Adam Gonczarek

26 papers B 1C 4Journal 15Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	On discovering and analyzing variable dependencies to construct an effective and efficient optimizer dedicated to solving the new real-world multi-objective resource-allocation problem. Appl. Soft Comput. Michal Witold Przewozniczek, Pawel Borys Myszkowski, Witold Kosciukiewicz, Mateusz Wójcik, Adam Gonczarek, Adam Korkus
2023	—	`conf`	Classical Out-of-Distribution Detection Methods Benchmark in Text Classification Tasks. ACL (student) Mateusz Baran, Joanna Baran, Mateusz Wójcik, Maciej Zieba, Adam Gonczarek
2023	J	`jnl`	Classical Out-of-Distribution Detection Methods Benchmark in Text Classification Tasks. CoRR Mateusz Baran, Joanna Baran, Mateusz Wójcik, Maciej Zieba, Adam Gonczarek
2023	—	`conf`	Domain-Agnostic Neural Architecture for Class Incremental Continual Learning in Document Processing Platform. ACL (industry) Mateusz Wójcik, Witold Kosciukiewicz, Mateusz Baran, Tomasz Kajdanowicz, Adam Gonczarek
2023	J	`jnl`	Domain-Agnostic Neural Architecture for Class Incremental Continual Learning in Document Processing Platform. CoRR Mateusz Wójcik, Witold Kosciukiewicz, Mateusz Baran, Tomasz Kajdanowicz, Adam Gonczarek
2023	—	`conf`	Similarity-Based Memory Enhanced Joint Entity and Relation Extraction. ICCS (2) Witold Kosciukiewicz, Mateusz Wójcik, Tomasz Kajdanowicz, Adam Gonczarek
2023	J	`jnl`	Similarity-based Memory Enhanced Joint Entity and Relation Extraction. CoRR Witold Kosciukiewicz, Mateusz Wójcik, Tomasz Kajdanowicz, Adam Gonczarek
2022	J	`jnl`	Neural Architecture for Online Ensemble Continual Learning. CoRR Mateusz Wójcik, Witold Kosciukiewicz, Tomasz Kajdanowicz, Adam Gonczarek
2018	J	`jnl`	Gaussian process regression for automated signal tracking in step-wise perturbed Nuclear Magnetic Resonance spectra. Appl. Soft Comput. Maciej Zieba, Piotr Klukowski, Adam Gonczarek, Yaroslav Nikolaev, Michal J. Walczak
2018	J	`jnl`	Interaction prediction in structure-based virtual screening using deep learning. Comput. Biol. Medicine Adam Gonczarek, Jakub M. Tomczak, Szymon Zareba, Joanna Kaczmar, Piotr Dabrowski, Michal J. Walczak
2018	J	`jnl`	NMRNet: a deep learning approach to automated peak picking of protein NMR spectra. Bioinform. Piotr Klukowski, Michal Augoff, Maciej Zieba, Maciej Drwal, Adam Gonczarek, Michal J. Walczak
2018	J	`jnl`	Towards fully automated protein structure elucidation with NMR spectroscopy. CoRR Piotr Klukowski, Adam Gonczarek
2017	—	`conf`	A Bayesian Framework for Chemical Shift Assignment. ACIIDS (2) Adam Gonczarek, Piotr Klukowski, Maciej Drwal, Pawel Swiatek
2017	J	`jnl`	Learning Invariant Features Using Subspace Restricted Boltzmann Machine. Neural Process. Lett. Jakub M. Tomczak, Adam Gonczarek
2016	J	`jnl`	Articulated tracking with manifold regularized particle filter. Mach. Vis. Appl. Adam Gonczarek, Jakub M. Tomczak
2016	J	`jnl`	Learning Deep Architectures for Interaction Prediction in Structure-based Virtual Screening. CoRR Adam Gonczarek, Jakub M. Tomczak, Szymon Zareba, Joanna Kaczmar, Piotr Dabrowski, Michal J. Walczak
2015	C	`conf`	A benchmark for automated peak picking of protein NMR spectra. CIBCB Piotr Klukowski, Adam Gonczarek, Michal J. Walczak
2015	J	`jnl`	Computer vision-based automated peak picking applied to protein NMR spectra. Bioinform. Piotr Klukowski, Michal J. Walczak, Adam Gonczarek, Julien Boudet, Gerhard Wider
2015	—	`conf`	RBM-SMOTE: Restricted Boltzmann Machines for Synthetic Minority Oversampling Technique. ACIIDS (1) Maciej Zieba, Jakub M. Tomczak, Adam Gonczarek
2014	C	`conf`	Accelerated learning for Restricted Boltzmann Machine with momentum term. ICSEng Szymon Zareba, Adam Gonczarek, Jakub M. Tomczak, Jerzy Swiatek
2014	C	`conf`	Sparse hidden units activation in Restricted Boltzmann Machine. ICSEng Jakub M. Tomczak, Adam Gonczarek
2014	J	`jnl`	Subspace Restricted Boltzmann Machine. CoRR Jakub M. Tomczak, Adam Gonczarek
2013	J	`jnl`	Decision rules extraction from data stream in the presence of changing context for diabetes treatment. Knowl. Inf. Syst. Jakub M. Tomczak, Adam Gonczarek
2013	—	`conf`	Manifold Regularized Particle Filter for Articulated Human Motion Tracking. ICSS Adam Gonczarek, Jakub M. Tomczak
2012	B	`conf`	A Probabilistic Approach to Structural Change Prediction in Evolving Social Networks. ASONAM Krzysztof Juszczyszyn, Adam Gonczarek, Jakub M. Tomczak, Katarzyna Musial, Marcin Budka
2011	C	`conf`	Migration-aware Optimization of Virtualized Computational Resources Allocation in Complex Systems. ICSEng Piotr Rygielski, Adam Gonczarek