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Pawel Drozda

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2020 – today

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2025
[c27]
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Mateusz Janik, Jakub Nowak, Pawel Drozda, Slava Voloshynovskiy:
Neural Network-Based Verification of Document Authenticity via Paper Structure and Scan Analysis. ICAISC (2) 2025: 73-81
2024
[c26]
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Krzysztof Sopyla, Pawel Drozda, Krzysztof Ropiak, Urszula Witkowska, Malgorzata Sieniewicz, Sebastian Jankowski:
Named Entity Recognition Model for Polish Books. ACIIDS (1) 2024: 147-158
[c25]
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Pawel Drozda, Krzysztof Ropiak, Lukasz Mozalewski, Mikolaj Malaczynski, Mateusz Frukacz:
Bag of Activities for Customer Churn Prediction in e-Book Subscription Domain. ACIIDS (Companion 2) 2024: 159-170
[c24]
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Maciej Osowski, Aleksandra Krasnodebska, Pawel Drozda, Rafal Scherer:
Professionally Diverse: AI-Generated Faces for Targeted Advertising. ACIIDS (1) 2024: 171-183
[c23]
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Krzysztof Sopyla, Lukasz Sawaniewski, Pawel Drozda, Aleksandra Kislak-Malinowska:
Assessing the Text Readability by Use of Language Model Embeddings. ACIIDS (Companion 2) 2024: 283-294
[c22]
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Piotr Cisowski, Aneta Mackiewicz, Lukasz Mikolajczyk, Jakub Nowak, Pawel Drozda, Kelton Augusto Pontara da Costa:
Computer Network User Profiling Using Firewall Logs and ANFIS-Based Hybrid Systems. ICAISC (3) 2024: 52-64
[c21]
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Pawel Drozda, Krzysztof Ropiak, Lukasz Mozalewski, Mikolaj Malaczynski, Mateusz Frukacz:
Different Approaches for Customer Lifetime Value in e-Book Subscription Domain. ICAISC (3) 2024: 65-76
2023
[j4]
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Mateusz Kuprowski, Pawel Drozda:
Feature Selection for Airbone LiDAR Point Cloud Classification. Remote. Sens. 15(3): 561 (2023)
[c20]
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Arkadiusz Talun, Pawel Drozda, Yuriy Romanyshyn, Oles Tehlivets, Sergei Yelmanov:
Test Images for Training Convolutional Neural Networks for Image Contrast Assessment. CSIT 2023: 1-4
[c19]
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Maciej Osowski, Katarzyna Lorenc, Pawel Drozda, Rafal Scherer, Konrad Szalapak, Kajetan Komar-Komarowski, Julian Szymanski, Andrzej Sobecki:
Previous Opinions is All You Need - Legal Information Retrieval System. ICCCI (CCIS Volume) 2023: 57-67
[c18]
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Pawel Drozda, Bartosz A. Nowak, Arkadiusz Talun, Leszek Bukowski:
Evaluating Web Crawlers with Machine Learning Algorithms for Accurate Location Extraction from Job Offers. ICCCI (CCIS Volume) 2023: 300-312
[c17]
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Arkadiusz Talun, Pawel Drozda, Sergei Yelmanov, Yuriy Romanyshyn, Oles Tehlivets:
Convolutional Neural Network Assessment of Image Quality Based on the TID2013 Database. IDAACS 2023: 1088-1092
2022
[c16]
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Rafal Grycuk, Marcin Korytkowski, Rafal Scherer, Pawel Drozda, Wei Wei, Miroslaw Kordos:
Fast Solar Image Retrieval and Classification by Fuzzy Rules. FUZZ-IEEE 2022: 1-7
[c15]
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Tomasz Zymkowski, Julian Szymanski, Andrzej Sobecki, Pawel Drozda, Konrad Szalapak, Kajetan Komar-Komarowski, Rafal Scherer:
Short Texts Representations for Legal Domain Classification. ICAISC (1) 2022: 105-114
[c14]
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Pawel Drozda, Krzysztof Sopyla:
Assessing the Sentiment of Book Characteristics Using Machine Learning NLP Models. ICAISC (2) 2022: 218-231
2021
[c13]
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Pawel Drozda, Krzysztof Sopyla, Juliusz Lewalski:
Comprehensive Evaluation of Word Embeddings for Highly Inflectional Language. ICCCI (CCIS Volume) 2021: 597-607
2020
[c12]
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Arkadiusz Talun, Pawel Drozda, Leszek Bukowski, Rafal Scherer:
FastText and XGBoost Content-Based Classification for Employment Web Scraping. ICAISC (2) 2020: 435-444

2010 – 2019

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2019
[c11]
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Pawel Drozda, Arkadiusz Talun, Leszek Bukowski:
Emplobot - Design of the System (short paper). CS&P 2019
2016
[c10]
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Pawel Drozda, Krzysztof Sopyla:
Accelerating SVM with GPU: The State of the Art. ICAISC (2) 2016: 624-634
2015
[j3]
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Krzysztof Sopyla, Pawel Drozda:
GPU Accelerated SVM with Sparse Sliced EllR-T Matrix Format. Int. J. Artif. Intell. Tools 24(1): 1450012:1-1450012:14 (2015)
[j2]
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Krzysztof Sopyla, Pawel Drozda:
Stochastic Gradient Descent with Barzilai-Borwein update step for SVM. Inf. Sci. 316: 218-233 (2015)
2014
[c9]
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Pawel Drozda, Krzysztof Sopyla, Przemyslaw Górecki:
Different Orderings and Visual Sequence Alignment Algorithms for Image Classification. ICAISC (1) 2014: 693-702
[c8]
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Krzysztof Sopyla, Pawel Drozda:
GPU Solver with Chi-square Kernels for SVM Classification of Big Sparse Problems. ICPRAM 2014: 331-336
2013
[c7]
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Pawel Drozda, Przemyslaw Górecki, Krzysztof Sopyla, Piotr Artiemjew:
Visual words sequence alignment for image classification. ICCI*CC 2013: 397-402
[c6]
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  - conf/IEEEicci/GoreckiADS13
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Przemyslaw Górecki, Piotr Artiemjew, Pawel Drozda, Krzysztof Sopyla:
Visual words selection based on class separation measures. ICCI*CC 2013: 409-414
[c5]
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Pawel Drozda, Krzysztof Sopyla, Przemyslaw Górecki:
Online Crowdsource System Supporting Ground Truth Datasets Creation. ICAISC (1) 2013: 532-539
2012
[c4]
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Przemyslaw Górecki, Piotr Artiemjew, Pawel Drozda, Krzysztof Sopyla:
Categorization of Similar Objects using Bag of Visual Words and Support Vector Machines. ICAART (1) 2012: 231-236
[c3]
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Krzysztof Sopyla, Pawel Drozda, Przemyslaw Górecki:
SVM with CUDA Accelerated Kernels for Big Sparse Problems. ICAISC (1) 2012: 439-447
[c2]
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Przemyslaw Górecki, Krzysztof Sopyla, Pawel Drozda:
Ranking by K-Means Voting Algorithm for Similar Image Retrieval. ICAISC (1) 2012: 509-517

2000 – 2009

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2009
[c1]
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Piotr Czerpak, Pawel Drozda, Krzysztof Sopyla:
Semantic Web System for Automatic Plan Scheduling. ICCCI (SCI Volume) 2009: 39-50
2006
[j1]
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  - journals/ets/CarolisPCDM06
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Berardina De Carolis, Sebastiano Pizzutilo, Giovanni Cozzolongo, Pawel Drozda, Francesca Muci:
Supporting Students with a Personal Advisor. J. Educ. Technol. Soc. 9(4): 27-41 (2006)

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