept Drift Visualization of SVM with Shifting Window.

Honorius Gâlmeanu, Razvan Andonie

Proceedings of the 28th International Conference Information Visualisation, 2024

Visualizing Large Language Models: A Brief Survey.

Adrian M. P. Brasoveanu, Arno Scharl, Lyndon J. B. Nixon, Razvan Andonie

Proceedings of the 28th International Conference Information Visualisation, 2024

Emotion Manipulation Through Music - A Deep Learning Interactive Visual Approach.

Adel N. Abdalla, Jared Osborne, Razvan Andonie

Proceedings of the 28th International Conference Information Visualisation, 2024

2023

Accelerating Convolutional Neural Network Pruning via Spatial Aura Entropy.

Bogdan Musat, Razvan Andonie

Proceedings of the 27th International Conference Information Visualisation, 2023

Information Plane Analysis Visualization in Deep Learning via Transfer Entropy.

Adrian Moldovan, Angel Cataron, Razvan Andonie

Proceedings of the 27th International Conference Information Visualisation, 2023

Pruning Convolutional Filters via Reinforcement Learning with Entropy Minimization.

Bogdan Musat, Razvan Andonie

Proceedings of the Artificial Intelligence and Soft Computing, 2023

2022

Weighted Incremental-Decremental Support Vector Machines for concept drift with shifting window.

Honorius Gâlmeanu, Razvan Andonie

Neural Networks, 2022

Information Bottleneck in Deep Learning - A Semiotic Approach.

Bogdan Musat, Razvan Andonie

Int. J. Comput. Commun. Control, 2022

Visualizing and Explaining Language Models.

Adrian M. P. Brasoveanu, Razvan Andonie

CoRR, 2022

Visual Knowledge Discovery with Artificial Intelligence: Challenges and Future Directions.

Boris Kovalerchuk, Razvan Andonie, Nuno Datia, Kawa Nazemi, Ebad Banissi

CoRR, 2022

Optimized Fully Convolutional Neural Network Encoder for Water Detection in SAR Images.

Chao Huang Lin, Razvan Andonie, Adrian-Catalin Florea

Proceedings of the 26th International Conference Information Visualisation, 2022

Evaluation of Deep Learning Context-Sensitive Visualization Models.

Andrew Dunn, Diana Inkpen, Razvan Andonie

Proceedings of the 26th International Conference Information Visualisation, 2022

2021

Integrating Machine Learning Techniques in Semantic Fake News Detection.

Adrian M. P. Brasoveanu, Razvan Andonie

Neural Process. Lett., 2021

Learning in Convolutional Neural Networks Accelerated by Transfer Entropy.

Adrian Moldovan, Angel Cataron, Razvan Andonie

Entropy, 2021

Context-Sensitive Visualization of Deep Learning Natural Language Processing Models.

Andrew Dunn, Diana Inkpen, Razvan Andonie

Proceedings of the 25th International Conference Information Visualisation, 2021

2020

Weighted Random Search for CNN Hyperparameter Optimization.

Razvan Andonie, Adrian-Catalin Florea

Int. J. Comput. Commun. Control, 2020

Semiotic Aggregation in Deep Learning.

Bogdan Musat, Razvan Andonie

Entropy, 2020

Learning in Feedforward Neural Networks Accelerated by Transfer Entropy.

Adrian Moldovan, Angel Cataron, Razvan Andonie

Entropy, 2020

Visualizing Transformers for NLP: A Brief Survey.

Adrian M. P. Brasoveanu, Razvan Andonie

Proceedings of the 24th International Conference on Information Visualisation, 2020

2019

Hyperparameter optimization in learning systems.

Razvan Andonie

J. Membr. Comput., 2019

Weighted Random Search for Hyperparameter Optimization.

Adrian-Catalin Florea, Razvan Andonie

Int. J. Comput. Commun. Control, 2019

Semantic Fake News Detection: A Machine Learning Perspective.

Adrian M. P. Brasoveanu, Razvan Andonie

Proceedings of the Advances in Computational Intelligence, 2019

Classification of Stars using Stellar Spectra collected by the Sloan Digital Sky Survey.

Michael Brice, Razvan Andonie

Proceedings of the International Joint Conference on Neural Networks, 2019

2018

Parallel Bayesian ARTMAP and Its OpenCL Implementation.

István Lorentz, Razvan Andonie, Lucian Mircea Sasu

Neural Process. Lett., 2018

Transfer Information Energy: A Quantitative Indicator of Information Transfer between Time Series.

Angel Cataron, Razvan Andonie

Entropy, 2018

A Dynamic Early Stopping Criterion for Random Search in SVM Hyperparameter Optimization.

Adrian-Catalin Florea, Razvan Andonie

Proceedings of the Artificial Intelligence Applications and Innovations, 2018

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

Proceedings of the IEEE Games, Entertainment, Media Conference, 2018

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

Parallel Implementation of a Bug Report Assignment Recommender Using Deep Learning.

Adrian-Catalin Florea, John Anvik, Razvan Andonie

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017

Transfer Information Energy: A Quantitative Causality Indicator Between Time Series.

Angel Cataron, Razvan Andonie

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017

Spark-Based Cluster Implementation of a Bug Report Assignment Recommender System.

Adrian-Catalin Florea, John Anvik, Razvan Andonie

Proceedings of the Artificial Intelligence and Soft Computing, 2017

2016

Incremental and Decremental SVM for Regression.

Honorius Gâlmeanu, Lucian Mircea Sasu, Razvan Andonie

Int. J. Comput. Commun. Control, 2016

Mortality rate modeling of joint lives and survivor insurance contracts tested by a novel unilateral dependence measure.

Yvonne Chueh, Angel Cataron, Razvan Andonie

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Cost efficient prediction of Cabernet Sauvignon wine quality.

Razvan Andonie, Anne M. Johansen, Amy L. Mumma, Holly C. Pinkart, Szilárd Vajda

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Comparison of Recent Machine Learning Techniques for Gender Recognition from Facial Images.

Joseph Lemley, Sami Abdul-Wahid, Dipayan Banik, Razvan Andonie

Proceedings of the 27th Modern Artificial Intelligence and Cognitive Science Conference 2016, 2016

Big Holes in Big Data: A Monte Carlo Algorithm for Detecting Large Hyper-Rectangles in High Dimensional Data.

Joseph Lemley, Filip Jagodzinski, Razvan Andonie

Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016

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

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

Massively Parallel kNN using CUDA on Spam-Classification.

Joshua M. Smithrud, Patrick McElroy, Razvan Andonie

Proceedings of the 26th Modern AI and Cognitive Science Conference 2015, 2015

Sensor signal clustering with Self-Organizing Maps.

Razvan Popovici, Razvan Andonie

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Music genre classification with Self-Organizing Maps and edit distance.

Razvan Popovici, Razvan Andonie

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Financial data analysis using the informational energy unilateral dependency measure.

Angel Cataron, Razvan Andonie, Yvonne Chueh

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

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

Proceedings of the 2014 IEEE Symposium on Computational Intelligence for Multimedia, 2014

kNN estimation of the unilateral dependency measure between random variables.

Angel Cataron, Razvan Andonie, Yvonne Chueh

Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014

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

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2014

2013

Bayesian ARTMAP for regression.

Lucian Mircea Sasu, Razvan Andonie

Neural Networks, 2013

Asymptotically Unbiased Estimator of the Informational Energy with kNN.

Angel Cataron, Razvan Andonie, Yvonne Chueh

Int. J. Comput. Commun. Control, 2013

2012

Function Approximation with ARTMAP Architectures.

Lucian Mircea Sasu, Razvan Andonie

Int. J. Comput. Commun. Control, 2012

Clustering Superpeers in P2P Networks by Growing Neural Gas.

Mihai Dumitrescu, Razvan Andonie

Proceedings of the 20th Euromicro International Conference on Parallel, 2012

Molecular distance geometry optimization using geometric build-up and evolutionary techniques on GPU.

Levente Fabry-Asztalos, István Lorentz, Razvan Andonie

Proceedings of the 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2012

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

An Implementation of Evolutionary Computation Operators in OpenCL.

István Lorentz, Razvan Andonie, Mihaela Malita

Proceedings of the Intelligent Distributed Computing V - Proceedings of the 5th International Symposium on Intelligent Distributed Computing - IDC 2011, Delft, The Netherlands, 2011

2010

Energy Supervised Relevance Neural Gas for Feature Ranking.

Angel Cataron, Razvan Andonie

Neural Process. Lett., 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

Extreme Data Mining: Inference from Small Datasets.

Razvan Andonie

Int. J. Comput. Commun. Control, 2010

Fitting FFT onto an energy efficient massively parallel architecture.

István Lorentz, Mihaela Malita, Razvan Andonie

Proceedings of the Second International Forum on Next-Generation Multicore/Manycore Technologies, 2010

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

An Adaptive Replication Algorithm in P2P File Systems with Unreliable Nodes.

Razvan Andonie, Luke Magill, James L. Schwing, Ben Sisson, Brandon Wysocki

Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2009

Fuzzy ARTMAP rule extraction in computational chemistry.

Razvan Andonie, Levente Fabry-Asztalos, Bogdan Crivat, Sarah Abdul-Wahid, Badi Abdul-Wahid

Proceedings of the International Joint Conference on Neural Networks, 2009

2008

Implementation Issues of an Incremental and Decremental SVM.

Honorius Gâlmeanu, Razvan Andonie

Proceedings of the Artificial Neural Networks, 2008

2007

Crossing the Rubicon: A Generic Intelligent Advisor.

Razvan Andonie, J. Edward Russo, Rishi Dean

Int. J. Comput. Commun. Control, 2007

Adaptive Distributed Database Replication Through Colonies of Pogo Ants.

Sarah Abdul-Wahid, Razvan Andonie, Joseph Lemley, James L. Schwing, Jonathan Widger

Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007

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

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2007

2006

Fuzzy ARTMAP with input relevances.

Razvan Andonie, Lucian Mircea Sasu

IEEE Trans. Neural Networks, 2006

An efficient concurrent implementation of a neural network algorithm.

Razvan Andonie, Anthony T. Chronopoulos, Daniel Grosu, Honorius Gâlmeanu

Concurr. Comput. Pract. Exp., 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

Proceedings of the International Joint Conference on Neural Networks, 2006

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

Proceedings of the Second IASTED International Conference on Computational Intelligence, 2006

2005

Using Kolmogorov Inspired Gates for Low Power Nanoelectronics.

Valeriu Beiu, Artur Zawadski, Razvan Andonie, Snorre Aunet

Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

Informational Energy Kernel for LVQ.

Angel Cataron, Razvan Andonie

Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

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

Proceedings of the 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2005

2004

Convergence properties of a fuzzy ARTMAP network.

Razvan Andonie, Lucian Mircea Sasu

Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004

Neural networks for data mining: constrains and open problems.

Razvan Andonie, Boris Kovalerchuk

Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004

An informational energy LVQ approach for feature ranking.

Razvan Andonie, Angel Cataron

Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004

2003

A Modified Fuzzy ARTMAP Architecture for Incremental Learning Function Approximation.

Razvan Andonie, Lucian Mircea Sasu, Valeriu Beiu

Proceedings of the IASTED International Conference on Neural Networks and Computational Intelligence, 2003

A Fuzzy ARTMAP Probability Estimator with Relevance Factor.

Razvan Andonie, Lucian Mircea Sasu

Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003

2001

A Class of Loop Self-Scheduling for Heterogeneous Clusters.

Anthony T. Chronopoulos, Manuel Benche, Daniel Grosu, Razvan Andonie

Proceedings of the 2001 IEEE International Conference on Cluster Computing (CLUSTER 2001), 2001