Petia D. Koprinkova-Hristova

65 papers B 4C 18Misc 7Journal 16Unranked 18
YearRankTypeTitle / Venue / Authors
2025 Misc ed.
Artificial Intelligence: Methodology, Systems, and Applications - 19th International Conference, AIMSA 2024, Varna, Bulgaria, September 18-20, 2024, Proceedings
AIMSA
Petia D. Koprinkova-Hristova, Nikola K. Kasabov
2024 J jnl
Echo state network for features extraction and segmentation of tomography images.
Comput. Sci. Inf. Syst.
Petia D. Koprinkova-Hristova, Ivan Georgiev, Miryana Raykovska
2024 C ed.
International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2024, Craiova, Romania, September 4-6, 2024
INISTA
Costin Badica, Mirjana Ivanovic, Petia D. Koprinkova-Hristova, Florin Leon, Yannis Manolopoulos, Tülay Yildirim, Aysegül Uçar
2024 C conf
Investigation of Conscious Visual Perception via Visual Stimulus Propagation through a 3D-SNN Brain Model.
INISTA
Petia D. Koprinkova-Hristova, Simona Nedelcheva, Nadejda Bocheva
2024 Misc conf
Reinforcement Learning Control of Cart Pole System with Spike Timing Neural Network Actor-Critic Architecture.
AIMSA
Borislav Markov, Petia D. Koprinkova-Hristova
2023 J jnl
A Reservoir Computing Approach to Word Sense Disambiguation.
Cogn. Comput.
Kiril Simov, Petia D. Koprinkova-Hristova, Alexander Popov, Petya Osenova
2023 — conf
Grid Search Optimization of Novel SNN-ESN Classifier on a Supercomputer Platform.
LSSC
Dimitar P. Filev, Petia D. Koprinkova-Hristova, Nikola K. Kasabov, Simona Nedelcheva, Sofiya Ivanovska, Svetlozar Yordanov
2023 B conf
On-line Learning, Classification and Interpretation of Brain Signals using 3D SNN and ESN.
IJCNN
Petia D. Koprinkova-Hristova, Dimitar P. Filev, Simona Nedelcheva, Svetlozar Yordanov, Nikola K. Kasabov
2022 J jnl
HPC parallel implementation combining NEST Simulator and Python modules.
Clust. Comput.
Simona Nedelcheva, Sofiya Ivanovska, Mariya K. Durchova, Petia D. Koprinkova-Hristova
2022 C conf
Reservoir Computing Approach for Gray Images Segmentation.
INISTA
Petia D. Koprinkova-Hristova
2022 — conf
Simulation Investigations of Pyramidal Cells Layer Effect on Conscious Visual Perception.
NMA
Petia D. Koprinkova-Hristova, Simona Nedelcheva
2022 J jnl
Special issue: Innovations in Intelligent Systems and Applications.
J. Inf. Telecommun.
Petia D. Koprinkova-Hristova, Mirjana Ivanovic, Banu Diri
2021 J jnl
Reservoir Computing Approach for Gray Images Segmentation.
CoRR
Petia D. Koprinkova-Hristova
2020 C conf
Age-related Spike Timing Dependent Plasticity of Brain-inspired Model of Visual Information Processing with Reinforcement Learning.
FedCSIS
Petia D. Koprinkova-Hristova, Nadejda Bocheva
2020 — conf
Brain-Inspired Spike Timing Model of Dynamic Visual Information Perception and Decision Making with STDP and Reinforcement Learning.
LOD (2)
Petia D. Koprinkova-Hristova, Nadejda Bocheva
2020 J jnl
Features extraction from human eye movements via echo state network.
Neural Comput. Appl.
Petia D. Koprinkova-Hristova, Miroslava Stefanova, Bilyana Genova, Nadejda Bocheva, Radoslava Kraleva, Velin Kralev
2020 — conf
In-silico Investigation of Human Visual System.
BioInfoMed
Petia D. Koprinkova-Hristova, Simona Nedelcheva, Nadejda Bocheva
2020 C conf
Parallel Implementation of the Model of Retina Ganglion Cells Layer.
INISTA
Simona Nedelcheva, Krasimira Georgieva, Petia D. Koprinkova-Hristova
2020 — conf
STDP Plasticity in TRN Within Hierarchical Spike Timing Model of Visual Information Processing.
AIAI (1)
Petia D. Koprinkova-Hristova, Nadejda Bocheva, Simona Nedelcheva, Miroslava Stefanova, Bilyana Genova, Radoslava Kraleva, Velin Kralev
2020 B conf
STDP Training of Hierarchical Spike Timing Model of Visual Information Processing.
IJCNN
Petia D. Koprinkova-Hristova, Simona Nedelcheva, Nadejda Bocheva, Radoslava Kraleva, Velin Kralev, Miroslava Stefanova, Bilyana Genova
2019 — conf
Echo State vs. LSTM Networks for Word Sense Disambiguation.
ICANN (Workshop)
Alexander Popov, Petia D. Koprinkova-Hristova, Kiril Simov, Petya Osenova
2019 C ed.
IEEE International Symposium on INnovations in Intelligent SysTems and Applications, INISTA 2019, Sofia, Bulgaria, July 3-5, 2019
INISTA
Petia D. Koprinkova-Hristova, Tuly Yildirim, Vincenzo Piuri, Lazaros S. Iliadis, David Camacho
2019 J jnl
Spike Timing Neural Model of Motion Perception and Decision Making.
Frontiers Comput. Neurosci.
Petia D. Koprinkova-Hristova, Nadejda Bocheva, Simona Nedelcheva, Miroslava Stefanova
2019 C conf
Word Embeddings Improvement via Echo State Networks.
INISTA
Kiril Ivanov Simov, Petia D. Koprinkova-Hristova, Alexander Popov, Petya Osenova
2018 J jnl
An Analysis of a Web Service based Approach for Experimental Data Sharing.
Int. J. Online Eng.
Velin Spasov Kralev, Radoslava Stankova Kraleva, Nina Sinyagina, Petia D. Koprinkova-Hristova, Nadejda Bocheva
2018 J jnl
Design and Analysis of a Relational Database for Behavioral Experiments Data Processing.
Int. J. Online Eng.
Radoslava Kraleva, Velin Kralev, Nina Sinyagina, Petia D. Koprinkova-Hristova, Nadejda Bocheva
2018 Misc conf
Echo State Network for Classification of Human Eye Movements During Decision Making.
AIAI
Petia D. Koprinkova-Hristova, Miroslava Stefanova, Bilyana Genova, Nadejda Bocheva
2018 Misc conf
Echo State Network for Word Sense Disambiguation.
AIMSA
Petia D. Koprinkova-Hristova, Alexander Popov, Kiril Ivanov Simov, Petya Osenova
2018 C conf
Investigation of Feedback Connections Effect of a Spike Timing Neural Network Model of Early Visual System.
INISTA
Petia D. Koprinkova-Hristova, Nadejda Bocheva, Simona Nedelcheva
2017 J jnl
Reservoir computing for emotion valence discrimination from EEG signals.
Neurocomputing
Lachezar Bozhkov, Petia D. Koprinkova-Hristova, Petia Georgieva
2016 — conf
A New Method for Generating of Fuzzy Rules for the Nonlinear Modelling Based on Semantic Genetic Programming.
ICAISC (2)
Lukasz Bartczuk, Krystian Lapa, Petia D. Koprinkova-Hristova
2016 C conf
Fuzzy merging of MEMS accelerometers and gyroscopes measurements.
INISTA
Petia D. Koprinkova-Hristova, Kiril Alexiev
2016 J jnl
Learning to decode human emotions with Echo State Networks.
Neural Networks
Lachezar Bozhkov, Petia D. Koprinkova-Hristova, Petia Georgieva
2016 — ch.
Multi-dimensional Data Clustering and Visualization via Echo State Networks.
New Approaches in Intelligent Image Analysis
Petia D. Koprinkova-Hristova
2016 — conf
Neuro-fuzzy tuning of Kalman filter.
IEEE Conf. on Intelligent Systems
Petia D. Koprinkova-Hristova, Kiril Alexiev
2016 — conf
New Method for Fuzzy Nonlinear Modelling Based on Genetic Programming.
ICAISC (1)
Krystian Lapa, Krzysztof Cpalka, Petia D. Koprinkova-Hristova
2016 — conf
Three Approaches to Train Echo State Network Actors of Adaptive Critic Design.
ICANN (1)
Petia D. Koprinkova-Hristova
2015 — conf
ACD with ESN for Tuning of MEMS Kalman Filter.
LSSC
Petia D. Koprinkova-Hristova, Kiril Alexiev
2015 Misc conf
Echo State Networks for Feature Selection in Affective Computing.
PAAMS
Petia D. Koprinkova-Hristova, Lachezar Bozhkov, Petia Georgieva
2015 C conf
Investigation of some parameters of a neuro-fuzzy approach for dynamic sound fields visualization.
INISTA
Geogi Shishkov, Nevena Popova, Kiril Alexiev, Petia D. Koprinkova-Hristova
2015 Misc conf
New Method for Non-linear Correction Modelling of Dynamic Objects with Genetic Programming.
ICAISC
Lukasz Bartczuk, Andrzej Przybyl, Petia D. Koprinkova-Hristova
2015 B conf
On effects of IP improvement of ESN reservoirs for reflecting of data structure.
IJCNN
Petia D. Koprinkova-Hristova
2014 C ed.
Artificial Neural Networks and Machine Learning - ICANN 2014 - 24th International Conference on Artificial Neural Networks, Hamburg, Germany, September 15-19, 2014. Proceedings
ICANN
Stefan Wermter, Cornelius Weber, Wlodzislaw Duch, Timo Honkela, Petia D. Koprinkova-Hristova, Sven Magg, Günther Palm, Alessandro E. P. Villa
2014 Misc conf
Dynamic Sound Fields Clusterization Using Neuro-Fuzzy Approach.
AIMSA
Petia D. Koprinkova-Hristova, Kiril Alexiev
2014 — conf
Hebbian Versus Gradient Training of ESN Actors in Closed-Loop ACD.
NMA
Petia D. Koprinkova-Hristova
2014 — book
Innovations in Intelligent Machines-5 - Computational Intelligence in Control Systems Engineering
Innovations in Intelligent Machines (5)
Valentina Emilia Balas, Petia D. Koprinkova-Hristova, Lakhmi C. Jain
2014 C conf
Modeling Of Alcohol Fermentation In Brewing - Carbonyl Compounds Synthesis And Reduction.
ECMS
Vessela Naydenova, Vasil Iliev, Maria Kaneva, Georgi Kostov, Petia D. Koprinkova-Hristova, Silviya Popova
2014 — conf
New Method for Nonlinear Fuzzy Correction Modelling of Dynamic Objects.
ICAISC (1)
Lukasz Bartczuk, Andrzej Przybyl, Petia D. Koprinkova-Hristova
2014 C conf
On-line Training of ESN and IP Tuning Effect.
ICANN
Petia D. Koprinkova-Hristova
2014 C conf
Sound fields clusterization via neural networks.
INISTA
Petia D. Koprinkova-Hristova, Kiril Alexiev
2013 — conf
Adaptive Critic Design and Heuristic Search for Optimization.
LSSC
Petia D. Koprinkova-Hristova
2013 C ed.
Artificial Neural Networks and Machine Learning - ICANN 2013 - 23rd International Conference on Artificial Neural Networks, Sofia, Bulgaria, September 10-13, 2013. Proceedings
ICANN
Valeri M. Mladenov, Petia D. Koprinkova-Hristova, Günther Palm, Alessandro E. P. Villa, Bruno Appollini, Nikola K. Kasabov
2013 C conf
Echo State Networks in Dynamic Data Clustering.
ICANN
Petia D. Koprinkova-Hristova, Kiril Alexiev
2013 J jnl
Two approaches to multi-criteria optimisation of steel alloys for crankshafts production.
Int. J. Reason. based Intell. Syst.
Petia D. Koprinkova-Hristova, Nikolay Tontchev, Silviya Popova
2012 — conf
Echo State Networks for Multi-dimensional Data Clustering.
ICANN (1)
Petia D. Koprinkova-Hristova, Nikolay Tontchev
2012 — conf
Intelligent diagnostic on mill fan system.
IEEE Conf. of Intelligent Systems
Mincho Hadjiski, Lyubka Doukovska, Petia D. Koprinkova-Hristova
2011 — conf
ESN Intrinsic Plasticity versus Reservoir Stability.
ICANN (1)
Petia D. Koprinkova-Hristova, Günther Palm
2011 C conf
Neural Networks Approach to Optimization of Steel Alloys Composition.
EANN
Petia D. Koprinkova-Hristova, Nikolay Tontchev, Silvia Popova
2010 — conf
Adaptive Critic Design with ESN Critic for Bioprocess Optimization.
ICANN (2)
Petia D. Koprinkova-Hristova, Günther Palm
2010 B conf
Adaptive Critic Design with Echo State Network.
SMC
Petia D. Koprinkova-Hristova, Mohamed Oubbati, Günther Palm
2010 J jnl
Backpropagation through Time Training of a Neuro-Fuzzy Controller.
Int. J. Neural Syst.
Petia D. Koprinkova-Hristova
2010 J jnl
Intelligent optimisation of batch fermentations' initial conditions.
Int. J. Reason. based Intell. Syst.
Petia D. Koprinkova-Hristova, Georgi Kostov, Mihail Angelov, Petar Pandzharov
2009 C conf
Modeling Of Oxygen Effect On Kinetics Of Batch Fermentation Process For Yogurt Starter Culture FormationConsensus Clustering And Fuzzy Classification For Breast Cancer Prognosis.
ECMS
Georgi Kostov, Mihail Angelov, Petia D. Koprinkova-Hristova, Maya N. Ignatova, Alessandra Orsoni
2008 J jnl
Neural Network Software Sensors Design for lysine Fermentation Process.
Appl. Artif. Intell.
Petia D. Koprinkova-Hristova, Trayana D. Patarinska
2006 J jnl
Neural network modelling of continuous microbial cultivation accounting for the memory effects.
Int. J. Syst. Sci.
Petia D. Koprinkova-Hristova, Trayana D. Patarinska