Adrian Horzyk - RankMe

59 papers A 2B 4C 5Misc 2Journal 11Unranked 34

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Associative knowledge graphs for efficient sequence storage and retrieval. Comput. Methods Programs Biomed. Przemyslaw Stoklosa, Janusz A. Starzyk, Pawel Raif, Adrian Horzyk, Marcin Kowalik
2025	—	`conf`	Efficiently Parallelized Associative Inference of Associative Graph Data Neural Networks. ICAISC (3) Adam Szreter, Adrian Horzyk
2025	B	`conf`	Improving electrocardiogram signal classification using the FlexPoints algorithm and convolutional long short-term memory networks. IJCNN Daniel Bulanda, Janusz A. Starzyk, Malgorzata Bulanda, Adrian Horzyk
2024	A	`conf`	Advancing ConvNet Architectures: A Novel XGB-based Pruning Algorithm for Transfer Learning Efficiency. ECAI Igor Ratajczyk, Adrian Horzyk
2024	J	`jnl`	Associative Knowledge Graphs for Efficient Sequence Storage and Retrieval. CoRR Przemyslaw Stoklosa, Janusz A. Starzyk, Pawel Raif, Adrian Horzyk, Marcin Kowalik
2024	—	`conf`	Efficient Pruning and Compression Techniques for Convolutional Neural Networks to Preserve Knowledge and Optimize Performance. ICONIP (1) Jakub Skrzyski, Adrian Horzyk
2024	—	`conf`	Enhancing Convnets with Pruning and Symmetry-Based Filter Augmentation. ICONIP (1) Igor Ratajczyk, Adrian Horzyk
2023	—	`conf`	Construction and Training of Multi-Associative Graph Networks. ECML/PKDD (3) Adrian Horzyk, Daniel Bulanda, Janusz A. Starzyk
2023	—	`conf`	Explainable Sparse Associative Self-optimizing Neural Networks for Classification. ICONIP (9) Adrian Horzyk, Jakub Kosno, Daniel Bulanda, Janusz A. Starzyk
2023	A	`conf`	Motivated Agent with Semantic Memory. ECAI Janusz A. Starzyk, Marcin Kowalik, Adrian Horzyk
2023	—	`conf`	Neural Network for Musical Data Mining for Phrase Boundary Detection. SSCI Daniel Henel, Aleksander Mazur, Marcin Retajczyk, Weronika T. Adrian, Krzysztof Kluza, Adrian Horzyk
2023	—	`conf`	Structural Properties of Associative Knowledge Graphs. ICONIP (4) Janusz A. Starzyk, Przemyslaw Stoklosa, Adrian Horzyk, Pawel Raif
2022	B	`conf`	Automatic Optimization of Hyperparameters Using Associative Self-adapting Structures. IJCNN Szymon Czaplak, Adrian Horzyk
2021	—	`conf`	Associative Graphs for Fine-Grained Text Sentiment Analysis. ICONIP (2) Maciej Wójcik, Adrian Horzyk, Daniel Bulanda
2021	J	`jnl`	Concurrent Associative Memories With Synaptic Delays. IEEE Trans. Neural Networks Learn. Syst. Janusz A. Starzyk, Marek Jaszuk, Lukasz Maciura, Adrian Horzyk
2020	J	`jnl`	ASA-graphs for efficient data representation and processing. Int. J. Appl. Math. Comput. Sci. Adrian Horzyk, Daniel Bulanda, Janusz A. Starzyk
2020	J	`jnl`	Associative Memories With Synaptic Delays. IEEE Trans. Neural Networks Learn. Syst. Janusz A. Starzyk, Lukasz Maciura, Adrian Horzyk
2020	B	`conf`	YOLOv3 Precision Improvement by the Weighted Centers of Confidence Selection. IJCNN Adrian Horzyk, Efe Ergün
2019	—	`conf`	Associative Data Model in Search for Nearest Neighbors and Similar Patterns. SSCI Adrian Horzyk, Janusz A. Starzyk
2019	—	`conf`	Associative Pattern Matching and Inference Using Associative Graph Data Structures. ICAISC (2) Adrian Horzyk, Agata Czajkowska
2019	J	`jnl`	Episodic Memory in Minicolumn Associative Knowledge Graphs. IEEE Trans. Neural Networks Learn. Syst. Basawaraj, Janusz A. Starzyk, Adrian Horzyk
2019	—	`conf`	Feature Significance in Wide Neural Networks. SSCI Janusz A. Starzyk, Rafal Niemiec, Adrian Horzyk
2019	—	`conf`	Temporal Coding of Neural Stimuli. ICANN (Workshop) Adrian Horzyk, Krzysztof Goldon, Janusz A. Starzyk
2018	—	`conf`	Associative Fine-Tuning of Biologically Inspired Active Neuro-Associative Knowledge Graphs. SSCI Adrian Horzyk, Janusz A. Starzyk
2018	—	`conf`	Associative Graph Data Structures Used for Acceleration of K Nearest Neighbor Classifiers. ICANN (1) Adrian Horzyk, Krzysztof Goldon
2018	C	`conf`	Associative Graph Data Structures with an Efficient Access via AVB+trees. HSI Adrian Horzyk
2018	—	`conf`	Motivated Reinforcement Learning Using Self-Developed Knowledge in Autonomous Cognitive Agent. ICAISC (1) Piotr Papiez, Adrian Horzyk
2018	B	`conf`	Multi-Class and Multi-Label Classification Using Associative Pulsing Neural Networks. IJCNN Adrian Horzyk, Janusz A. Starzyk
2018	—	`conf`	Retrieving Impressions from Semantic Memory Modeled with Associative Pulsing Neural Networks. SSCI Patryk Orzechowski, Adrian Horzyk, Janusz A. Starzyk, Jason H. Moore
2018	—	`conf`	Supervised Neural Network Learning with an Environment Adapted Supervision Based on Motivation Learning Factors. ICAISC (1) Maciej Janowski, Adrian Horzyk
2017	C	`conf`	Associative Representation and Processing of Databases Using DASNG and AVB+trees for Efficient Data Access. IC3K Adrian Horzyk
2017	C	`conf`	Deep Associative Semantic Neural Graphs for Knowledge Representation and Fast Data Exploration. KEOD Adrian Horzyk
2017	—	`conf`	Fast neural network adaptation with associative pulsing neurons. SSCI Adrian Horzyk, Janusz A. Starzyk
2017	J	`jnl`	Integration of Semantic and Episodic Memories. IEEE Trans. Neural Networks Learn. Syst. Adrian Horzyk, Janusz A. Starzyk, James Graham
2017	—	`conf`	Lumped mini-column associative knowledge graphs. SSCI Basawaraj, Janusz A. Starzyk, Adrian Horzyk
2017	—	`conf`	Neurons Can Sort Data Efficiently. ICAISC (1) Adrian Horzyk
2016	—	`conf`	Emergent creativity in declarative memories. SSCI Adrian Horzyk, Janusz A. Starzyk, Basawaraj
2016	—	`conf`	Trust in motivated learning agents. SSCI Janusz A. Starzyk, James T. Graham, Adrian Horzyk
2015	—	`conf`	Innovative Types and Abilities of Neural Networks Based on Associative Mechanisms and a New Associative Model of Neurons. ICAISC (1) Adrian Horzyk
2014	J	`jnl`	How does generalization and creativity come into being in neural associative systems and how does it form human-like knowledge? Neurocomputing Adrian Horzyk
2014	—	`conf`	Man-Machine Interaction Improvement by Means of Automatic Human Personality Identification. CISIM Ryszard Tadeusiewicz, Adrian Horzyk
2013	—	`conf`	Associative Text Representation and Correction. ICAISC (1) Adrian Horzyk, Marcin Gadamer
2013	—	`conf`	Human-Like Knowledge Engineering, Generalization, and Creativity in Artificial Neural Associative Systems. KICSS Adrian Horzyk
2012	—	`conf`	Information Freedom and Associative Artificial Intelligence. ICAISC (1) Adrian Horzyk
2009	—	`conf`	A Psycholinguistic Model of Man-Machine Interactions Based on Needs of Human Personality. ICMMI Adrian Horzyk, Ryszard Tadeusiewicz
2009	J	`jnl`	Automatic Contextual Text Correction using the Linguistic habits Graph Lhg. Comput. Sci. Marcin Gadamer, Adrian Horzyk
2009	—	`conf`	Automatic Discriminative Lossy Binary Conversion of Redundant Real Training Data Inputs for Simplifying an Input Data Space and Data Representation. ICANNGA Adrian Horzyk
2009	J	`jnl`	Neural network adaptation process effectiveness dependent of constant training data availability. Neurocomputing Ewa Dudek-Dyduch, Ryszard Tadeusiewicz, Adrian Horzyk
2009	—	`ch.`	Self-Optimizing Neural Network 3. Constructive Neural Networks Adrian Horzyk
2008	—	`conf`	Introduction to Constructive and Optimization Aspects of SONN-3. ICANN (2) Adrian Horzyk
2008	Misc	`conf`	Self Optimizing Neural Networks SONN-3 for Classification Tasks. HAIS Adrian Horzyk
2008	Misc	`conf`	The Influence of Training Data Availability Time on Effectiveness of ANN Adaptation Process. ICAISC Ewa Dudek-Dyduch, Adrian Horzyk
2006	J	`jnl`	Similarities of self-optimizing neural networks to biological neural networks. Bio Algorithms Med Syst. Adrian Horzyk
2005	—	`conf`	A New Extension of Self-optimizing Neural Networks for Topology Optimization. ICANN (1) Adrian Horzyk
2005	—	`conf`	Comparison of Plasticity of Self-optimizing Neural Networks and Natural Neural Networks. IWINAC (1) Adrian Horzyk, Ryszard Tadeusiewicz
2005	C	`conf`	Effectiveness of Artificial Neural Networks Adaptation According to Time Period of Training Data Acquisition. ISDA Adrian Horzyk, Ewa Dudek-Dyduch
2005	—	`conf`	Interval Basis Neural Networks as a New Classification Tool. Artificial Intelligence and Applications Adrian Horzyk
2005	C	`conf`	Unsupervised Clustering using Self-Optimizing Neural Networks. ISDA Adrian Horzyk
2004	—	`conf`	Self-Optimizing Neural Networks. ISNN (1) Adrian Horzyk, Ryszard Tadeusiewicz