Adrian Horzyk

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 31

Top Topics

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Janusz A. Starzyk, Przemyslaw Stoklosa, Adrian Horzyk, Pawel Raif
Structural Properties of Associative Knowledge Graphs. ICONIP (4) (2023)
Adrian Horzyk, Jakub Kosno, Daniel Bulanda, Janusz A. Starzyk
Explainable Sparse Associative Self-optimizing Neural Networks for Classification. ICONIP (9) (2023)
Adrian Horzyk, Daniel Bulanda, Janusz A. Starzyk
Construction and Training of Multi-Associative Graph Networks. ECML/PKDD (3) (2023)
Daniel Henel, Aleksander Mazur, Marcin Retajczyk, Weronika T. Adrian, Krzysztof Kluza, Adrian Horzyk
Neural Network for Musical Data Mining for Phrase Boundary Detection. SSCI (2023)
Janusz A. Starzyk, Marcin Kowalik, Adrian Horzyk
Motivated Agent with Semantic Memory. ECAI (2023)
Szymon Czaplak, Adrian Horzyk
Automatic Optimization of Hyperparameters Using Associative Self-adapting Structures. IJCNN (2022)
Maciej Wójcik, Adrian Horzyk, Daniel Bulanda
Associative Graphs for Fine-Grained Text Sentiment Analysis. ICONIP (2) (2021)
Janusz A. Starzyk, Marek Jaszuk, Lukasz Maciura, Adrian Horzyk
Concurrent Associative Memories With Synaptic Delays. IEEE Trans. Neural Networks Learn. Syst. 32 (8) (2021)
Adrian Horzyk, Efe Ergün
YOLOv3 Precision Improvement by the Weighted Centers of Confidence Selection. IJCNN (2020)
Adrian Horzyk, Daniel Bulanda, Janusz A. Starzyk
ASA-graphs for efficient data representation and processing. Int. J. Appl. Math. Comput. Sci. 30 (4) (2020)
Janusz A. Starzyk, Lukasz Maciura, Adrian Horzyk
Associative Memories With Synaptic Delays. IEEE Trans. Neural Networks Learn. Syst. 31 (1) (2020)
Janusz A. Starzyk, Rafal Niemiec, Adrian Horzyk
Feature Significance in Wide Neural Networks. SSCI (2019)
Adrian Horzyk, Janusz A. Starzyk
Associative Data Model in Search for Nearest Neighbors and Similar Patterns. SSCI (2019)
Adrian Horzyk, Krzysztof Goldon, Janusz A. Starzyk
Temporal Coding of Neural Stimuli. ICANN (Workshop) (2019)
Adrian Horzyk, Agata Czajkowska
Associative Pattern Matching and Inference Using Associative Graph Data Structures. ICAISC (2) (2019)
Basawaraj, Janusz A. Starzyk, Adrian Horzyk
Episodic Memory in Minicolumn Associative Knowledge Graphs. IEEE Trans. Neural Networks Learn. Syst. 30 (11) (2019)
Patryk Orzechowski, Adrian Horzyk, Janusz A. Starzyk, Jason H. Moore
Retrieving Impressions from Semantic Memory Modeled with Associative Pulsing Neural Networks. SSCI (2018)
Adrian Horzyk
Associative Graph Data Structures with an Efficient Access via AVB+trees. HSI (2018)
Adrian Horzyk, Janusz A. Starzyk
Associative Fine-Tuning of Biologically Inspired Active Neuro-Associative Knowledge Graphs. SSCI (2018)
Maciej Janowski, Adrian Horzyk
Supervised Neural Network Learning with an Environment Adapted Supervision Based on Motivation Learning Factors. ICAISC (1) (2018)
Piotr Papiez, Adrian Horzyk
Motivated Reinforcement Learning Using Self-Developed Knowledge in Autonomous Cognitive Agent. ICAISC (1) (2018)
Adrian Horzyk, Krzysztof Goldon
Associative Graph Data Structures Used for Acceleration of K Nearest Neighbor Classifiers. ICANN (1) (2018)
Adrian Horzyk, Janusz A. Starzyk
Multi-Class and Multi-Label Classification Using Associative Pulsing Neural Networks. IJCNN (2018)
Adrian Horzyk
Deep Associative Semantic Neural Graphs for Knowledge Representation and Fast Data Exploration. KEOD (2017)
Adrian Horzyk
Neurons Can Sort Data Efficiently. ICAISC (1) (2017)
Basawaraj, Janusz A. Starzyk, Adrian Horzyk
Lumped mini-column associative knowledge graphs. SSCI (2017)
Adrian Horzyk
Associative Representation and Processing of Databases Using DASNG and AVB+trees for Efficient Data Access. IC3K (2017)
Adrian Horzyk, Janusz A. Starzyk, James Graham
Integration of Semantic and Episodic Memories. IEEE Trans. Neural Networks Learn. Syst. 28 (12) (2017)
Adrian Horzyk, Janusz A. Starzyk
Fast neural network adaptation with associative pulsing neurons. SSCI (2017)
Janusz A. Starzyk, James T. Graham, Adrian Horzyk
Trust in motivated learning agents. SSCI (2016)
Adrian Horzyk, Janusz A. Starzyk, Basawaraj
Emergent creativity in declarative memories. SSCI (2016)
Adrian Horzyk
Innovative Types and Abilities of Neural Networks Based on Associative Mechanisms and a New Associative Model of Neurons. ICAISC (1) (2015)
Adrian Horzyk
How does generalization and creativity come into being in neural associative systems and how does it form human-like knowledge? Neurocomputing 144 (2014)
Ryszard Tadeusiewicz, Adrian Horzyk
Man-Machine Interaction Improvement by Means of Automatic Human Personality Identification. CISIM (2014)
Adrian Horzyk, Marcin Gadamer
Associative Text Representation and Correction. ICAISC (1) (2013)
Adrian Horzyk
Human-Like Knowledge Engineering, Generalization, and Creativity in Artificial Neural Associative Systems. KICSS (2013)
Adrian Horzyk
Information Freedom and Associative Artificial Intelligence. ICAISC (1) (2012)
Adrian Horzyk
Automatic Discriminative Lossy Binary Conversion of Redundant Real Training Data Inputs for Simplifying an Input Data Space and Data Representation. ICANNGA (2009)
Adrian Horzyk, Ryszard Tadeusiewicz
A Psycholinguistic Model of Man-Machine Interactions Based on Needs of Human Personality. ICMMI (2009)
Ewa Dudek-Dyduch, Ryszard Tadeusiewicz, Adrian Horzyk
Neural network adaptation process effectiveness dependent of constant training data availability. Neurocomputing 72 (13-15) (2009)
Marcin Gadamer, Adrian Horzyk
Automatic Contextual Text Correction using the Linguistic habits Graph Lhg. Comput. Sci. 10 (2009)
Ewa Dudek-Dyduch, Adrian Horzyk
The Influence of Training Data Availability Time on Effectiveness of ANN Adaptation Process. ICAISC (2008)
Adrian Horzyk
Introduction to Constructive and Optimization Aspects of SONN-3. ICANN (2) (2008)
Adrian Horzyk
Self Optimizing Neural Networks SONN-3 for Classification Tasks. HAIS (2008)
Adrian Horzyk
Similarities of self-optimizing neural networks to biological neural networks. Bio Algorithms Med Syst. 1 (1-2) (2006)
Adrian Horzyk, Ewa Dudek-Dyduch
Effectiveness of Artificial Neural Networks Adaptation According to Time Period of Training Data Acquisition. ISDA (2005)
Adrian Horzyk, Ryszard Tadeusiewicz
Comparison of Plasticity of Self-optimizing Neural Networks and Natural Neural Networks. IWINAC (1) (2005)
Adrian Horzyk
A New Extension of Self-optimizing Neural Networks for Topology Optimization. ICANN (1) (2005)
Adrian Horzyk
Unsupervised Clustering using Self-Optimizing Neural Networks. ISDA (2005)
Adrian Horzyk
Interval Basis Neural Networks as a New Classification Tool. Artificial Intelligence and Applications (2005)
Adrian Horzyk, Ryszard Tadeusiewicz
Self-Optimizing Neural Networks. ISNN (1) (2004)