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2020 – today
- 2025
[j28]Razvan Andonie, Angel Cataron, Adrian Moldovan:
Transfer Entropy in Deep Neural Networks. Int. J. Comput. Commun. Control 20(1) (2025)- 2024
- [j27]Razvan Andonie, Bogdan Musat:
Signs and Supersigns in Deep Learning. Int. J. Comput. Commun. Control 19(1) (2024) - [c52]Adel N. Abdalla, Jared Osborne, Razvan Andonie:
Emotion Manipulation Through Music - A Deep Learning Interactive Visual Approach. IV 2024: 1-6 - [c51]Honorius Gâlmeanu, Razvan Andonie:
Concept Drift Visualization of SVM with Shifting Window. IV 2024: 1-7 - [c50]Adrian Moldovan, Angel Cataron, Razvan Andonie:
Transfer Entropy in Graph Convolutional Neural Networks. IV 2024: 1-7 - [c49]Adrian M. P. Brasoveanu, Arno Scharl, Lyndon J. B. Nixon, Razvan Andonie:
Visualizing Large Language Models: A Brief Survey. IV 2024: 236-245 - [e4]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:
28th International Conference Information Visualisation, IV 2024, Coimbra, Portugal, July 22-26, 2024. IEEE 2024, ISBN 979-8-3503-8016-3 [contents] - [i15]Adrian Moldovan, Angel Cataron, Razvan Andonie:
Information Plane Analysis Visualization in Deep Learning via Transfer Entropy. CoRR abs/2404.01364 (2024) - [i14]Adrian Moldovan, Angel Cataron, Razvan Andonie:
Learning in Convolutional Neural Networks Accelerated by Transfer Entropy. CoRR abs/2404.02943 (2024) - [i13]Adrian Moldovan, Angel Cataron, Razvan Andonie:
Transfer Entropy in Graph Convolutional Neural Networks. CoRR abs/2406.06632 (2024) - [i12]Adel N. Abdalla, Jared Osborne, Razvan Andonie:
Emotion Manipulation Through Music - A Deep Learning Interactive Visual Approach. CoRR abs/2406.08623 (2024) - [i11]Honorius Gâlmeanu, Razvan Andonie:
Concept Drift Visualization of SVM with Shifting Window. CoRR abs/2406.13754 (2024) - 2023
- [c48]Bogdan Musat, Razvan Andonie:
Pruning Convolutional Filters via Reinforcement Learning with Entropy Minimization. ICAISC (1) 2023: 167-180 - [c47]Adrian Moldovan
, Angel Cataron, Razvan Andonie:
Information Plane Analysis Visualization in Deep Learning via Transfer Entropy. IV 2023: 278-285 - [c46]Bogdan Musat, Razvan Andonie:
Accelerating Convolutional Neural Network Pruning via Spatial Aura Entropy. IV 2023: 286-291 - [e3]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:
27th International Conference Information Visualisation, IV 2023, Tampere, Finland, July 25-28, 2023. IEEE 2023, ISBN 979-8-3503-4161-4 [contents] - [i10]Bogdan Musat, Razvan Andonie:
Pruning Convolutional Filters via Reinforcement Learning with Entropy Minimization. CoRR abs/2312.04918 (2023) - [i9]Bogdan Musat, Razvan Andonie:
Accelerating Convolutional Neural Network Pruning via Spatial Aura Entropy. CoRR abs/2312.04926 (2023) - 2022
- [j26]Bogdan Musat, Razvan Andonie:
Information Bottleneck in Deep Learning - A Semiotic Approach. Int. J. Comput. Commun. Control 17(1) (2022) - [j25]Honorius Gâlmeanu, Razvan Andonie:
Weighted Incremental-Decremental Support Vector Machines for concept drift with shifting window. Neural Networks 152: 528-541 (2022) - [c45]Chao Huang Lin, Razvan Andonie, Adrian-Catalin Florea:
Optimized Fully Convolutional Neural Network Encoder for Water Detection in SAR Images. IV 2022: 343-350 - [c44]Andrew Dunn, Diana Inkpen, Razvan Andonie:
Evaluation of Deep Learning Context-Sensitive Visualization Models. IV 2022: 359-365 - [e2]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:
26th International Conference Information Visualisation, IV 2022, Vienna, Austria, July 19-22, 2022. IEEE 2022, ISBN 978-1-6654-9007-8 [contents] - [i8]Boris Kovalerchuk, Razvan Andonie, Nuno Datia, Kawa Nazemi, Ebad Banissi:
Visual Knowledge Discovery with Artificial Intelligence: Challenges and Future Directions. CoRR abs/2205.01296 (2022) - [i7]Adrian M. P. Brasoveanu, Razvan Andonie:
Visualizing and Explaining Language Models. CoRR abs/2205.10238 (2022) - 2021
- [j24]Adrian Moldovan, Angel Cataron, Razvan Andonie:
Learning in Convolutional Neural Networks Accelerated by Transfer Entropy. Entropy 23(9): 1218 (2021) - [j23]Adrian M. P. Brasoveanu, Razvan Andonie:
Integrating Machine Learning Techniques in Semantic Fake News Detection. Neural Process. Lett. 53(5): 3055-3072 (2021) - [c43]Andrew Dunn, Diana Inkpen, Razvan Andonie:
Context-Sensitive Visualization of Deep Learning Natural Language Processing Models. IV 2021: 170-175 - [i6]Bogdan Musat, Razvan Andonie:
Semiotic Aggregation in Deep Learning. CoRR abs/2104.10931 (2021) - [i5]Adrian Moldovan, Angel Cataron, Razvan Andonie:
Learning in Feedforward Neural Networks Accelerated by Transfer Entropy. CoRR abs/2104.14616 (2021) - [i4]Andrew Dunn, Diana Inkpen, Razvan Andonie:
Context-Sensitive Visualization of Deep Learning Natural Language Processing Models. CoRR abs/2105.12202 (2021) - 2020
- [j22]Adrian Moldovan, Angel Cataron, Razvan Andonie:
Learning in Feedforward Neural Networks Accelerated by Transfer Entropy. Entropy 22(1): 102 (2020) - [j21]Bogdan Musat, Razvan Andonie:
Semiotic Aggregation in Deep Learning. Entropy 22(12): 1365 (2020) - [j20]Razvan Andonie, Adrian-Catalin Florea:
Weighted Random Search for CNN Hyperparameter Optimization. Int. J. Comput. Commun. Control 15(2) (2020) - [c42]Adrian M. P. Brasoveanu, Razvan Andonie:
Visualizing Transformers for NLP: A Brief Survey. IV 2020: 270-279 - [e1]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:
24th International Conference on Information Visualisation, IV 2020, Melbourne, Australia, September 7-11, 2020. IEEE 2020, ISBN 978-1-7281-9134-8 [contents] - [i3]Razvan Andonie, Adrian-Catalin Florea:
Weighted Random Search for CNN Hyperparameter Optimization. CoRR abs/2003.13300 (2020) - [i2]Adrian-Catalin Florea, Razvan Andonie:
Weighted Random Search for Hyperparameter Optimization. CoRR abs/2004.01628 (2020)
2010 – 2019
- 2019
- [j19]Adrian-Catalin Florea, Razvan Andonie:
Weighted Random Search for Hyperparameter Optimization. Int. J. Comput. Commun. Control 14(2): 154-169 (2019) - [j18]Razvan Andonie:
Hyperparameter optimization in learning systems. J. Membr. Comput. 1(4): 279-291 (2019) - [c41]Michael Brice, Razvan Andonie:
Classification of Stars using Stellar Spectra collected by the Sloan Digital Sky Survey. IJCNN 2019: 1-8 - [c40]Adrian M. P. Brasoveanu, Razvan Andonie:
Semantic Fake News Detection: A Machine Learning Perspective. IWANN (1) 2019: 656-667 - 2018
- [j17]Angel Cataron, Razvan Andonie:
Transfer Information Energy: A Quantitative Indicator of Information Transfer between Time Series. Entropy 20(5): 323 (2018) - [j16]István Lorentz, Razvan Andonie, Lucian Mircea Sasu:
Parallel Bayesian ARTMAP and Its OpenCL Implementation. Neural Process. Lett. 47(2): 491-507 (2018) - [c39]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: 1-9 - [c38]Adrian-Catalin Florea, Razvan Andonie:
A Dynamic Early Stopping Criterion for Random Search in SVM Hyperparameter Optimization. AIAI 2018: 168-180 - 2017
- [j15]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): 475-491 (2017) - [c37]Adrian-Catalin Florea, John Anvik, Razvan Andonie:
Spark-Based Cluster Implementation of a Bug Report Assignment Recommender System. ICAISC (2) 2017: 31-42 - [c36]Adrian-Catalin Florea, John Anvik, Razvan Andonie:
Parallel Implementation of a Bug Report Assignment Recommender Using Deep Learning. ICANN (2) 2017: 64-71 - [c35]Angel Cataron, Razvan Andonie:
Transfer Information Energy: A Quantitative Causality Indicator Between Time Series. ICANN (2) 2017: 512-519 - [i1]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 abs/1704.00683 (2017) - 2016
- [j14]Honorius Gâlmeanu, Lucian Mircea Sasu, Razvan Andonie:
Incremental and Decremental SVM for Regression. Int. J. Comput. Commun. Control 11(6): 755-775 (2016) - [c34]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: 563-571 - [c33]Joseph Lemley, Sami Abdul-Wahid, Dipayan Banik, Razvan Andonie:
Comparison of Recent Machine Learning Techniques for Gender Recognition from Facial Images. MAICS 2016: 97-102 - [c32]Razvan Andonie, Anne M. Johansen, Amy L. Mumma, Holly C. Pinkart, Szilárd Vajda:
Cost efficient prediction of Cabernet Sauvignon wine quality. SSCI 2016: 1-8 - [c31]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: 1-8 - 2015
- [j13]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): 78-88 (2015) - [j12]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): 3250-3263 (2015) - [c30]Angel Cataron, Razvan Andonie, Yvonne Chueh:
Financial data analysis using the informational energy unilateral dependency measure. IJCNN 2015: 1-8 - [c29]Razvan Popovici, Razvan Andonie:
Music genre classification with Self-Organizing Maps and edit distance. IJCNN 2015: 1-7 - [c28]Razvan Popovici, Razvan Andonie:
Sensor signal clustering with Self-Organizing Maps. IJCNN 2015: 1-8 - [c27]Joshua M. Smithrud, Patrick McElroy, Razvan Andonie:
Massively Parallel kNN using CUDA on Spam-Classification. MAICS 2015: 175-180 - 2014
- [c26]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: 1-8 - [c25]Angel Cataron, Razvan Andonie, Yvonne Chueh:
kNN estimation of the unilateral dependency measure between random variables. CIDM 2014: 471-478 - [c24]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: 182-189 - 2013
- [j11]Angel Cataron, Razvan Andonie, Yvonne Chueh:
Asymptotically Unbiased Estimator of the Informational Energy with kNN. Int. J. Comput. Commun. Control 8(5): 689-698 (2013) - [j10]Lucian Mircea Sasu, Razvan Andonie:
Bayesian ARTMAP for regression. Neural Networks 46: 23-31 (2013) - 2012
- [j9]Lucian Mircea Sasu, Razvan Andonie:
Function Approximation with ARTMAP Architectures. Int. J. Comput. Commun. Control 7(5): 957-967 (2012) - [c23]Levente Fabry-Asztalos, István Lorentz, Razvan Andonie:
Molecular distance geometry optimization using geometric build-up and evolutionary techniques on GPU. CIBCB 2012: 321-328 - [c22]Mihai Dumitrescu, Razvan Andonie:
Clustering Superpeers in P2P Networks by Growing Neural Gas. PDP 2012: 311-318 - 2011
- [j8]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): 80-93 (2011) - [c21]István Lorentz, Razvan Andonie, Mihaela Malita:
An Implementation of Evolutionary Computation Operators in OpenCL. IDC 2011: 103-113 - 2010
- [j7]Razvan Andonie:
Extreme Data Mining: Inference from Small Datasets. Int. J. Comput. Commun. Control 5(3): 280-291 (2010) - [j6]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): 432-446 (2010) - [j5]Angel Cataron, Razvan Andonie:
Energy Supervised Relevance Neural Gas for Feature Ranking. Neural Process. Lett. 32(1): 59-73 (2010) - [c20]István Lorentz, Mihaela Malita, Razvan Andonie:
Fitting FFT onto an energy efficient massively parallel architecture. IFMT 2010: 8:1-8:11
2000 – 2009
- 2009
- [j4]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): 104-117 (2009) - [c19]Razvan Andonie, Levente Fabry-Asztalos, Bogdan Crivat, Sarah Abdul-Wahid, Badi Abdul-Wahid:
Fuzzy ARTMAP rule extraction in computational chemistry. IJCNN 2009: 157-163 - [c18]Razvan Andonie, Luke Magill, James L. Schwing, Ben Sisson, Brandon Wysocki:
An Adaptive Replication Algorithm in P2P File Systems with Unreliable Nodes. PDPTA 2009: 398-404 - 2008
- [c17]Honorius Gâlmeanu, Razvan Andonie:
Implementation Issues of an Incremental and Decremental SVM. ICANN (1) 2008: 325-335 - 2007
- [j3]Razvan Andonie, J. Edward Russo, Rishi Dean:
Crossing the Rubicon: A Generic Intelligent Advisor. Int. J. Comput. Commun. Control 2(1): 5-16 (2007) - [c16]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: 56-61 - [c15]Sarah Abdul-Wahid, Razvan Andonie, Joseph Lemley, James L. Schwing, Jonathan Widger:
Adaptive Distributed Database Replication Through Colonies of Pogo Ants. IPDPS 2007: 1-8 - 2006
- [j2]Razvan Andonie, Anthony T. Chronopoulos, Daniel Grosu, Honorius Gâlmeanu:
An efficient concurrent implementation of a neural network algorithm. Concurr. Comput. Pract. Exp. 18(12): 1559-1573 (2006) - [j1]Razvan Andonie, Lucian Mircea Sasu:
Fuzzy ARTMAP with input relevances. IEEE Trans. Neural Networks 17(4): 929-941 (2006) - [c14]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: 114-119 - [c13]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: 3805-3812 - 2005
- [c12]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: 113-120 - [c11]Angel Cataron, Razvan Andonie:
Informational Energy Kernel for LVQ. ICANN (2) 2005: 601-606 - [c10]Razvan Andonie, Angel Cataron:
Feature ranking using supervised neural gas and informational energy. IJCNN 2005: 1269-1273 - [c9]Valeriu Beiu, Artur Zawadski, Razvan Andonie, Snorre Aunet:
Using Kolmogorov Inspired Gates for Low Power Nanoelectronics. IWANN 2005: 438-445 - 2004
- [c8]Razvan Andonie, Boris Kovalerchuk:
Neural networks for data mining: constrains and open problems. ESANN 2004: 449-458 - [c7]Razvan Andonie, Angel Cataron:
An informational energy LVQ approach for feature ranking. ESANN 2004: 471-476 - [c6]Razvan Andonie, Lucian Mircea Sasu:
Convergence properties of a fuzzy ARTMAP network. ESANN 2004: 495-500 - [c5]Angel Cataron, Razvan Andonie:
Energy generalized LVQ with relevance factors. IJCNN 2004: 1421-1426 - 2003
- [c4]Razvan Andonie, Lucian Mircea Sasu:
A Fuzzy ARTMAP Probability Estimator with Relevance Factor. ESANN 2003: 367-372 - [c3]Razvan Andonie, Lucian M. Sasu, Valeriu Beiu:
Fuzzy ARTMAP with relevance factor. IJCNN 2003: 1975-1980 - [c2]Razvan Andonie, Lucian Mircea Sasu, Valeriu Beiu:
A Modified Fuzzy ARTMAP Architecture for Incremental Learning Function Approximation. Neural Networks and Computational Intelligence 2003: 124-129 - 2001
- [c1]Anthony T. Chronopoulos, Manuel Benche, Daniel Grosu, Razvan Andonie:
A Class of Loop Self-Scheduling for Heterogeneous Clusters. CLUSTER 2001: 282-
Coauthor Index
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