Viktor Medvedev

According to our database, Viktor Medvedev authored at least 24 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Exploring Multidimensional Embeddings for Decision Support Using Advanced Visualization Techniques.

Olga Kurasova, Arnoldas Budzys, Viktor Medvedev

Informatics, 2024

2023

Behavioral Biometrics Authentication in Critical Infrastructure Using Siamese Neural Networks.

Arnoldas Budzys, Olga Kurasova, Viktor Medvedev

Proceedings of the HCI for Cybersecurity, Privacy and Trust, 2023

2022

Geometric MDS Performance for Large Data Dimensionality Reduction and Visualization.

Gintautas Dzemyda, Martynas Sabaliauskas, Viktor Medvedev

Informatica, 2022

Multi-Core Implementation of Geometric Multidimensional Scaling for Large-Scale Data.

Gintautas Dzemyda, Viktor Medvedev, Martynas Sabaliauskas

Proceedings of the Information Systems and Technologies, 2022

2021

Image Quality in Computed Tomography Coronary Angiography and Radiation Dose Reduction.

Domas Golubickas, Saulius Lukosevicius, Vytenis Tamakauskas, Laima Dobrovolskiene, Ingrida Baseviciene, Liviu Grib, Nijole Ragaisyte, Rytis Leonavicius, Viktor Medvedev, Vincentas Veikutis

Informatica, 2021

2019

Real-Time Maritime Traffic Anomaly Detection Based on Sensors and History Data Embedding.

Julius Venskus, Povilas Treigys, Jolita Bernataviciene, Gintautas Tamulevicius, Viktor Medvedev

Sensors, 2019

2017

A new web-based solution for modelling data mining processes.

Viktor Medvedev, Olga Kurasova, Jolita Bernataviciene, Povilas Treigys, Virginijus Marcinkevicius, Gintautas Dzemyda

Simul. Model. Pract. Theory, 2017

Integration of a Self-Organizing Map and a Virtual Pheromone for Real-Time Abnormal Movement Detection in Marine Traffic.

Julius Venskus, Povilas Treigys, Jolita Bernataviciene, Viktor Medvedev, Miroslav Voznák, Mindaugas Kurmis, Violeta Bulbenkiene

Informatica, 2017

Automated 2D Segmentation of Prostate in T2-weighted MRI Scans.

Justinas Jucevicius, Povilas Treigys, Jolita Bernataviciene, Ruta Briediene, Ieva Naruseviciute, Gintautas Dzemyda, Viktor Medvedev

Int. J. Comput. Commun. Control, 2017

2016

Cloud Technologies: A New Level for Big Data Mining.

Viktor Medvedev, Olga Kurasova

Proceedings of the Resource Management for Big Data Platforms, 2016

Big Multidimensional Datasets Visualization Using Neural Networks - Efficient Decision Support.

Gintautas Dzemyda, Viktor Medvedev, Audrone Lupeikiene, Olga Kurasova, Albertas Caplinskas

Complex Syst. Informatics Model. Q., 2016

Cloud Computing Approach for Intelligent Visualization of Multidimensional Data.

Jolita Bernataviciene, Gintautas Dzemyda, Olga Kurasova, Virginijus Marcinkevicius, Viktor Medvedev, Povilas Treigys

Proceedings of the Advances in Stochastic and Deterministic Global Optimization., 2016

2015

Method for Visual Detection of Similarities in Medical Streaming Data.

Jolita Bernataviciene, Gintautas Dzemyda, Gediminas Bazilevicius, Viktor Medvedev, Virginijus Marcinkevicius, Povilas Treigys

Int. J. Comput. Commun. Control, 2015

Decision Support via Big Multidimensional Data Visualization.

Audrone Lupeikiene, Viktor Medvedev, Olga Kurasova, Albertas Caplinskas, Gintautas Dzemyda

Proceedings of the Joint Proceedings of the BIR 2015 Workshops and Doctoral Consortium co-located with 14th International Conference on Perspectives in Business Informatics Research (BIR 2015), 2015

2014

Strategies for Big Data Clustering.

Olga Kurasova, Virginijus Marcinkevicius, Viktor Medvedev, Aurimas Rapecka, Pavel Stefanovic

Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

2012

Comparing Real and Intended System Usages: A Case for Web Portal.

Jérémy Besson, Audrone Lupeikiene, Viktor Medvedev

Informatica, 2012

2011

Efficient Data Projection for Visual Analysis of Large Data Sets Using Neural Networks.

Viktor Medvedev, Gintautas Dzemyda, Olga Kurasova, Virginijus Marcinkevicius

Informatica, 2011

Large-Scale Multidimensional Data Visualization: A Web Service for Data Mining.

Gintautas Dzemyda, Virginijus Marcinkevicius, Viktor Medvedev

Proceedings of the Towards a Service-Based Internet - 4th European Conference, 2011

2008

Large Datasets Visualization with Neural Network Using Clustered Training Data.

Sergejus Ivanikovas, Gintautas Dzemyda, Viktor Medvedev

Proceedings of the Advances in Databases and Information Systems, 2008

2007

Dimension Reduction and Data Visualization Using Neural Networks.

Gintautas Dzemyda, Olga Kurasova, Viktor Medvedev

Proceedings of the Emerging Artificial Intelligence Applications in Computer Engineering, 2007

Parallel Realizations of the SAMANN Algorithm.

Sergejus Ivanikovas, Viktor Medvedev, Gintautas Dzemyda

Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

2006

Optimization of the Local Search in the Training for SAMANN Neural Network.

Viktor Medvedev, Gintautas Dzemyda

J. Glob. Optim., 2006

Retraining the Neural Network for Data Visualization.

Viktor Medvedev, Gintautas Dzemyda

Proceedings of the Artificial Intelligence Applications and Innovations, 2006

Speed Up of the SAMANN Neural Network Retraining.

Viktor Medvedev, Gintautas Dzemyda

Proceedings of the Artificial Intelligence and Soft Computing, 2006