Igor T. Podolak - Publications, H-index & Citations

Igor T. Podolak

jagiellonian university

12H指数

54论文数

452被引数

收录论文 16

发表时间

Classification of ROI-based fMRI data in short-term memory tasks using discriminant analysis and neural networks 基于ROI的短时记忆任务fMRI数据分类：使用判别分析和神经网络

FRONTIERS IN NEUROINFORMATICS

IF2.5

2024-12-20

OAAI

Fafrowicz, Magdalena; Tutajewski, Marcin; Sieradzki, Igor; Ochab, Jeremi K.; Ceglarek-Sroka, Anna; Lewandowska, Koryna; Marek, Tadeusz; Sikora-Wachowicz, Barbara; Podolak, Igor T.; Oswiecimka, Pawel

Feature-Based Interpolation and Geodesics in the Latent Spaces of Generative Models 生成模型的潜在空间中基于特征的插值和测地线

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-09-01

OAAI

Struski, Lukasz; Sadowski, Michal; Danel, Tomasz; Tabor, Jacek; Podolak, Igor T.

Relative molecule self-attention transformer

JOURNAL OF CHEMINFORMATICS

IF5.7

2024-01-03

OAAI

Maziarka, Lukasz; Majchrowski, Dawid; Danel, Tomasz; Gainski, Piotr; Tabor, Jacek; Podolak, Igor; Morkisz, Pawel; Jastrzebski, Stanislaw

Zero time waste in pre-trained early exit neural networks 预训练的早期退出神经网络中的零时间浪费

NEURAL NETWORKS

IF6.3

2023-11-01

OAAI

Wojcik, Bartosz; Przewiezlikowski, Marcin; Szatkowski, Filip; Wolczyk, Maciej; Balazy, Klaudia; Krzepkowski, Bartlomiej; Podolak, Igor; Tabor, Jacek; Smieja, Marek; Trzcinski, Tomasz

Docking-based generative approaches in the search for new drug candidates

DRUG DISCOVERY TODAY

IF7.5

2023-02-01

OAAI

Danel, Tomasz; Leski, Jan; Podlewska, Sabina; Podolak, Igor T.

Decoding working memory-related information from repeated psychophysiological EEG experiments using convolutional and contrastive neural networks 使用卷积和对比神经网络从重复的心理生理脑电图实验中解码与工作记忆相关的信息

JOURNAL OF NEURAL ENGINEERING

IF3.8

2022-09-05

OAAI

Zygierewicz, Jaroslaw; Janik, Romuald A.; Podolak, Igor T.; Drozd, Alan; Malinowska, Urszula; Poziomska, Martyna; Wojciechowski, Jakub; Ogniewski, Pawel; Niedbalski, Pawel; Terczynska, Iwona; Rogala, Jacek

Generative models with kernel distance in data space

NEUROCOMPUTING

IF6.5

2022-05-01

OAAI

Knop, Szymon; Mazur, Marcin; Spurek, Przemyslaw; Tabor, Jacek; Podolak, Igor

Neural spatio-temporal patterns of information processing related to cognitive conflict and correct or false recognitions

SCIENTIFIC REPORTS

IF3.9

2022-03-28

OAAI

Janik, Romuald A.; Podolak, Igor T.; Struski, Lukasz; Ceglarek, Anna; Lewandowska, Koryna; Sikora-Wachowicz, Barbara; Marek, Tadeusz; Fafrowicz, Magdalena

2D SIFt: a matrix of ligand-receptor interactions

JOURNAL OF CHEMINFORMATICS

IF5.7

2021-09-08

OAAI

Mordalski, Stefan; Wojtuch, Agnieszka; Podolak, Igor; Kurczab, Rafal; Bojarski, Andrzej J.

Machine Learning-Based Identification of Suicidal Risk in Patients With Schizophrenia Using Multi-Level Resting-State fMRI Features

FRONTIERS IN NEUROSCIENCE

IF3.2

2021-01-11

OAAI

Bohaterewicz, Bartosz; Sobczak, Anna M.; Podolak, Igor; Wojcik, Bartosz; Metel, Dagmara; Chrobak, Adrian A.; Fafrowicz, Magdalena; Siwek, Marcin; Dudek, Dominika; Marek, Tadeusz

A machine learning approach to synchronization of automata 自动机同步的机器学习方法

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2018-05-01

PREAI

Podolak, Igor; Roman, Adam; Szykula, Marek; Zielinski, Bartosz

Risk function estimation for subproblems in a hierarchical classifier

PATTERN RECOGNITION LETTERS

IF3.3

2011-11-01

PREAI

Podolak, I. T.; Roman, A.