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- 2025
[j35]Lala H. Rajaoarisoa, Raubertin Randrianandraina, Grzegorz J. Nalepa, João Gama:
Decision-making systems improvement based on explainable artificial intelligence approaches for predictive maintenance. Eng. Appl. Artif. Intell. 139: 109601 (2025)- [j34]Javier Rodríguez-Juan
, David Ortiz-Perez, José García Rodríguez, David Tomás, Grzegorz J. Nalepa:
Integrating advanced vision-language models for context recognition in risks assessment. Neurocomputing 618: 129131 (2025) - 2024
- [j33]Maciej Szelazek, Szymon Bobek, Grzegorz J. Nalepa:
Semantic data mining-based decision support for quality assessment in steel industry. Expert Syst. J. Knowl. Eng. 41(2) (2024) - [j32]Edyta Kuk, Szymon Bobek, Grzegorz J. Nalepa:
Explainable proactive control of industrial processes. J. Comput. Sci. 81: 102329 (2024) - [c154]Natalia Wojak-Strzelecka, Szymon Bobek, Grzegorz J. Nalepa, Jerzy Stefanowski:
Towards Differentiating Between Failures and Domain Shifts in Industrial Data Streams. HAII5.0@ECAI 2024 - [c153]Maciej Mozolewski, Szymon Bobek, Grzegorz J. Nalepa:
Visual Explanations and Perturbation-Based Fidelity Metrics for Feature-Based Models. ICCS (4) 2024: 294-309 - [c152]Abdallah Alabdallah, Jakub Jakubowski, Sepideh Pashami, Szymon Bobek, Mattias Ohlsson, Thorsteinn S. Rögnvaldsson, Grzegorz J. Nalepa:
Understanding Survival Models Through Counterfactual Explanations. ICCS (4) 2024: 310-324 - [c151]Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa:
Assessment of Explainable Anomaly Detection for Monitoring of Cold Rolling Process. ICCS (5) 2024: 330-344 - [c150]Krzysztof Kutt, Marzena Kutt, Bartosz Kawa, Grzegorz J. Nalepa:
Human-in-the-Loop for Personality Dynamics: Proposal of a New Research Approach. IWINAC 2024: 455-464 - [c149]Krzysztof Kutt, Grzegorz J. Nalepa:
Emotion Prediction in Real-Life Scenarios: On the Way to the BIRAFFE3 Dataset. IWINAC 2024: 465-475 - [c148]Luiz do Valle Miranda, Jakub Gomulka, Krzysztof Kutt, Grzegorz J. Nalepa:
TAO: A document- and person-centric ontology for storing rich metadata of manuscripts. JOWO 2024 - [c147]Jan Ignatowicz, Krzysztof Kutt, Grzegorz J. Nalepa:
Evaluation and Comparison of Emotionally Evocative Image Augmentation Methods. KES 2024: 3073-3082 - [c146]Maciej Mozolewski, Szymon Bobek, Rita P. Ribeiro, Grzegorz J. Nalepa, João Gama:
Towards Evaluation of Explainable Artificial Intelligence in Streaming Data. xAI (4) 2024: 145-168 - [e18]Italo Jose da Silva Oliveira, Pedro Paulo F. Barcelos, Rodrigo F. Calhau, Claudenir M. Fonseca, Guendalina Righetti, Stefano De Giorgis, Guendalina Righetti, Gabriele Sacco, Maria M. Hedblom, Oliver Kutz, Martin Glauer, Mirjam Stappel, Cássia Trojahn, María Poveda-Villalón, Daniel Garijo, César Henrique Bernabé, Asiyah Yu Lin, Francesco Compagno, Anna Fensel, Walter Terkaj, Guendalina Righetti, Greta Adamo, Damion M. Dooley, Michaela Kümpel, Georgeta Bordea, Robert Warren, Anoosha Sehar, Matthew Lange, Felix Bindt, Ido Toxopeus, Davide Audrito, Francesca Grasso, Roberto Nai, Emilio Sulis, John Beverley, Mark Jensen, Sergio de Cesare, Frederik Gailly, Giancarlo Guizzardi, Chris Partridge, Oscar Pastor, Alexander García Castro, Thomas Hubauer, Wolfgang Süß, Philipp Schmurr, Greta Adamo, Max Willis, Daniele Francesco Santamaria, Thijs van Ede, Dan Klein, Gal Engelberg, Gianpietro Castiglione, Giampaolo Bella, Andrea Continella, Giancarlo Guizzardi, Davide Lanti, Alessandro Mosca, Federico Maria Scafoglieri, Guohui Xiao, Krzysztof Kutt, Jesualdo Tomás Fernández-Breis, Alois Pichler, Gábor Palkó, Grzegorz J. Nalepa, Pawel Garbacz, Robert Pergl, Zubeida Casmod Khan, Pedro Paulo F. Barcelos, João Moreira, Adrien Barton, Emilio M. Sanfilippo, Laura Daniele, João Paulo A. Almeida, Enrico Franconi, Paul Johannesson, Chiara Ghidini, Veruska Zamborlini:
Proceedings of the Joint Ontology Workshops (JOWO) - Episode X: The Tukker Zomer of Ontology, and satellite events co-located with the 14th International Conference on Formal Ontology in Information Systems (FOIS 2024), Enschede, The Netherlands, July 15-19, 2024. CEUR Workshop Proceedings 3882, CEUR-WS.org 2024 [contents] - [i14]Jakub Jakubowski, Natalia Wojak-Strzelecka, Rita P. Ribeiro, Sepideh Pashami, Szymon Bobek, João Gama, Grzegorz J. Nalepa:
Artificial Intelligence Approaches for Predictive Maintenance in the Steel Industry: A Survey. CoRR abs/2405.12785 (2024) - [i13]Jan Ignatowicz, Krzysztof Kutt, Grzegorz J. Nalepa:
Evaluation and Comparison of Emotionally Evocative Image Augmentation Methods. CoRR abs/2406.16187 (2024) - [i12]Krzysztof Kutt, Jakub Gomulka, Luiz do Valle Miranda, Grzegorz J. Nalepa:
Microsoft Cloud-based Digitization Workflow with Rich Metadata Acquisition for Cultural Heritage Objects. CoRR abs/2407.06972 (2024) - [i11]Luiz do Valle Miranda, Krzysztof Kutt, Grzegorz J. Nalepa:
Advancing Manuscript Metadata: Work in Progress at the Jagiellonian University. CoRR abs/2407.06976 (2024) - [i10]Szymon Bobek, Paloma Korycinska, Monika Krakowska, Maciej Mozolewski, Dorota Rak, Magdalena Zych, Magdalena Wójcik, Grzegorz J. Nalepa:
User-centric evaluation of explainability of AI with and for humans: a comprehensive empirical study. CoRR abs/2410.15952 (2024) - [i9]Szymon Bobek, Paloma Korycinska, Monika Krakowska, Maciej Mozolewski, Dorota Rak, Magdalena Zych, Magdalena Wójcik, Grzegorz J. Nalepa:
XAI-FUNGI: Dataset resulting from the user study on comprehensibility of explainable AI algorithms. CoRR abs/2411.02419 (2024) - 2023
- [j31]Edyta Brzychczy, Marcin Szpyrka, Jacek Korski, Grzegorz J. Nalepa:
Imperative vs. Declarative Modeling of Industrial Process. The Case Study of the Longwall Shearer Operation. IEEE Access 11: 54495-54508 (2023) - [j30]Szymon Bobek, Michal Kuk, Jakub Brzegowski, Edyta Brzychczy, Grzegorz J. Nalepa:
KnAC: an approach for enhancing cluster analysis with background knowledge and explanations. Appl. Intell. 53(12): 15537-15560 (2023) - [j29]Krzysztof Kutt, Grzegorz J. Nalepa:
Loki - the semantic wiki for collaborative knowledge engineering. Expert Syst. Appl. 224: 119968 (2023) - [j28]J. M. Górriz, I. Álvarez Illán, Agustín Álvarez Marquina, Juan Eloy Arco, Martin Atzmüller, F. Ballarini, Emilia I. Barakova, Guido Bologna, María Paula Bonomini, Germán Castellanos-Domínguez, Diego Castillo-Barnes, S. B. Cho, A. Ricardo Contreras, J. M. Cuadra, Enrique Domínguez, Francisco Domínguez-Mateos, Richard J. Duro, David A. Elizondo, Antonio Fernández-Caballero, Eduardo Fernández, Marco A. Formoso, Nicolás Gallego-Molina, Javier Gamazo, Javier González Jiménez, Jacob Rodriguez-Rivero, Carlos Garre del Olmo, F. Javier Garrigós, Andrés Gómez-Rodellar, Pedro Gómez Vilda, Manuel Graña, Bernabé Rodríguez-Tapia, Sophie C. F. Hendrikse, Carmen Jimenez-Mesa, Marina Jodra-Chuan, Vicente Julián, G. Gabriela Kotz, Krzysztof Kutt, Matthew Leming, Javier de Lope Asiaín, Beatriz del Cisne Macas Ordónez, V. Marrero-Aguiar, José Javier Martínez, Francisco Jesús Martínez-Murcia, Rafael Martínez-Tomás, Jirí Mekyska, Grzegorz J. Nalepa, Paulo Novais, D. Orellana, Andrés Ortiz, Daniel Palacios-Alonso, José T. Palma, António Pereira, Pedro Pinacho Davidson, María Angélica Pinninghoff, M. Ponticorvo, Alexandra Psarrou, Javier Ramírez, Mariano Rincón, V. Rodellar-Biarge, Ignacio Rodríguez-Rodríguez, Peter H. M. P. Roelofsma, José Santos, Diego Salas-Gonzalez, Pedro Salcedo Lagos, Fermín Segovia, Afshin Shoeibi, M. Silva, Dragan Simic, John Suckling, Jan Treur, Athanasios Tsanas, Ramiro Varela, Shui-Hua Wang, Wei Wang, Yu-Dong Zhang, Hengde Zhu, Ziquan Zhu, J. M. Ferrández-Vicente:
Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends. Inf. Fusion 100: 101945 (2023) - [j27]Víctor Rodríguez-Fernández, David Montalvo, Francesco Piccialli, Grzegorz J. Nalepa, David Camacho:
DeepVATS: Deep Visual Analytics for Time Series. Knowl. Based Syst. 277: 110793 (2023) - [c145]Jakub Jakubowski, Szymon Bobek, Grzegorz J. Nalepa:
Poster: Human-in-the-Loop Anomaly Detection in Industrial Data Streams. CHItaly 2023: 46:1-46:2 - [c144]Maciej Szelazek, Szymon Bobek, Grzegorz J. Nalepa:
Poster: Application of knowledge transfer to ML-based Quality Decision Support practice in the steel manufacturing process. CHItaly 2023: 50:1-50:2 - [c143]Krzysztof Kutt, Lukasz Sciga, Grzegorz J. Nalepa:
Emotion-based Dynamic Difficulty Adjustment in Video Games. DSAA 2023: 1-5 - [c142]Maciej Szelazek, Dan Hudson, Szymon Bobek, Grzegorz J. Nalepa, Martin Atzmueller:
Enhanced Explanations for Knowledge-Augmented Clustering using Subgroup Discovery. DSAA 2023: 1-11 - [c141]Maciej Szelazek, Szymon Bobek, Grzegorz J. Nalepa:
Improving Understandability of Explanations with a Usage of Expert Knowledge. ECAI Workshops (2) 2023: 36-47 - [c140]Iwona Grabska-Gradzinska, Maciej Szelazek, Szymon Bobek, Grzegorz J. Nalepa:
Visual Patterns in an Interactive App for Analysis Based on Control Charts and SHAP Values. ECAI Workshops (2) 2023: 48-59 - [c139]Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa:
Explainable Anomaly Detection in Industrial Streams. ECAI Workshops (1) 2023: 87-100 - [c138]Szymon Bobek, Slawomir Nowaczyk, Sepideh Pashami, Zahra Taghiyarrenani, Grzegorz J. Nalepa:
Towards Explainable Deep Domain Adaptation. ECAI Workshops (1) 2023: 101-113 - [c137]Michal Kuk, Szymon Bobek, Bruno Veloso, Lala H. Rajaoarisoa, Grzegorz J. Nalepa:
Feature Importances as a Tool for Root Cause Analysis in Time-Series Events. ICCS (5) 2023: 408-416 - [c136]Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa:
Towards Online Anomaly Detection in Steel Manufacturing Process. ICCS (4) 2023: 469-482 - [c135]Edyta Kuk, Szymon Bobek, Grzegorz J. Nalepa:
ML-Based Proactive Control of Industrial Processes. ICCS (2) 2023: 576-589 - [c134]João Gama, Slawomir Nowaczyk, Sepideh Pashami, Rita P. Ribeiro, Grzegorz J. Nalepa, Bruno Veloso:
XAI for Predictive Maintenance. KDD 2023: 5798-5799 - [c133]Javier Rodríguez-Juan, David Ortiz-Perez, José García Rodríguez, David Tomás, Grzegorz J. Nalepa:
Indoor Scenes Video Captioning. SOCO (2) 2023: 153-162 - [c132]David Ortiz-Perez, Pablo Ruiz-Ponce, Javier Rodríguez-Juan, David Tomás, José García Rodríguez, Grzegorz J. Nalepa:
Deep Learning-Based Emotion Detection in Aphasia Patients. SOCO (2) 2023: 195-204 - [c131]Szymon Bobek, Slawomir Nowaczyk, João Gama, Sepideh Pashami, Rita P. Ribeiro, Zahra Taghiyarrenani, Bruno Veloso, Lala H. Rajaoarisoa, Maciej Szelazek, Grzegorz J. Nalepa:
Why Industry 5.0 Needs XAI 2.0? xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 1-6 - [e17]Kobi Gal, Ann Nowé, Grzegorz J. Nalepa, Roy Fairstein, Roxana Radulescu:
ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland - Including 12th Conference on Prestigious Applications of Intelligent Systems (PAIS 2023). Frontiers in Artificial Intelligence and Applications 372, IOS Press 2023, ISBN 978-1-64368-436-9 [contents] - [i8]Víctor Rodríguez-Fernández, David Montalvo, Francesco Piccialli, Grzegorz J. Nalepa, David Camacho:
DeepVATS: Deep Visual Analytics for Time Series. CoRR abs/2302.03858 (2023) - [i7]Sepideh Pashami, Slawomir Nowaczyk, Yuantao Fan, Jakub Jakubowski, Nuno Paiva, Narjes Davari, Szymon Bobek, Samaneh Jamshidi, Hamid Sarmadi, Abdallah Alabdallah, Rita P. Ribeiro, Bruno Veloso, Moamar Sayed Mouchaweh, Lala H. Rajaoarisoa, Grzegorz J. Nalepa, João Gama:
Explainable Predictive Maintenance. CoRR abs/2306.05120 (2023) - [i6]Szymon Bobek, Grzegorz J. Nalepa:
Local Universal Rule-based Explanations. CoRR abs/2310.14894 (2023) - 2022
- [j26]Szymon Bobek, Michal Kuk, Maciej Szelazek, Grzegorz J. Nalepa:
Enhancing Cluster Analysis With Explainable AI and Multidimensional Cluster Prototypes. IEEE Access 10: 101556-101574 (2022) - [j25]Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa:
Anomaly Detection in Asset Degradation Process Using Variational Autoencoder and Explanations. Sensors 22(1): 291 (2022) - [c130]Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa:
Roll Wear Prediction in Strip Cold Rolling with Physics-Informed Autoencoder and Counterfactual Explanations. DSAA 2022: 1-10 - [c129]Michal Araszkiewicz, Grzegorz J. Nalepa, Radoslaw Palosz:
The Artificial Intelligence Act. A Jurisprudential View. IAIL@HHAI 2022 - [c128]Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa:
Performance of Explainable AI Methods in Asset Failure Prediction. ICCS (4) 2022: 472-485 - [c127]Michal Kuk, Szymon Bobek, Grzegorz J. Nalepa:
Comparing Explanations from Glass-Box and Black-Box Machine-Learning Models. ICCS (3) 2022: 668-675 - [c126]Maciej Mozolewski, Samaneh Jamshidi, Szymon Bobek, Grzegorz J. Nalepa:
Explain Your Clusters with Words. The Role of Metadata in Interactive Clustering. SEM4NBU@IJCAI 2022: 53-59 - [c125]Krzysztof Kutt, Piotr Sobczyk, Grzegorz J. Nalepa:
Evaluation of Selected APIs for Emotion Recognition from Facial Expressions. IWINAC (1) 2022: 65-74 - [c124]Bartlomiej Malkus, Grzegorz J. Nalepa:
Forecasting Daily Cash Flows in a Company - Shortcoming in the Research Field and Solution Exploration. LOD (1) 2022: 360-369 - [e16]Michal Araszkiewicz, Martin Atzmueller, Grzegorz J. Nalepa, Bart Verheij, Szymon Bobek:
Proceedings of 4th International Workshop on eXplainable and Responsible AI and Law co-located with 18th International Conference on Artificial Intelligence and Law (ICAIL 2021), Virtual Event, Sao Paolo, Brazil, June 21, 2021. CEUR Workshop Proceedings 3168, CEUR-WS.org 2022 [contents] - 2021
- [j24]Krzysztof Kutt, Dominika Drazyk, Szymon Bobek, Grzegorz J. Nalepa:
Personality-Based Affective Adaptation Methods for Intelligent Systems. Sensors 21(1): 163 (2021) - [j23]Grzegorz J. Nalepa, Szymon Bobek, Krzysztof Kutt, Martin Atzmueller:
Semantic Data Mining in Ubiquitous Sensing: A Survey. Sensors 21(13): 4322 (2021) - [j22]Víctor Rodríguez-Fernández, Agnieszka Trzcionkowska, Antonio González-Pardo, Edyta Brzychczy, Grzegorz J. Nalepa, David Camacho:
Conformance Checking for Time-Series-Aware Processes. IEEE Trans. Ind. Informatics 17(2): 871-881 (2021) - [c123]Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa:
Explainable anomaly detection for Hot-rolling industrial process. DSAA 2021: 1-10 - [c122]Michal Kuk, Szymon Bobek, Grzegorz J. Nalepa:
Explainable clustering with multidimensional bounding boxes. DSAA 2021: 1-10 - [c121]Szymon Bobek, Pawel Balaga, Grzegorz J. Nalepa:
Towards Model-Agnostic Ensemble Explanations. ICCS (4) 2021: 39-51 - [c120]Szymon Bobek, Maciej Mozolewski, Grzegorz J. Nalepa:
Explanation-Driven Model Stacking. ICCS (6) 2021: 361-371 - [c119]Krzysztof Kutt, Sebastian Skoczen, Grzegorz J. Nalepa:
A Voice-Based Travel Recommendation System Using Linked Open Data. ICCS (3) 2021: 370-377 - [c118]Szymon Bobek, Grzegorz J. Nalepa:
Introducing Uncertainty into Explainable AI Methods. ICCS (6) 2021: 444-457 - [c117]Szymon Bobek, Grzegorz J. Nalepa:
Augmenting Automatic Clustering with Expert Knowledge and Explanations. ICCS (4) 2021: 631-638 - [c116]Krzysztof Kutt, Piotr Nowara, Rafal Szczur, Grazyna Barnowska, Grzegorz J. Nalepa:
Smart Data for Goods and Vehicle Monitoring - Practical Considerations on Data Semantization. ICTAI 2021: 1216-1220 - [c115]Krzysztof Kutt, Laura Zuchowska, Szymon Bobek, Grzegorz J. Nalepa:
People in the Context - an Analysis of Game-based Experimental Protocol. MRC@IJCAI 2021: 46-50 - [c114]Laura Zuchowska, Krzysztof Kutt, Grzegorz J. Nalepa:
Bartle Taxonomy-based Game for Affective and Personality Computing Research. MRC@IJCAI 2021: 51-55 - [e15]Grzegorz J. Nalepa, Michal Araszkiewicz, Martin Atzmueller, Bart Verheij, Szymon Bobek:
Proceedings of the 3rd EXplainable AI in Law Workshop (XAILA 2020) co-located with 33rd International Conference on Legal Knowledge and Information Systems (JURIX 2020), Prague, Czech Republic, December 9th, 2020. CEUR Workshop Proceedings 2891, CEUR-WS.org 2021 [contents] - [d4]Krzysztof Kutt, Dominika Drazyk, Szymon Bobek, Grzegorz J. Nalepa:
BIRAFFE2: The 2nd Study in Bio-Reactions and Faces for Emotion-based Personalization for AI Systems. Version 1.1.0. Zenodo, 2021 [all versions]
- [i5]Slawomir Konrad Tadeja, Krzysztof Kutt, Yupu Lu, Pranay Seshadri, Grzegorz J. Nalepa, Per Ola Kristensson:
Jarvis for Aeroengine Analytics: A Speech Enhanced Virtual Reality Demonstrator Based on Mining Knowledge Databases. CoRR abs/2107.13403 (2021) - [i4]Szymon Bobek, Michal Kuk, Jakub Brzegowski, Edyta Brzychczy, Grzegorz J. Nalepa:
KnAC: an approach for enhancing cluster analysis with background knowledge and explanations. CoRR abs/2112.08759 (2021) - 2020
- [c113]Szymon Bobek, Agnieszka Trzcionkowska, Edyta Brzychczy, Grzegorz J. Nalepa:
Cluster Discovery from Sensor Data Incorporating Expert Knowledge. KR4L@ECAI 2020: 10-21 - [c112]Laura Zuchowska, Krzysztof Kutt, Krzysztof Geleta, Szymon Bobek, Grzegorz J. Nalepa:
Affective Games Provide Controlable Context. Proposal of an Experimental Framework. MRC@ECAI 2020: 45-50 - [c111]Szymon Bobek, Magdalena M. Tragarz, Maciej Szelazek, Grzegorz J. Nalepa:
Explaining Machine Learning Models of Emotion Using the BIRAFFE Dataset. ICAISC (2) 2020: 290-300 - [c110]Maciej Szelazek, Szymon Bobek, Antonio González-Pardo, Grzegorz J. Nalepa:
Towards the Modeling of the Hot Rolling Industrial Process. Preliminary Results. IDEAL (1) 2020: 385-396 - [e14]Grzegorz J. Nalepa, José Manuel Ferrández, José T. Palma-Méndez, Vicente Julián:
Proceedings of the 3rd Workshop on Affective Computing and Context Awareness in Ambient Intelligence (AfCAI 2019), Universidad Politécnica de Cartagena, Spain, November 11-12, 2019. CEUR Workshop Proceedings 2609, CEUR-WS.org 2020 [contents] - [e13]Grzegorz J. Nalepa, Martin Atzmueller, Michal Araszkiewicz, Paulo Novais:
Proceedings of the 2nd EXplainable AI in Law Workshop (XAILA 2019) co-located with 32nd International Conference on Legal Knowledge and Information Systems (JURIX 2019), Madrid, Spain, December 11, 2019. CEUR Workshop Proceedings 2681, CEUR-WS.org 2020 [contents] - [d3]Krzysztof Kutt, Szymon Bobek, Grzegorz J. Nalepa:
BIRAFFE: Bio-Reactions and Faces for Emotion-based Personalization. Version 1.0.1. Zenodo, 2020 [all versions] - [d2]Krzysztof Kutt, Dominika Drazyk, Szymon Bobek, Grzegorz J. Nalepa:
BIRAFFE2: The 2nd Study in Bio-Reactions and Faces for Emotion-based Personalization for AI Systems. Version 1.0.0. Zenodo, 2020 [all versions] - [i3]Krzysztof Kutt, Dominika Drazyk, Maciej Szelazek, Szymon Bobek, Grzegorz J. Nalepa:
The BIRAFFE2 Experiment. Study in Bio-Reactions and Faces for Emotion-based Personalization for AI Systems. CoRR abs/2007.15048 (2020)
2010 – 2019
- 2019
- [j21]Szymon Bobek, Grzegorz J. Nalepa, Mateusz Slazynski:
HEARTDROID - Rule engine for mobile and context-aware expert systems. Expert Syst. J. Knowl. Eng. 36(1) (2019) - [j20]Grzegorz J. Nalepa, José T. Palma-Méndez, María Trinidad Herrero Ezquerro:
Affective computing in ambient intelligence systems. Future Gener. Comput. Syst. 92: 454-457 (2019) - [j19]Grzegorz J. Nalepa, Krzysztof Kutt, Szymon Bobek:
Mobile platform for affective context-aware systems. Future Gener. Comput. Syst. 92: 490-503 (2019) - [j18]Krzysztof Kluza, Grzegorz J. Nalepa:
Formal Model of Business Processes Integrated with Business Rules. Inf. Syst. Frontiers 21(5): 1167-1185 (2019) - [j17]Grzegorz J. Nalepa, Krzysztof Kutt, Barbara Gizycka, Pawel Jemiolo, Szymon Bobek:
Analysis and Use of the Emotional Context with Wearable Devices for Games and Intelligent Assistants. Sensors 19(11): 2509 (2019) - [c109]Jan K. Argasinski, Grzegorz J. Nalepa, Pawel Strojny, Pawel Wegrzyn:
Applying Affective Design Patterns in VR Firefighter Training Simulator. AfCAI 2019 - [c108]Krzysztof Kutt, Dominika Drazyk, Pawel Jemiolo, Szymon Bobek, Barbara Gizycka, Víctor Rodríguez-Fernández, Grzegorz J. Nalepa:
BIRAFFE: Bio-Reactions and Faces for Emotion-based Personalization. AfCAI 2019 - [c107]Mateusz Slazynski, Salvador Abreu, Grzegorz J. Nalepa:
Towards a formal specification of local search neighborhoods from a constraint satisfaction problem structure. GECCO (Companion) 2019: 137-138 - [c106]Barbara Gizycka, Krzysztof Kutt, Grzegorz J. Nalepa:
Knowledge-based Development of Games Using Design Patterns Ontology. SEMANTiCS (Posters & Demos) 2019 - [c105]Pawel Jemiolo, Barbara Gizycka, Grzegorz J. Nalepa:
Prototypes of Arcade Games Enabling Affective Interaction. ICAISC (2) 2019: 553-563 - [c104]Grzegorz J. Nalepa, Michal Araszkiewicz, Slawomir Nowaczyk, Szymon Bobek:
Building Trust to AI Systems Through Explainability. Technical and legal perspectives. XAILA@JURIX 2019 - [c103]Mateusz Slazynski, Salvador Abreu, Grzegorz J. Nalepa:
Generating Local Search Neighborhood with Synthesized Logic Programs. ICLP Technical Communications 2019: 168-181 - [e12]Mar Marcos, Jose M. Juarez, Richard Lenz, Grzegorz J. Nalepa, Slawomir Nowaczyk, Mor Peleg, Jerzy Stefanowski, Gregor Stiglic:
Artificial Intelligence in Medicine: Knowledge Representation and Transparent and Explainable Systems - AIME 2019 International Workshops, KR4HC/ProHealth and TEAAM, Poznan, Poland, June 26-29, 2019, Revised Selected Papers. Lecture Notes in Computer Science 11979, Springer 2019, ISBN 978-3-030-37445-7 [contents] - [e11]Grzegorz J. Nalepa, Martin Atzmueller, Michal Araszkiewicz, Paulo Novais:
Proceedings of the EXplainable AI in Law Workshop co-located with the 31st International Conference on Legal Knowledge and Information Systems, XAILA@JURIX 2018, Groningen, The Netherlands, December 12, 2018. CEUR Workshop Proceedings 2381, CEUR-WS.org 2019 [contents] - [d1]Krzysztof Kutt, Szymon Bobek, Grzegorz J. Nalepa:
BIRAFFE: Bio-Reactions and Faces for Emotion-based Personalization. Version 1.0.0. Zenodo, 2019 [all versions] - 2018
- [b1]Grzegorz J. Nalepa:
Modeling with Rules Using Semantic Knowledge Engineering. Intelligent Systems Reference Library 130, Springer 2018, ISBN 978-3-319-66654-9, pp. 3-430 - [j16]Ângelo Costa, Paulo Novais, Vicente Julián, Grzegorz J. Nalepa:
Cognitive assistants. Int. J. Hum. Comput. Stud. 117: 1-3 (2018) - [c102]Grzegorz J. Nalepa, Krzysztof Kutt, Szymon Bobek, Barbara Gizycka:
Development of Mobile Platform for Affect Interpretation. Current Progress. AfCAI 2018 - [c101]Grzegorz J. Nalepa:
Techniques for Construction and Integration of Rule Bases. Advances in Data Analysis with Computational Intelligence Methods 2018: 203-223 - [c100]Barbara Gizycka, Grzegorz J. Nalepa:
Emotion in Models Meets Emotion in Design: Building True Affective Games. GEM 2018: 1-5 - [c99]Krzysztof Kutt, Grzegorz J. Nalepa, Barbara Gizycka, Pawel Jemiolo, Marcin Adamczyk:
BandReader - A Mobile Application for Data Acquisition from Wearable Devices in Affective Computing Experiments. HSI 2018: 42-48 - [c98]Krzysztof Kutt, Wojciech Binek, Piotr Misiak, Grzegorz J. Nalepa, Szymon Bobek:
Towards the Development of Sensor Platform for Processing Physiological Data from Wearable Sensors. ICAISC (2) 2018: 168-178 - [c97]Grzegorz J. Nalepa, Edyta Brzychczy, Szymon Bobek:
On the Opportunities for Using Mobile Devices for Activity Monitoring and Understanding in Mining Applications. IDEAL (2) 2018: 75-83 - [c96]Michal Araszkiewicz, Grzegorz J. Nalepa:
Explainability of Formal Models of Argumentation Applied to Legal Domain. XAILA@JURIX 2018: 21-25 - [e10]Grzegorz J. Nalepa, Vicente Julián, José Tomás Palma Méndez, Ângelo Costa, Carlos Carrascosa, Paulo Novais:
Proceedings of the Workshop on Affective Computing and Context Awareness in Ambient Intelligence (AfCAI 2018), Valencia, Spain, April 19-20, 2018. CEUR Workshop Proceedings 2166, CEUR-WS.org 2018 [contents] - [e9]Grzegorz J. Nalepa, Joachim Baumeister:
Synergies Between Knowledge Engineering and Software Engineering. Advances in Intelligent Systems and Computing 626, Springer 2018, ISBN 978-3-319-64160-7 [contents] - [i2]Barbara Gizycka, Grzegorz J. Nalepa, Pawel Jemiolo:
"AIded with emotions" - a new design approach towards affective computer systems. CoRR abs/1806.04236 (2018) - 2017
- [j15]