Vladimir A. Golovko

43 papers B 3C 1Misc 1Journal 15Unranked 22

Year	Rank	Type	Title / Venue / Authors
2023	B	`conf`	Adaptive Learning Rate for Unsupervised Learning of Deep Neural Networks. IJCNN Vladimir A. Golovko, Egor Mikhno, Aliaksandr Kroschanka, Marta Chodyka, Piotr Lichograj
2023	—	`conf`	Unsupervised Pre-Training of Deep Neural Classifiers. IDAACS Aliaksandr Kroshchanka, Vladimir A. Golovko, Shi Peiwen, Zofia Lubanska
2021	—	`conf`	The Reduction of Fully Connected Neural Network Parameters Using the Pre-training Technique. IDAACS Aliaksandr Kroshchanka, Vladimir A. Golovko
2020	J	`jnl`	Deep multilayer Neural Network for Predicting the Winner of Football Matches. Int. J. Comput. Sergei Anfilets, Sergei V. Bezobrazov, Vladimir A. Golovko, Anatoliy Sachenko, Myroslav Komar, Raman Dolny, Valery Kasyanik, Pavlo Bykovyy, Egor Mikhno, Oleksandr Osolinskyi
2019	J	`jnl`	A soft-computing-based approach to artificial visual attention using human eye-fixation paradigm: toward a human-like skill in robot vision. Soft Comput. Kurosh Madani, Viachaslau Kachurka, Christophe Sabourin, Vladimir A. Golovko
2019	—	`conf`	Artificial Intelligence for Sport Activitity Recognition. IDAACS Sergei V. Bezobrazov, Andrei Sheleh, Sergei Kislyuk, Vladimir A. Golovko, Anatoliy Sachenko, Myroslav Komar, Vitaliy Dorosh, Volodymyr Turchenko
2019	—	`conf`	Deep Convolutional Neural Network for Recognizing the Images of Text Documents. MoMLeT Vladimir A. Golovko, Aliaksandr Kroshchanka, Egor Mikhno, Myroslav Komar, Anatoliy Sachenko, Sergei V. Bezobrazov, Inna Shylinska
2019	—	`conf`	Neural Network Approach for Semantic Coding of Words. ISDMCI Vladimir A. Golovko, Alexander Kroshchanka, Myroslav Komar, Anatoliy Sachenko
2018	J	`jnl`	A human-like visual-attention-based artificial vision system for wildland firefighting assistance. Appl. Intell. Kurosh Madani, Viachaslau Kachurka, Christophe Sabourin, Véronique Amarger, Vladimir A. Golovko, Lucile Rossi
2018	—	`conf`	Deep Neural Network for Image Recognition Based on the Caffe Framework. DSMP Myroslav Komar, Pavlo Yakobchuk, Vladimir A. Golovko, Vitaliy Dorosh, Anatoliy Sachenko
2017	—	`conf`	Convolutional neural network based solar photovoltaic panel detection in satellite photos. IDAACS Vladimir A. Golovko, Sergei V. Bezobrazov, Alexander Kroshchanka, Anatoliy Sachenko, Myroslav Komar, Andriy F. Karachka
2017	—	`conf`	High performance adaptive system for cyber attacks detection. IDAACS Myroslav Komar, Volodymyr Kochan, Lesia Dubchak, Anatoliy Sachenko, Vladimir A. Golovko, Sergei V. Bezobrazov, Ihor Romanets
2016	—	`conf`	Intelligent Cyber Defense System Using Artificial Neural Network and Immune System Techniques. ICTERI (Revised Selected Papers) Myroslav Komar, Anatoliy Sachenko, Sergei V. Bezobrazov, Vladimir A. Golovko
2016	Misc	`conf`	Intelligent Cyber Defense System. ICTERI Myroslav Komar, Anatoliy Sachenko, Sergei V. Bezobrazov, Vladimir A. Golovko
2016	—	`conf`	Theoretical Notes on Unsupervised Learning in Deep Neural Networks. IJCCI (NCTA) Vladimir A. Golovko, Aliaksandr Kroshchanka
2015	—	`conf`	A new technique for restricted Boltzmann machine learning. IDAACS Vladimir A. Golovko, Aliaksandr Kroshchanka, Volodymyr Turchenko, Stanislaw Jankowski, Douglas Treadwell
2015	—	`conf`	From Human Eye Fixation to Human-like Autonomous Artificial Vision. IWANN (1) Viachaslau Kachurka, Kurosh Madani, Christophe Sabourin, Vladimir A. Golovko
2015	J	`jnl`	Towards Automatic epileptic seizure Detection in EEGs based on Neural Networks and largest Lyapunov Exponent. Int. J. Comput. Vladimir A. Golovko, Svetlana Artsiomenka, Volha Kisten, Victor Evstigneev
2015	—	`conf`	Visual saliency based approach to object detection in computer vision systems: Real life applications. IDAACS Viachaslau Kachurka, Kurosh Madani, Christophe Sabourin, Vladimir A. Golovko
2014	—	`conf`	Parallel batch pattern training algorithm for deep neural network. HPCS Volodymyr Turchenko, Vladimir A. Golovko
2013	—	`conf`	A multi-agent reinforcement learning approach for the efficient control of mobile robot. IDAACS Uladzimir Dziomin, Anton Kabysh, Vladimir A. Golovko, Ralf Stetter
2013	—	`conf`	Development of neural network immune detectors for computer attacks recognition and classification. IDAACS Myroslav Komar, Vladimir A. Golovko, Anatoly Sachenko, Sergei V. Bezobrazov
2012	J	`jnl`	Fusion of recirculation Neural Networks for Real-Time Network Intrusion Detection and Recognition. Int. J. Comput. Pavel Kachurka, Vladimir A. Golovko
2012	J	`jnl`	General Model for Organizing Interactions in Multi-Agent Systems. Int. J. Comput. Anton Kabysh, Vladimir A. Golovko
2012	J	`jnl`	Influence Learning for Multi-Agent System based on Reinforcement Learning. Int. J. Comput. Anton Kabysh, Vladimir A. Golovko, Arunas Lipnickas
2012	—	`conf`	Parallel Batch Pattern Training of Recirculation Neural Network. ICINCO (1) Volodymyr Turchenko, Vladimir A. Golovko, Anatoly Sachenko
2011	—	`conf`	Evolution of immune detectors in intelligent security system for malware detection. IDAACS (2) Vladimir A. Golovko, Sergei V. Bezobrazov, Vasilii Melianchuk, Myroslav Komar
2011	—	`conf`	Intelligent system for detection of networking intrusion. IDAACS (1) Myroslav Komar, Vladimir A. Golovko, Anatoly Sachenko, Sergei V. Bezobrazov
2011	—	`conf`	Neural network approach to real-time network intrusion detection and recognition. IDAACS (1) Pavel Kachurka, Vladimir A. Golovko
2010	—	`ch.`	Neural Network and Artificial Immune Systems for Malware and Network Intrusion Detection. Advances in Machine Learning II Vladimir A. Golovko, Sergei V. Bezobrazov, Pavel Kachurka, Leanid U. Vaitsekhovich
2008	J	`jnl`	Artificial Immune Systems Approach for Malware Detection: Neural Networks Applying for Immune detectors Construction. Int. J. Comput. Sergei V. Bezobrazov, Vladimir A. Golovko
2008	J	`jnl`	Implementation of Neural Networks and Boosting Algorithms for Effective Intrusion Detection. Int. J. Comput. Vladimir A. Golovko, Leanid U. Vaitsekhovich
2008	J	`jnl`	Neural-Network Segmentation of electroencephalogram signals for epileptiform Activity Detection. Int. J. Comput. Svetlana V. Bezobrazova, Vladimir A. Golovko
2007	B	`conf`	Application of Neural Networks to the Electroencephalogram Analysis for Epilepsy Detection. IJCNN Vladimir A. Golovko, Svetlana V. Bezobrazova, Sergei V. Bezobrazov, Uladzimir S. Rubanau
2007	B	`conf`	Dimensionality Reduction and Attack Recognition using Neural Network Approaches. IJCNN Vladimir A. Golovko, Leanid U. Vaitsekhovich, Pavel A. Kochurko, Uladzimir S. Rubanau
2006	J	`jnl`	Neural Network Approaches for Intrusion Detection and Recognition. Int. J. Comput. Vladimir A. Golovko, Leanid U. Vaitsekhovich
2005	J	`jnl`	Intrusion Recognition using Neural Networks. Int. J. Comput. Vladimir A. Golovko, Pavel A. Kochurko
2004	J	`jnl`	Computing of Lyapunov exponents Techniques using Neural Networks. Int. J. Comput. Vladimir A. Golovko, Yury Savitsky
2003	J	`jnl`	Estimation of the Lyapunov spectrum from One-dimensional observations using Neural Networks. Int. J. Comput. Vladimir A. Golovko
2003	C	`conf`	Infrared Sensor Data Correction for Local Area Map Construction by a Mobile Robot. IEA/AIE Vasyl Koval, Volodymyr Turchenko, Anatoly Sachenko, José Antonio Becerra, Richard J. Duro, Vladimir A. Golovko
2002	J	`jnl`	нейросетевой подход определения показателей ляпупова для хаотических процессов. Int. J. Comput. Vladimir A. Golovko, Yury Savitsky
2000	—	`conf`	Sensor Errors Prediction Using Neural Networks. IJCNN (4) Anatoly Sachenko, Volodymyr Kochan, Volodymyr Turchenko, Vladimir A. Golovko, Yury Savitsky, A. Dunets, Theodore Laopoulos
2000	—	`conf`	Technique of Learning Rate Estimation for Efficient Training of MLP. IJCNN (1) Vladimir A. Golovko, Yury Savitsky, Anatoly Sachenko, Theodore Laopoulos, Lucio Grandinetti