Vladimir A. Golovko

Orcid: 0000-0003-2615-289X

According to our database1, Vladimir A. Golovko authored at least 43 papers between 2000 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2023
Adaptive Learning Rate for Unsupervised Learning of Deep Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2023

Unsupervised Pre-Training of Deep Neural Classifiers.
Proceedings of the 12th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2023

2021
The Reduction of Fully Connected Neural Network Parameters Using the Pre-training Technique.
Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021

2020
Deep multilayer Neural Network for Predicting the Winner of Football Matches.
Int. J. Comput., 2020

2019
A soft-computing-based approach to artificial visual attention using human eye-fixation paradigm: toward a human-like skill in robot vision.
Soft Comput., 2019

Deep Convolutional Neural Network for Recognizing the Images of Text Documents.
Proceedings of the Modern Machine Learning Technologies, 2019

Neural Network Approach for Semantic Coding of Words.
Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2019

Artificial Intelligence for Sport Activitity Recognition.
Proceedings of the 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2019

2018
A human-like visual-attention-based artificial vision system for wildland firefighting assistance.
Appl. Intell., 2018

Deep Neural Network for Image Recognition Based on the Caffe Framework.
Proceedings of the Second International Conference on Data Stream Mining & Processing, 2018

2017
High performance adaptive system for cyber attacks detection.
Proceedings of the 9th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2017

Convolutional neural network based solar photovoltaic panel detection in satellite photos.
Proceedings of the 9th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2017

2016
Theoretical Notes on Unsupervised Learning in Deep Neural Networks.
Proceedings of the 8th International Joint Conference on Computational Intelligence, 2016

Intelligent Cyber Defense System Using Artificial Neural Network and Immune System Techniques.
Proceedings of the Information and Communication Technologies in Education, Research, and Industrial Applications, 2016

Intelligent Cyber Defense System.
Proceedings of the 12th International Conference on ICT in Education, 2016

2015
Towards Automatic epileptic seizure Detection in EEGs based on Neural Networks and largest Lyapunov Exponent.
Int. J. Comput., 2015

From Human Eye Fixation to Human-like Autonomous Artificial Vision.
Proceedings of the Advances in Computational Intelligence, 2015

Visual saliency based approach to object detection in computer vision systems: Real life applications.
Proceedings of the IEEE 8th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2015

A new technique for restricted Boltzmann machine learning.
Proceedings of the IEEE 8th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2015

2014
Parallel batch pattern training algorithm for deep neural network.
Proceedings of the International Conference on High Performance Computing & Simulation, 2014

2013
Development of neural network immune detectors for computer attacks recognition and classification.
Proceedings of the IEEE 7th International Conference on Intelligent Data Acquisition and Advanced Computing Systems, 2013

A multi-agent reinforcement learning approach for the efficient control of mobile robot.
Proceedings of the IEEE 7th International Conference on Intelligent Data Acquisition and Advanced Computing Systems, 2013

2012
Fusion of recirculation Neural Networks for Real-Time Network Intrusion Detection and Recognition.
Int. J. Comput., 2012

Influence Learning for Multi-Agent System based on Reinforcement Learning.
Int. J. Comput., 2012

General Model for Organizing Interactions in Multi-Agent Systems.
Int. J. Comput., 2012

Parallel Batch Pattern Training of Recirculation Neural Network.
Proceedings of the ICINCO 2012 - Proceedings of the 9th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Rome, Italy, 28, 2012

2011
Intelligent system for detection of networking intrusion.
Proceedings of the IEEE 6th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2011

Neural network approach to real-time network intrusion detection and recognition.
Proceedings of the IEEE 6th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2011

Evolution of immune detectors in intelligent security system for malware detection.
Proceedings of the IEEE 6th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2011

2010
Neural Network and Artificial Immune Systems for Malware and Network Intrusion Detection.
Proceedings of the Advances in Machine Learning II, 2010

2008
Implementation of Neural Networks and Boosting Algorithms for Effective Intrusion Detection.
Int. J. Comput., 2008

Neural-Network Segmentation of electroencephalogram signals for epileptiform Activity Detection.
Int. J. Comput., 2008

Artificial Immune Systems Approach for Malware Detection: Neural Networks Applying for Immune detectors Construction.
Int. J. Comput., 2008

2007
Dimensionality Reduction and Attack Recognition using Neural Network Approaches.
Proceedings of the International Joint Conference on Neural Networks, 2007

Application of Neural Networks to the Electroencephalogram Analysis for Epilepsy Detection.
Proceedings of the International Joint Conference on Neural Networks, 2007

2006
Neural Network Approaches for Intrusion Detection and Recognition.
Int. J. Comput., 2006

2005
Intrusion Recognition using Neural Networks.
Int. J. Comput., 2005

2004
Computing of Lyapunov exponents Techniques using Neural Networks.
Int. J. Comput., 2004

2003
Estimation of the Lyapunov spectrum from One-dimensional observations using Neural Networks.
Int. J. Comput., 2003

Infrared Sensor Data Correction for Local Area Map Construction by a Mobile Robot.
Proceedings of the Developments in Applied Artificial Intelligence, 2003

2002
нейросетевой подход определения показателей ляпупова для хаотических процессов.
Int. J. Comput., 2002

2000
Sensor Errors Prediction Using Neural Networks.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Technique of Learning Rate Estimation for Efficient Training of MLP.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000


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