Vesselin Petkov

Introduction

Short CV

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Full profile

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Publications

Miller, George A.. "WordNet: A Lexical Database for English." Communications of the ACM 38, no. 11 (1995).

Manning, Christopher, Mihai Surdeanu, John Bauer, Jenny Finkel, Steven Bethard, and David McClosky. "The Stanford CoreNLP Natural Language Processing Toolkit." In 52nd Annual Meeting of the Association for Computational Linguistics: System Demonstrations. Baltimore, Maryland, 2014.

Angeli, Gabor, Melvin Premkumar, and Christopher D. Manning. Leveraging Linguistic Structure for Open Domain Information Extraction In 53rd Annual Meeting of the Association for Computational Linguistics and the 7th In-ternational Joint Conference on Natural Language Processing. Beijing, China, 2015.

C4ISR Architecture Working Group (AWG): Final Report. Washington D.C.: Department of Defense, 1998.

Powers, David M. W.. "Applications and Explanations of Zipf's Law." In New Methods in Language Processing and Computational Natural Language Learning, 151-160. ACL, 1998.

Take on Data Science and Machine Learning Tools. Gartner , 2018.

"From Words to Wisdom." KNIME Press (2018).

Seif, George. The 5 Clustering Algorithms Data Scientists Need to Know., 2018.

The MITRE Corporation., 2020.

Splunk. Wikipedia, 2019.

Fukunaga, Keinosuke. Introduction to Statistical Pattern Recognition. San Diego, CA, USA: Academic Press Professional, 1990.

van der Maaten, Laurens, Eric Postma, and Jaap van den Herik. Dimensionality Reduction: A Comparative Review. Tilburg University, 2009.

Guyon, Isabelle, and André Elisseeff. An Introduction to Variable and Feature Selection., 2003.

Brownlee, Jason. Gentle Introduction to Models for Sequence Prediction with RNNs., 2017.

van Veen, Fjodor. Neural Networks., 2016.

Garbade, Michael J.. Regression Versus Classification Machine Learning: What’s the Difference?., 2018.

Liou, Cheng-Yuan, Jau-Chi Huang, and Wen-Chie Yang. "Modeling word perception using the Elman network." Neurocomputing 71, no. 16-18 (2008): 3150-3157.

Liou, Cheng-Yuan, Wei-Chen Cheng, Jiun-Wei Liou, and Daw-Ran Liou. "Autoencoder for words." Neurocomputing 139, no. 2 (2014): 84-96.

Vincent, Pascal, and Hugom Larochelle. "Stacked Denoising Autoencoders: Learning Useful Representations in a Deep Network with a Local Denoising Criterion." Journal of Machine Learning Research 11 (2010): 3371-3408.

Kingma, Diederik P., and Max Welling. "An Introduction to Variational Autoencoders." arXiv:1906.02691 (2019).

Bengio, Yoshua. "Learning Deep Architectures for AI." Foundations and Trends® in Machine Learning 2, no. 1 (2009).

Schmidhuber, Juergen. "Deep Learning in Neural Networks: An Overview." Neural Networks 61 (2015): 85-117.

Ester, Martin, Hans-Peter Kriegel, Jörg Sander, Xiaowei Xu, Evangelos Simoudis, Jiawei Han, and Usama Fayyad. A density-based algorithm for discovering clusters in large spatial databases with noise In Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96)., 1996.

Petrov, Pavel, Georgi Dimitrov, and Svetoslav Ivanov. Comparative Study on WebSecurity Technologies UsedinIrish and FinnishBanks In 18 International MultidisciplinaryScientificGeoconference SGEM 2018. Vol. 18. Albena, Bulgaria, 2018.

Petrov, Pavel, Stefan Krumovich, Nikola Nikolov, Georgi Dimitrov, and Vladimir Sulov. Web Technologies Used in the Commercial Banks in Finland In 19th International Conference on Computer Systems and Technologies (CompSys-Tech'18). New York, NY, USA, 2018.

Useful links

Biomedical Data Journal

http://www.biomed-data.eu

INTEGRITY IN DEFENCE & SECURITY

https://defenceintegrity.eu

Evocs project

http://evocs-project.eu

Association of the Officers in the Reserve “Atlantic”

http://www.atlantic-bg.org

Centre for National Security and Defence Research

http://cnsdr.bas.bg

AFCEA International

http://www.afcea.org

AFCEA Sofia

http://www.afcea-bg.org

AFCEA Varna

http://www.afcea.bg

George C. Marshall Association - Bulgaria

http://www.gcmarshall.bg/

Institute of Information and Communication Technologies

http://iict.bas.bg

Bulgarian Academy of Sciences

http://www.bas.bg

“G.S. Rakovski” Defence Academy

http://rnda.armf.bg

PfP Consortium

http://www.pfp-consortium.org/

Data Journals

http://datajournals.eu/

Connections: The Quarterly Journal

http://connections-qj.org

Security and Defence Management

http://defencemanagement.org

IT for Security Department

http://it4sec.org

DCAF

http://www.dcaf.ch/

2024 Procon Ltd. Information & Security: An International Journal - This is a Free Drupal Theme
Ported to Drupal for the Open Source Community by Drupalizing, a Project of More than (just) Themes. Original design by Simple Themes.

Vesselin Petkov

Introduction

Pages

Information & Security journal

Previews

On Inequalities Bounding Imprecision and Nonspecificity Measures of Uncertainty

On the Effectiveness of Measures of Uncertainty of Basic Belief Assignments

Blockchain in Agriculture

Multi-UAV Mission Planning for Monitoring Critical Infrastructures Considering Failures and Cyberattacks

A Hybrid Intrusion Detection with Decision Tree for Feature Selection

European Conflict Analysis Project (ECAP)

Generalized Net Model of the Water Resources Assessment Process and Water Use Management

News

Nanotechnology and Global Security

Nanotechnology and Global Security

How Improved Attribution in Cyber Warfare Can Help De-Escalate Cyber Arms Race

Hybrid War: High-tech, Information and Cyber Conflicts

The Age of Post-Truth: State Influence and Strategic Communication - Contemporary Security Challenges on Europe’s Eastern Flank:

How Improved Attribution in Cyber Warfare Can Help De-Escalate Cyber Arms Race

Social Media accounts

The Winter 2020 issue of Connections

The Summer-Fall 2018 issue of Connections

The Winter 2018 issue of Connections

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Vesselin Petkov

Introduction

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Information & Security journal

Previews

News

Popular content

Useful links

Partner sites