Razvan Andonie

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 47

Top Topics

Convolutional Neural Network

Top Venues

Int. J. Comput. Commun. Control

Publications

Adrian Moldovan, Angel Cataron, Razvan Andonie
Transfer Entropy in Graph Convolutional Neural Networks. CoRR (2024)
Adrian Moldovan, Angel Cataron, Razvan Andonie
Learning in Convolutional Neural Networks Accelerated by Transfer Entropy. CoRR (2024)
Adrian Moldovan, Angel Cataron, Razvan Andonie
Information Plane Analysis Visualization in Deep Learning via Transfer Entropy. CoRR (2024)
Adel N. Abdalla, Jared Osborne, Razvan Andonie
Emotion Manipulation Through Music - A Deep Learning Interactive Visual Approach. CoRR (2024)
Razvan Andonie, Bogdan Musat
Signs and Supersigns in Deep Learning. Int. J. Comput. Commun. Control 19 (1) (2024)
Honorius Gâlmeanu, Razvan Andonie
Concept Drift Visualization of SVM with Shifting Window. CoRR (2024)
Bogdan Musat, Razvan Andonie
Pruning Convolutional Filters via Reinforcement Learning with Entropy Minimization. ICAISC (1) (2023)
Bogdan Musat, Razvan Andonie
Pruning Convolutional Filters via Reinforcement Learning with Entropy Minimization. CoRR (2023)
Adrian Moldovan, Angel Cataron, Razvan Andonie
Information Plane Analysis Visualization in Deep Learning via Transfer Entropy. IV (2023)
Bogdan Musat, Razvan Andonie
Accelerating Convolutional Neural Network Pruning via Spatial Aura Entropy. CoRR (2023)
Bogdan Musat, Razvan Andonie
Accelerating Convolutional Neural Network Pruning via Spatial Aura Entropy. IV (2023)
Bogdan Musat, Razvan Andonie
Information Bottleneck in Deep Learning - A Semiotic Approach. Int. J. Comput. Commun. Control 17 (1) (2022)
Honorius Gâlmeanu, Razvan Andonie
Weighted Incremental-Decremental Support Vector Machines for concept drift with shifting window. Neural Networks 152 (2022)
Chao Huang Lin, Razvan Andonie, Adrian-Catalin Florea
Optimized Fully Convolutional Neural Network Encoder for Water Detection in SAR Images. IV (2022)
Andrew Dunn, Diana Inkpen, Razvan Andonie
Evaluation of Deep Learning Context-Sensitive Visualization Models. IV (2022)
Adrian M. P. Brasoveanu, Razvan Andonie
Visualizing and Explaining Language Models. CoRR (2022)
Boris Kovalerchuk, Razvan Andonie, Nuno Datia, Kawa Nazemi, Ebad Banissi
Visual Knowledge Discovery with Artificial Intelligence: Challenges and Future Directions. CoRR (2022)
Andrew Dunn, Diana Inkpen, Razvan Andonie
Context-Sensitive Visualization of Deep Learning Natural Language Processing Models. IV (2021)
Bogdan Musat, Razvan Andonie
Semiotic Aggregation in Deep Learning. CoRR (2021)
Adrian Moldovan, Angel Cataron, Razvan Andonie
Learning in Feedforward Neural Networks Accelerated by Transfer Entropy. CoRR (2021)
Adrian M. P. Brasoveanu, Razvan Andonie
Integrating Machine Learning Techniques in Semantic Fake News Detection. Neural Process. Lett. 53 (5) (2021)
Andrew Dunn, Diana Inkpen, Razvan Andonie
Context-Sensitive Visualization of Deep Learning Natural Language Processing Models. CoRR (2021)
Adrian Moldovan, Angel Cataron, Razvan Andonie
Learning in Convolutional Neural Networks Accelerated by Transfer Entropy. Entropy 23 (9) (2021)
Razvan Andonie, Adrian-Catalin Florea
Weighted Random Search for CNN Hyperparameter Optimization. CoRR (2020)
Adrian M. P. Brasoveanu, Razvan Andonie
Visualizing Transformers for NLP: A Brief Survey. IV (2020)
Adrian Moldovan, Angel Cataron, Razvan Andonie
Learning in Feedforward Neural Networks Accelerated by Transfer Entropy. Entropy 22 (1) (2020)
Razvan Andonie, Adrian-Catalin Florea
Weighted Random Search for CNN Hyperparameter Optimization. Int. J. Comput. Commun. Control 15 (2) (2020)
Adrian-Catalin Florea, Razvan Andonie
Weighted Random Search for Hyperparameter Optimization. CoRR (2020)
Bogdan Musat, Razvan Andonie
Semiotic Aggregation in Deep Learning. Entropy 22 (12) (2020)
Adrian-Catalin Florea, Razvan Andonie
Weighted Random Search for Hyperparameter Optimization. Int. J. Comput. Commun. Control 14 (2) (2019)
Michael Brice, Razvan Andonie
Classification of Stars using Stellar Spectra collected by the Sloan Digital Sky Survey. IJCNN (2019)
Razvan Andonie
Hyperparameter optimization in learning systems. J. Membr. Comput. 1 (4) (2019)
Adrian M. P. Brasoveanu, Razvan Andonie
Semantic Fake News Detection: A Machine Learning Perspective. IWANN (1) (2019)
Joseph Lemley, Razvan Andonie, Ashur Odaht, Pushpinder Heer, Jonathan Widger, Berk Erkul, Lukas Magill, Kyle Littlefield
CWU-Chess: An Adaptive Chess Program that Improves After Each Game. GEM (2018)
István Lorentz, Razvan Andonie, Lucian Mircea Sasu
Parallel Bayesian ARTMAP and Its OpenCL Implementation. Neural Process. Lett. 47 (2) (2018)
Angel Cataron, Razvan Andonie
Transfer Information Energy: A Quantitative Indicator of Information Transfer between Time Series. Entropy 20 (5) (2018)
Adrian-Catalin Florea, Razvan Andonie
A Dynamic Early Stopping Criterion for Random Search in SVM Hyperparameter Optimization. AIAI (2018)
Adrian-Catalin Florea, John Anvik, Razvan Andonie
Parallel Implementation of a Bug Report Assignment Recommender Using Deep Learning. ICANN (2) (2017)
Adrian-Catalin Florea, John Anvik, Razvan Andonie
Spark-Based Cluster Implementation of a Bug Report Assignment Recommender System. ICAISC (2) (2017)
Angel Cataron, Razvan Andonie, Yvonne Chueh
Asymptotically Unbiased Estimation of A Nonsymmetric Dependence Measure Applied to Sensor Data Analytics and Financial Time Series. Int. J. Comput. Commun. Control 12 (4) (2017)
Joseph Lemley, Filip Jagodzinski, Razvan Andonie
Big Holes in Big Data: A Monte Carlo Algorithm for Detecting Large Hyper-rectangles in High Dimensional Data. CoRR (2017)
Angel Cataron, Razvan Andonie
Transfer Information Energy: A Quantitative Causality Indicator Between Time Series. ICANN (2) (2017)
Joseph Lemley, Filip Jagodzinski, Razvan Andonie
Big Holes in Big Data: A Monte Carlo Algorithm for Detecting Large Hyper-Rectangles in High Dimensional Data. COMPSAC (2016)
Joseph Lemley, Sami Abdul-Wahid, Dipayan Banik, Razvan Andonie
Comparison of Recent Machine Learning Techniques for Gender Recognition from Facial Images. MAICS (2016)
Razvan Andonie, Anne M. Johansen, Amy L. Mumma, Holly C. Pinkart, Szilárd Vajda
Cost efficient prediction of Cabernet Sauvignon wine quality. SSCI (2016)
Yvonne Chueh, Angel Cataron, Razvan Andonie
Mortality rate modeling of joint lives and survivor insurance contracts tested by a novel unilateral dependence measure. SSCI (2016)
Honorius Gâlmeanu, Lucian Mircea Sasu, Razvan Andonie
Incremental and Decremental SVM for Regression. Int. J. Comput. Commun. Control 11 (6) (2016)
István Lorentz, Razvan Andonie, Levente Fabry-Asztalos
Accelerating Molecular Structure Determination Based on Inter-Atomic Distances Using OpenCL. IEEE Trans. Parallel Distributed Syst. 26 (12) (2015)
Angel Cataron, Razvan Andonie, Yvonne Chueh
Financial data analysis using the informational energy unilateral dependency measure. IJCNN (2015)
Joshua M. Smithrud, Patrick McElroy, Razvan Andonie
Massively Parallel kNN using CUDA on Spam-Classification. MAICS (2015)
Razvan Popovici, Razvan Andonie
Sensor signal clustering with Self-Organizing Maps. IJCNN (2015)
Razvan Popovici, Razvan Andonie
Music genre classification with Self-Organizing Maps and edit distance. IJCNN (2015)
Razvan Popovici, Razvan Andonie, Walter M. Szeliga, Timothy I. Melbourne, Craig W. Scrivner
Real-time Monitoring of Tectonic Displacements in the Pacific Northwest through an Array of GPS Receivers. Int. J. Comput. Commun. Control 10 (1) (2015)
Razvan Andonie, Levente Fabry-Asztalos, Lucian Mircea Sasu
Bayesian ARTMAP prediction of biological activities for potential HIV-1 protease inhibitors using a small molecular dataset. CIBCB (2014)
Angel Cataron, Razvan Andonie, Yvonne Chueh
kNN estimation of the unilateral dependency measure between random variables. CIDM (2014)
Razvan Popovici, Razvan Andonie, Walter M. Szeliga, Timothy I. Melbourne, Craig W. Scrivner
Clustering and visualization of geodetic array data streams using self-organizing maps. CIMSIVP (2014)
Lucian Mircea Sasu, Razvan Andonie
Bayesian ARTMAP for regression. Neural Networks 46 (2013)
Angel Cataron, Razvan Andonie, Yvonne Chueh
Asymptotically Unbiased Estimator of the Informational Energy with kNN. Int. J. Comput. Commun. Control 8 (5) (2013)
Lucian Mircea Sasu, Razvan Andonie
Function Approximation with ARTMAP Architectures. Int. J. Comput. Commun. Control 7 (5) (2012)
Levente Fabry-Asztalos, István Lorentz, Razvan Andonie
Molecular distance geometry optimization using geometric build-up and evolutionary techniques on GPU. CIBCB (2012)
Mihai Dumitrescu, Razvan Andonie
Clustering Superpeers in P2P Networks by Growing Neural Gas. PDP (2012)
Razvan Andonie, Levente Fabry-Asztalos, Christopher B. Abdul-Wahid, Sarah Abdul-Wahid, Grant I. Barker, Lukas Magill
Fuzzy ARTMAP Prediction of Biological Activities for Potential HIV-1 Protease Inhibitors Using a Small Molecular Data Set. IEEE ACM Trans. Comput. Biol. Bioinform. 8 (1) (2011)
István Lorentz, Razvan Andonie, Mihaela Malita
An Implementation of Evolutionary Computation Operators in OpenCL. IDC (2011)
Razvan Andonie, Ioan Dzitac
How to Write a Good Paper in Computer Science and HowWill It Be Measured by ISI Web of Knowledge. Int. J. Comput. Commun. Control 5 (4) (2010)
Razvan Andonie
Extreme Data Mining: Inference from Small Datasets. Int. J. Comput. Commun. Control 5 (3) (2010)
István Lorentz, Mihaela Malita, Razvan Andonie
Fitting FFT onto an energy efficient massively parallel architecture. IFMT (2010)
Angel Cataron, Razvan Andonie
Energy Supervised Relevance Neural Gas for Feature Ranking. Neural Process. Lett. 32 (1) (2010)
Razvan Andonie, Lucian Mircea Sasu, Angel Cataron
A Novel Fuzzy ARTMAP Architecture with Adaptive FeatureWeights based on Onicescu's Informational Energy. Int. J. Comput. Commun. Control 4 (2) (2009)
Razvan Andonie, Luke Magill, James L. Schwing, Ben Sisson, Brandon Wysocki
An Adaptive Replication Algorithm in P2P File Systems with Unreliable Nodes. PDPTA (2009)
Razvan Andonie, Levente Fabry-Asztalos, Bogdan Crivat, Sarah Abdul-Wahid, Badi Abdul-Wahid
Fuzzy ARTMAP rule extraction in computational chemistry. IJCNN (2009)
Honorius Gâlmeanu, Razvan Andonie
Implementation Issues of an Incremental and Decremental SVM. ICANN (1) (2008)
Razvan Andonie, J. Edward Russo, Rishi Dean
Crossing the Rubicon: A Generic Intelligent Advisor. Int. J. Comput. Commun. Control 2 (1) (2007)
Sarah Abdul-Wahid, Razvan Andonie, Joseph Lemley, James L. Schwing, Jonathan Widger
Adaptive Distributed Database Replication Through Colonies of Pogo Ants. IPDPS (2007)
Razvan Andonie, Levente Fabry-Asztalos, Lukas Magill, Sarah Abdul-Wahid
A New Fuzzy ARTMAP Approach for Predicting Biological Activity of Potential HIV-1 Protease Inhibitors. BIBM (2007)
Razvan Andonie, Levente Fabry-Asztalos, Sarah Abdul-Wahid, Catharine Collar, Nicholas Salim
An Integrated Soft Computing Approach for Predicting Biological Activity of Potential HIV-1 Protease Inhibitors. IJCNN (2006)
Razvan Andonie, Lucian Mircea Sasu
Fuzzy ARTMAP with input relevances. IEEE Trans. Neural Networks 17 (4) (2006)
Sarah Abdul-Wahid, Razvan Andonie, Joseph Lemley, James L. Schwing, Jonathan Widger
Event-driven load balancing of partially replicated objects through a swarm of mobile agents. Computational Intelligence (2006)
Razvan Andonie, Anthony T. Chronopoulos, Daniel Grosu, Honorius Gâlmeanu
An efficient concurrent implementation of a neural network algorithm. Concurr. Comput. Pract. Exp. 18 (12) (2006)
Angel Cataron, Razvan Andonie
Informational Energy Kernel for LVQ. ICANN (2) (2005)
Valeriu Beiu, Artur Zawadski, Razvan Andonie, Snorre Aunet
Using Kolmogorov Inspired Gates for Low Power Nanoelectronics. IWANN (2005)
Razvan Andonie, Levente Fabry-Asztalos, Catharine Collar, Sarah Abdul-Wahid, Nicholas Salim
Neuro-fuzzy Prediction of Biological Activity and Rule Extraction for HIV-1 Protease Inhibitors. CIBCB (2005)
Razvan Andonie, Boris Kovalerchuk
Neural networks for data mining: constrains and open problems. ESANN (2004)
Razvan Andonie, Lucian Mircea Sasu
Convergence properties of a fuzzy ARTMAP network. ESANN (2004)
Razvan Andonie, Angel Cataron
An informational energy LVQ approach for feature ranking. ESANN (2004)
Razvan Andonie, Lucian Mircea Sasu
A Fuzzy ARTMAP Probability Estimator with Relevance Factor. ESANN (2003)
Razvan Andonie, Lucian Mircea Sasu, Valeriu Beiu
A Modified Fuzzy ARTMAP Architecture for Incremental Learning Function Approximation. Neural Networks and Computational Intelligence (2003)
Anthony T. Chronopoulos, Manuel Benche, Daniel Grosu, Razvan Andonie
A Class of Loop Self-Scheduling for Heterogeneous Clusters. CLUSTER (2001)