GEIST Research Group

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====== Publications ======
 
===== GEIST members publications in bibliometric systems =====
  * [[pub:about_us:gjn|prof. dr hab. inż. Grzegorz J. Nalepa]] ([[https://dblp.org/pid/37/873.html|DBLP]]), ([[https://scholar.google.com/citations?user=D-h16N8AAAAJ|Google Scholar]])
  * [[pub:about_us:gjn|prof. dr hab. Marcin Szpyrka]] ([[https://dblp.org/pid/99/3200.html|DBLP]]), ([[https://scholar.google.com/citations?user=GvgQACsAAAAJ|Google Scholar]])

  * [[pub:about_us:sbk|dr inż. Szymon Bobek]] ([[https://dblp.org/pid/36/9935.html|DBLP]]), ([[https://scholar.google.com/citations?user=tCxgCbYAAAAJ|Google Scholar]])
  * [[pub:about_us:kkt|dr inż. Krzysztof Kutt]] ([[https://dblp.org/pid/136/7182.html|DBLP]]), ([[https://scholar.google.com/citations?user=bdXQELMAAAAJ|Google Scholar]])

  * [[pub:about_us:jkb|Jakub Jakubowski]] ([[https://dblp.org/pid/304/3688.html|DBLP]])
  * [[pub:about_us:mkk|Michał Kuk]] ([[https://dblp.org/pid/304/3713.html|DBLP]]), ([[https://scholar.google.com/citations?user=8iCADFIAAAAJ|Google Scholar]])
  * [[pub:about_us:mtm|Maciej Mozolewski]] ([[https://dblp.org/pid/294/7253.html|DBLP]])
  * [[pub:about_us:mzk|Maciej Szelążek]] ([[https://dblp.org/pid/271/4689.html|DBLP]])


===== Browse GEIST publications by year =====
You can browse GEIST members' publication from last years below:

==== 2025 ====

  - J. Ignatowicz, K. Kutt, and G. J. Nalepa, “**Position Paper: Metadata Enrichment Model: Integrating Neural Networks and Semantic Knowledge Graphs for Cultural Heritage Applications**,” in //2025 International Joint Conference on Neural Networks (IJCNN)//, IEEE, 2025, pp. 1–8. doi: [[https://doi.org/10.1109/IJCNN64981.2025.11228881|10.1109/IJCNN64981.2025.11228881]].
  - M. Mozolewski, H. Zych, S. Manai, K. Kutt, and G. J. Nalepa, “**Explainable Next-Purchase Recommendations: A Multistakeholder Framework**,” in //Proceedings of the 2025 Workshop on AI for Understanding Human Behavior in Professional Settings (BEHAIV 2025) co-located with 28th European Conference on Artificial Intelligence (ECAI 2025)//, M. Spiliopoulou, S. Nowaczyk, M. Ragni, and J. Stefanowski, Eds., CEUR-WS.org, 2025. [Online]. Available: {{https://ceur-ws.org/Vol-4073/BEHAIV2025_CRV_1.pdf|BEHAIV2025_CRV_1.pdf}}
  

==== 2024 ====

  - L. do Valle Miranda, J. Gomułka, K. Kutt, and G. J. Nalepa, “**TAO: a document-and person-centric ontology for storing rich metadata of manuscripts**,” in //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)//, CEUR-WS.org, 2024, [Online]. Available: {{https://ceur-ws.org/Vol-3882/yoda-5.pdf|yoda-5.pdf}}
  - J. Ignatowicz, K. Kutt, and G. J. Nalepa, “**Evaluation and Comparison of Emotionally Evocative Image Augmentation Methods**,” //Procedia Computer Science//, vol. 246, pp. 3073–3082, 2024, doi: [[https://doi.org/10.1016/j.procs.2024.09.365|10.1016/j.procs.2024.09.365]].
  - K. Kutt and G. J. Nalepa, “**Emotion Prediction in Real-Life Scenarios: On the Way to the BIRAFFE3 Dataset**,” in //Artificial Intelligence for Neuroscience and Emotional Systems. IWINAC 2024//, J. M. Ferrández Vicente, M. Val Calvo, and H. Adeli, Eds., Cham: Springer, 2024, pp. 465–475. doi: [[https://doi.org/10.1007/978-3-031-61140-7_44|10.1007/978-3-031-61140-7_44]].
  - K. Kutt, M. Kutt, B. Kawa, and G. J. Nalepa, “**Human-in-the-Loop for Personality Dynamics: Proposal of a New Research Approach**,” in //Artificial Intelligence for Neuroscience and Emotional Systems. IWINAC 2024//, J. M. Ferrández Vicente, M. Val Calvo, and H. Adeli, Eds., Cham: Springer, 2024, pp. 455–464. doi: [[https://doi.org/10.1007/978-3-031-61140-7_43|10.1007/978-3-031-61140-7_43]].
  

==== 2023 ====

  - K. Kutt, Ł. Ściga, and G. J. Nalepa, “**Emotion-based Dynamic Difficulty Adjustment in Video Games**,” in //2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA)//, Oct. 2023, pp. 1–5, doi: [[https://doi.org/10.1109/DSAA60987.2023.10302578|10.1109/DSAA60987.2023.10302578]].
  - J. M. Górriz et al., “**Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends**,” //Inf. Fusion//, vol. 100, p. 101945, 2023, doi: [[https://doi.org/10.1016/j.inffus.2023.101945|10.1016/j.inffus.2023.101945]].
  - K. Kutt and G. J. Nalepa, “**Loki -- the semantic wiki for collaborative knowledge engineering**,” //Expert Systems with Applications//, vol. 224, p. 119968, 2023, doi: [[https://doi.org/10.1016/j.eswa.2023.119968|10.1016/j.eswa.2023.119968]].

==== 2022 ====

  - M. Sabat, B. Haładus, M. Klincewicz, and G. J. Nalepa, “**Cognitive load, fatigue and aversive simulator symptoms but not manipulated zeitgebers affect duration perception in virtual reality**,” //Sci. Rep.//, vol. 12, p. 15689, 2022, doi: [[https://doi.org/10.1038/s41598-022-18520-1|10.1038/s41598-022-18520-1]].
  - K. Kutt, D. Drążyk, L. Żuchowska, M. Szelążek, S. Bobek, and G. J. Nalepa, “**BIRAFFE2, a multimodal dataset for emotion-based personalization in rich affective game environments**,” //Sci. Data//, vol. 9, no. 1, p. 274, 2022, doi: [[https://doi.org/10.1038/s41597-022-01402-6|10.1038/s41597-022-01402-6]].
  - J. Jakubowski, P. Stanisz, S. Bobek, and G. J. Nalepa, “**Anomaly Detection in Asset Degradation Process Using Variational Autoencoder and Explanations**,” //Sensors//, vol. 22, no. 1, p. 291, 2022, doi: [[https://doi.org/10.3390/s22010291|10.3390/s22010291]].
  - K. Kutt, P. Sobczyk, and G. J. Nalepa, “**Evaluation of Selected APIs for Emotion Recognition from Facial Expressions**,” in //Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence - 9th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2022, Puerto de la Cruz, Tenerife, Spain, May 31 - June 3, 2022, Proceedings, Part II//, 2022, vol. 13259, pp. 65–74, doi: [[https://doi.org/10.1007/978-3-031-06527-9_7|10.1007/978-3-031-06527-9_7]].
  - J. Jakubowski, P. Stanisz, S. Bobek, and G. J. Nalepa, “**Performance of Explainable {AI} Methods in Asset Failure Prediction**,” in //Computational Science - ICCS 2022 - 22nd International Conference, London, UK, June 21-23, 2022, Proceedings, Part IV//, 2022, vol. 13353, pp. 472–485, doi: [[https://doi.org/10.1007/978-3-031-08760-8_40|10.1007/978-3-031-08760-8_40]].
  - M. Kuk, S. Bobek, and G. J. Nalepa, “**Comparing Explanations from Glass-Box and Black-Box Machine-Learning Models**,” in //Computational Science - ICCS 2022 - 22nd International Conference, London, UK, June 21-23, 2022, Proceedings, Part III//, 2022, vol. 13352, pp. 668–675, doi: [[https://doi.org/10.1007/978-3-031-08757-8_55|10.1007/978-3-031-08757-8_55]].

==== 2021 ====

  - V. Rodriguez-Fernández, A. Trzcionkowska, A. González-Pardo, E. Brzychczy, G. J. Nalepa, and D. Camacho, “**Conformance Checking for Time-Series-Aware Processes**,” //IEEE Trans. Ind. Informatics//, vol. 17, no. 2, pp. 871–881, 2021, doi: [[https://doi.org/10.1109/TII.2020.2977126|10.1109/TII.2020.2977126]].
  - M. Kuk, S. Bobek, and G. J. Nalepa, “**Explainable clustering with multidimensional bounding boxes**,” in //8th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2021, Porto, Portugal, October 6-9, 2021//, 2021, pp. 1–10, doi: [[https://doi.org/10.1109/DSAA53316.2021.9564220|10.1109/DSAA53316.2021.9564220]].
  - L. Żuchowska, K. Kutt, and G. J. Nalepa, “**Bartle Taxonomy-based Game for Affective and Personality Computing Research**,” in //Proceedings of the Twelfth International Workshop Modelling and Reasoning in Context (MRC 2021) co-located with the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021), Montréal, Quebec, Canada, August 19-20, 2021//, 2021, vol. 2995, pp. 51–55, [Online]. Available: {{http://ceur-ws.org/Vol-2995/paper7.pdf}}.
  - G. J. Nalepa, S. Bobek, K. Kutt, and M. Atzmueller, “**Semantic Data Mining in Ubiquitous Sensing: A Survey**,” //Sensors//, vol. 21, no. 13, p. 4322, 2021, doi: [[https://doi.org/10.3390/s21134322|10.3390/s21134322]].
  - J. Jakubowski, P. Stanisz, S. Bobek, and G. J. Nalepa, “**Explainable anomaly detection for Hot-rolling industrial process**,” in //8th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2021, Porto, Portugal, October 6-9, 2021//, 2021, pp. 1–10, doi: [[https://doi.org/10.1109/DSAA53316.2021.9564228|10.1109/DSAA53316.2021.9564228]].
  - S. Bobek and G. J. Nalepa, “**Introducing Uncertainty into Explainable AI Methods**,” in //Computational Science - ICCS 2021 - 21st International Conference, Krakow, Poland, June 16-18, 2021, Proceedings, Part VI//, 2021, vol. 12747, pp. 444–457, doi: [[https://doi.org/10.1007/978-3-030-77980-1_34|10.1007/978-3-030-77980-1_34]].
  - S. Bobek, P. Bałaga, and G. J. Nalepa, “**Towards Model-Agnostic Ensemble Explanations**,” in //Computational Science - ICCS 2021 - 21st International Conference, Krakow, Poland, June 16-18, 2021, Proceedings, Part IV//, 2021, vol. 12745, pp. 39–51, doi: [[https://doi.org/10.1007/978-3-030-77970-2_4|10.1007/978-3-030-77970-2_4]].
  - K. Kutt, L. Żuchowska, S. Bobek, and G. J. Nalepa, “**People in the Context - an Analysis of Game-based Experimental Protocol**,” in //Proceedings of the Twelfth International Workshop Modelling and Reasoning in Context (MRC 2021) co-located with the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021), Montréal, Quebec, Canada, August 19-20, 2021//, 2021, vol. 2995, pp. 46–50, [Online]. Available: {{http://ceur-ws.org/Vol-2995/paper6.pdf}}.
  - S. Bobek, M. Mozolewski, and G. J. Nalepa, “**Explanation-Driven Model Stacking**,” in //Computational Science - ICCS 2021 - 21st International Conference, Krakow, Poland, June 16-18, 2021, Proceedings, Part VI//, 2021, vol. 12747, pp. 361–371, doi: [[https://doi.org/10.1007/978-3-030-77980-1_28|10.1007/978-3-030-77980-1_28]].
  - K. Kutt, S. Skoczeń, and G. J. Nalepa, “**A Voice-Based Travel Recommendation System Using Linked Open Data**,” in //Computational Science - ICCS 2021 - 21st International Conference, Krakow, Poland, June 16-18, 2021, Proceedings, Part III//, 2021, vol. 12744, pp. 370–377, doi: [[https://doi.org/10.1007/978-3-030-77967-2_31|10.1007/978-3-030-77967-2_31]].
  - K. Kutt, P. Nowara, R. Szczur, G. Barnowska, and G. J. Nalepa, “**Smart Data for Goods and Vehicle Monitoring - Practical Considerations on Data Semantization**,” in //33rd IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2021, Washington, DC, USA, November 1-3, 2021//, 2021, pp. 1216–1220, doi: [[https://doi.org/10.1109/ICTAI52525.2021.00192|10.1109/ICTAI52525.2021.00192]].
  - S. Bobek, M. Kuk, J. Brzegowski, E. Brzychczy, and G. J. Nalepa, “**KnAC: an approach for enhancing cluster analysis with background knowledge and explanations**,” //CoRR// abs/2112.08759, 2021, [Online]. Available: [[https://arxiv.org/abs/2112.08759]].
  - S. K. Tadeja, K. Kutt, Y. Lu, P. Seshadri, G. J. Nalepa, and P. O. Kristensson, “**Jarvis for Aeroengine Analytics: A Speech Enhanced Virtual Reality Demonstrator Based on Mining Knowledge Databases**,” //CoRR// abs/2107.13403, 2021, [Online]. Available: [[https://arxiv.org/abs/2107.13403]].
  - K. Kutt, D. Drążyk, S. Bobek, and G. J. Nalepa, “**Personality-Based Affective Adaptation Methods for Intelligent Systems**,” //Sensors//, vol. 21, no. 1, p. 163, 2021, doi: [[https://doi.org/10.3390/s21010163|10.3390/s21010163]].
  - S. Bobek and G. J. Nalepa, “**Augmenting Automatic Clustering with Expert Knowledge and Explanations**,” in //Computational Science - ICCS 2021 - 21st International Conference, Krakow, Poland, June 16-18, 2021, Proceedings, Part IV//, 2021, vol. 12745, pp. 631–638, doi: [[https://doi.org/10.1007/978-3-030-77970-2_48|10.1007/978-3-030-77970-2_48]].

==== 2020 ====

  - S. Bobek, M. M. Tragarz, M. Szelążek, and G. J. Nalepa, “**Explaining Machine Learning Models of Emotion Using the BIRAFFE Dataset**,” in //Artificial Intelligence and Soft Computing - 19th International Conference, ICAISC 2020, Zakopane, Poland, October 12-14, 2020, Proceedings, Part II//, L. Rutkowski, R. Scherer, M. Korytkowski, W. Pedrycz, R. Tadeusiewicz, and J. M. Żurada, Eds. Springer, 2020, pp. 290–300, doi: [[https://doi.org/10.1007/978-3-030-61534-5_26|10.1007/978-3-030-61534-5_26]].
  - G. J. Nalepa, J. M. Ferrández, J. T. Palma-Méndez, and V. Julián, Eds., “**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,**” 2020, vol. 2609, [Online]. Available: [[http://ceur-ws.org/Vol-2609]].
  - G. J. Nalepa, M. Atzmueller, M. Araszkiewicz, and P. Novais, Eds., “**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,**” 2020, vol. 2681, [Online]. Available: [[http://ceur-ws.org/Vol-2681]].
  - L. Żuchowska, K. Kutt, K. Geleta, S. Bobek, and G. J. Nalepa, “**Affective Games Provide Controlable Context. Proposal of an Experimental Framework**,” in //Proceedings of the Eleventh International Workshop Modelling and Reasoning in Context co-located with the 24th European Conference on Artificial Intelligence, MRC@ECAI 2020, Santiago de Compostela, Galicia, Spain, August 29, 2020//, 2020, vol. 2787, pp. 45–50, [Online]. Available: {{http://ceur-ws.org/Vol-2787/paper7.pdf}}.
  - M. Szelążek, S. Bobek, A. González-Pardo, and G. J. Nalepa, “**Towards the Modeling of the Hot Rolling Industrial Process. Preliminary Results**,” in //Intelligent Data Engineering and Automated Learning - IDEAL 2020 - 21st International Conference, Guimaraes, Portugal, November 4-6, 2020, Proceedings, Part I//, 2020, vol. 12489, pp. 385–396, doi: [[https://doi.org/10.1007/978-3-030-62362-3_34|10.1007/978-3-030-62362-3_34]].
  - K. Kutt, D. Drążyk, M. Szelążek, S. Bobek, and G. J. Nalepa, “**The BIRAFFE2 Experiment. Study in Bio-Reactions and Faces for Emotion-based Personalization for AI Systems**,” //CoRR// abs/2007.15048, 2020, [Online]. Available: [[https://arxiv.org/abs/2007.15048]].
  - S. Bobek, A. Trzcionkowska, E. Brzychczy, and G. J. Nalepa, “**Cluster Discovery from Sensor Data Incorporating Expert Knowledge**,” in //Proceedings of the International Workshop on Knowledge Representation and Representation Learning co-located with the 24th European Conference on Artificial Intelligence (ECAI 2020), Virtual Event, September, 2020//, 2020, vol. 3020, pp. 10–21, [Online]. Available: {{http://ceur-ws.org/Vol-3020/KR4L_paper_5.pdf}}.

==== 2019 ====

  - B. Giżycka, K. Kutt, and G. J. Nalepa, “**Knowledge-based Development of Games Using Design Patterns Ontology**,” in //Proceedings of the Posters and Demo Track of the 15th International Conference on Semantic Systems co-located with 15th International Conference on Semantic Systems (SEMANTiCS 2019), Karlsruhe, Germany, September 9th - to - 12th, 2019//, 2019, vol. 2451, [Online]. Available: {{http://ceur-ws.org/Vol-2451/paper-12.pdf}}.
  - M. Z. Łępicki and S. Bobek, “**Affective Context-Aware Systems: Architecture of a Dynamic Framework**,” in //Artificial Intelligence and Soft Computing - 18th International Conference, ICAISC 2019, Zakopane, Poland, June 16-20, 2019, Proceedings, Part II//, 2019, vol. 11509, pp. 575–584, doi: [[https://doi.org/10.1007/978-3-030-20915-5_51|10.1007/978-3-030-20915-5_51]].
  - G. J. Nalepa, J. T. Palma-Méndez, and M. T. H. Ezquerro, “**Affective computing in ambient intelligence systems**,” //Futur. Gener. Comput. Syst.//, vol. 92, pp. 454–457, 2019, doi: [[https://doi.org/10.1016/j.future.2018.11.016|10.1016/j.future.2018.11.016]].
  - K. Kluza and G. J. Nalepa, “**Formal Model of Business Processes Integrated with Business Rules**,” //Inf. Syst. Front.//, vol. 21, no. 5, pp. 1167–1185, 2019, doi: [[https://doi.org/10.1007/s10796-018-9826-y|10.1007/s10796-018-9826-y]].
  - J. K. Argasiński, G. J. Nalepa, P. Strojny, and P. Węgrzyn, “**Applying Affective Design Patterns in VR Firefighter Training Simulator**,” in //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//, 2019, vol. 2609, [Online]. Available: {{http://ceur-ws.org/Vol-2609/AfCAI2019_paper_7.pdf}}.
  - M. Ślażyński, S. Abreu, and G. J. Nalepa, “**Towards a formal specification of local search neighborhoods from a constraint satisfaction problem structure**,” in //Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2019, Prague, Czech Republic, July 13-17, 2019//, 2019, pp. 137–138, doi: [[https://doi.org/10.1145/3319619.3321968|10.1145/3319619.3321968]].
  - P. Jemioło, B. Giżycka, and G. J. Nalepa, “**Prototypes of Arcade Games Enabling Affective Interaction**,” in //Artificial Intelligence and Soft Computing - 18th International Conference, ICAISC 2019, Zakopane, Poland, June 16-20, 2019, Proceedings, Part II//, 2019, vol. 11509, pp. 553–563, doi: [[https://doi.org/10.1007/978-3-030-20915-5_49|10.1007/978-3-030-20915-5_49]].
  - M. Ślażyński, S. Abreu, and G. J. Nalepa, “**Generating Local Search Neighborhood with Synthesized Logic Programs**,” in //Proceedings 35th International Conference on Logic Programming (Technical Communications), ICLP 2019 Technical Communications, Las Cruces, NM, USA, September 20-25, 2019//, 2019, vol. 306, pp. 168–181, doi: [[https://doi.org/10.4204/EPTCS.306.22|10.4204/EPTCS.306.22]].
  - M. Marcos et al., Eds., “**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,**” 2019, vol. 11979, doi: [[https://doi.org/10.1007/978-3-030-37446-4|10.1007/978-3-030-37446-4]].
  - G. J. Nalepa, M. Atzmueller, M. Araszkiewicz, and P. Novais, Eds., “**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**,” 2019, vol. 2381, [Online]. Available: [[http://ceur-ws.org/Vol-2381]].
  - G. J. Nalepa, M. Araszkiewicz, S. Nowaczyk, and S. Bobek, “**Building Trust to AI Systems Through Explainability. Technical and legal perspectives**,” in //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//, 2019, vol. 2681, [Online]. Available: {{http://ceur-ws.org/Vol-2681/xaila2019-paper2.pdf}}.
  - K. Kutt et al., “**BIRAFFE: Bio-Reactions and Faces for Emotion-based Personalization**,” in //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//, 2019, vol. 2609, [Online]. Available: {{http://ceur-ws.org/Vol-2609/AfCAI2019_paper_6.pdf}}.
  - S. Bobek, G. J. Nalepa, and M. Ślażyński, “**HEARTDROID - Rule engine for mobile and context-aware expert systems**,” **Expert Syst. J. Knowl. Eng.**, vol. 36, no. 1, 2019, doi: [[https://doi.org/10.1111/exsy.12328|10.1111/exsy.12328]].
  - G. J. Nalepa, K. Kutt, and S. Bobek, “**Mobile platform for affective context-aware systems**,” //Futur. Gener. Comput. Syst.//, vol. 92, pp. 490–503, 2019, doi: [[https://doi.org/10.1016/j.future.2018.02.033|10.1016/j.future.2018.02.033]].
  - G. J. Nalepa, K. Kutt, B. Giżycka, P. Jemioło, and S. Bobek, “**Analysis and Use of the Emotional Context with Wearable Devices for Games and Intelligent Assistants**,” //Sensors//, vol. 19, no. 11, p. 2509, 2019, doi: [[https://doi.org/10.3390/s19112509|10.3390/s19112509]].

==== 2018 ====

  - K. Kutt, G. J. Nalepa, B. Giżycka, P. Jemioło, and M. Adamczyk, “**BandReader - A Mobile Application for Data Acquisition from Wearable Devices in Affective Computing Experiments**,” in //11th International Conference on Human System Interaction, HSI 2018, Gdansk, Poland, July 4-6, 2018//, 2018, pp. 42–48, doi: [[https://doi.org/10.1109/HSI.2018.8431271|10.1109/HSI.2018.8431271]].
  - S. Bobek and P. Misiak, “**Uncertain Decision Tree Classifier for Mobile Context-Aware Computing**,” in //Artificial Intelligence and Soft Computing - 17th International Conference, ICAISC 2018, Zakopane, Poland, June 3-7, 2018, Proceedings, Part II//, 2018, vol. 10842, pp. 276–287, doi: [[https://doi.org/10.1007/978-3-319-91262-2_25|10.1007/978-3-319-91262-2_25]].
  - S. Bobek and K. Jurek, “**Causal Rules Detection in Streams of Unlabeled, Mixed Type Values with Finit Domains**,” in //Intelligent Data Engineering and Automated Learning - IDEAL 2018 - 19th International Conference, Madrid, Spain, November 21-23, 2018, Proceedings, Part II//, 2018, vol. 11315, pp. 64–74, doi: [[https://doi.org/10.1007/978-3-030-03496-2_8|10.1007/978-3-030-03496-2_8]].
  - G. J. Nalepa, **Modeling with Rules Using Semantic Knowledge Engineering**, vol. 130. Springer, 2018.
  - Â. Costa, P. Novais, V. Julián, and G. J. Nalepa, “**Cognitive assistants**,” //Int. J. Hum. Comput. Stud.//, vol. 117, pp. 1–3, 2018, doi: [[https://doi.org/10.1016/j.ijhcs.2018.05.008|10.1016/j.ijhcs.2018.05.008]].
  - G. J. Nalepa, “**Techniques for Construction and Integration of Rule Bases**,” in //Advances in Data Analysis with Computational Intelligence Methods - Dedicated to Professor Jacek Żurada//, 2018, vol. 738, pp. 203–223, doi: [[https://doi.org/10.1007/978-3-319-67946-4_8|10.1007/978-3-319-67946-4_8]].
  - B. Giżycka and G. J. Nalepa, “**Emotion in Models Meets Emotion in Design: Building True Affective Games**,” in //IEEE Games, Entertainment, Media Conference, GEM 2018, Galway, Ireland, August 15-17, 2018//, 2018, pp. 1–5, doi: [[https://doi.org/10.1109/GEM.2018.8516439|10.1109/GEM.2018.8516439]].
  - M. Araszkiewicz and G. J. Nalepa, “**Explainability of Formal Models of Argumentation Applied to Legal Domain**,” in //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//, 2018, vol. 2381, pp. 21–25, [Online]. Available: {{http://ceur-ws.org/Vol-2381/xaila2018_paper_9.pdf}}.
  - G. J. Nalepa, V. Julián, J. T. P. Méndez, Â. Costa, C. Carrascosa, and P. Novais, Eds., “**Proceedings of the Workshop on Affective Computing and Context Awareness in Ambient Intelligence (AfCAI 2018), Valencia, Spain, April 19-20, 2018**,” 2018, vol. 2166, [Online]. Available: [[http://ceur-ws.org/Vol-2166]].
  - G. J. Nalepa and J. Baumeister, Eds., **Synergies Between Knowledge Engineering and Software Engineering**, vol. 626. Springer, 2018.
  - B. Giżycka, G. J. Nalepa, and P. Jemioło, “‘**AIded with emotions’ - a new design approach towards affective computer systems**,” //CoRR// abs/1806.04236, 2018, [Online]. Available: [[http://arxiv.org/abs/1806.04236]].
  - G. J. Nalepa, E. Brzychczy, and S. Bobek, “**On the Opportunities for Using Mobile Devices for Activity Monitoring and Understanding in Mining Applications**,” in //Intelligent Data Engineering and Automated Learning - IDEAL 2018 - 19th International Conference, Madrid, Spain, November 21-23, 2018, Proceedings, Part II//, 2018, vol. 11315, pp. 75–83, doi: [[https://doi.org/10.1007/978-3-030-03496-2_9|10.1007/978-3-030-03496-2_9]].
  - G. J. Nalepa, K. Kutt, S. Bobek, and B. Giżycka, “**Development of Mobile Platform for Affect Interpretation. Current Progress**,” in //Proceedings of the Workshop on Affective Computing and Context Awareness in Ambient Intelligence (AfCAI 2018), Valencia, Spain, April 19-20, 2018//, 2018, vol. 2166, [Online]. Available: {{http://ceur-ws.org/Vol-2166/afcai18-paper12.pdf}}.
  - K. Kutt, W. Binek, P. Misiak, G. J. Nalepa, and S. Bobek, “**Towards the Development of Sensor Platform for Processing Physiological Data from Wearable Sensors**,” in //Artificial Intelligence and Soft Computing - 17th International Conference, ICAISC 2018, Zakopane, Poland, June 3-7, 2018, Proceedings, Part II//, 2018, vol. 10842, pp. 168–178, doi: [[https://doi.org/10.1007/978-3-319-91262-2_16|10.1007/978-3-319-91262-2_16]].