Jakub Adamczyk

16 papers A 2Journal 12Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Benchmarking Pretrained Molecular Embedding Models For Molecular Representation Learning. CoRR Mateusz Praski, Jakub Adamczyk, Wojciech Czech
2025	J	`jnl`	Evaluating machine learning models for predicting pesticides toxicity to honey bees. CoRR Jakub Adamczyk, Jakub Poziemski, Pawel Siedlecki
2025	J	`jnl`	MolPILE - large-scale, diverse dataset for molecular representation learning. CoRR Jakub Adamczyk, Jakub Poziemski, Franciszek Job, Mateusz Król, Maciej Makowski
2025	J	`jnl`	Molecular Fingerprints Are Strong Models for Peptide Function Prediction. CoRR Jakub Adamczyk, Piotr Ludynia, Wojciech Czech
2025	A	`conf`	Towards Rational Pesticide Design with Graph Machine Learning Models for Ecotoxicology. CIKM Jakub Adamczyk
2025	J	`jnl`	Towards Rational Pesticide Design with Graph Machine Learning Models for Ecotoxicology. CoRR Jakub Adamczyk
2024	J	`jnl`	ApisTox: a new benchmark dataset for the classification of small molecules toxicity on honey bees. CoRR Jakub Adamczyk, Jakub Poziemski, Pawel Siedlecki
2024	A	`conf`	Molecular Topological Profile (MOLTOP) - Simple and Strong Baseline for Molecular Graph Classification. ECAI Jakub Adamczyk, Wojciech Czech
2024	J	`jnl`	Molecular Topological Profile (MOLTOP) - Simple and Strong Baseline for Molecular Graph Classification. CoRR Jakub Adamczyk, Wojciech Czech
2024	J	`jnl`	Scikit-fingerprints: Easy and efficient computation of molecular fingerprints in Python. SoftwareX Jakub Adamczyk, Piotr Ludynia
2024	J	`jnl`	Scikit-fingerprints: easy and efficient computation of molecular fingerprints in Python. CoRR Jakub Adamczyk, Piotr Ludynia
2023	—	`conf`	Strengthening Structural Baselines for Graph Classification Using Local Topological Profile. ICCS (4) Jakub Adamczyk, Wojciech Czech
2023	J	`jnl`	Strengthening structural baselines for graph classification using Local Topological Profile. CoRR Jakub Adamczyk, Wojciech Czech
2022	J	`jnl`	Application of Graph Neural Networks and graph descriptors for graph classification. CoRR Jakub Adamczyk
2021	J	`jnl`	Comparison of Manual and Automated Feature Engineering for Daily Activity Classification in Mental Disorder Diagnosis. Comput. Informatics Jakub Adamczyk, Filip Malawski
2008	—	`conf`	Rule Engine Based Lightweight Framework for Adaptive and Autonomic Computing. ICCS (1) Jakub Adamczyk, Rafal Chojnacki, Marcin Jarzab, Krzysztof Zielinski