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Research Community of Dr. K.H.Chlasta

Publications:

  1. Chlasta, K., Sochaczewski, P., Wójcik, G. M., & Krejtz, I. (2023). Neural Simulation Pipeline: Enabling Container-based Simulations On-Premise and in Public Clouds. Frontiers in Neuroinformatics ISSN 1662-5196, 17, 9 (140 points in the ranking of Polish Ministry of Science, 3.739 Impact Factor, 8.1 CiteScore) (link).
  2. Czeranowska O., Chlasta K., Miłkowski P., Grabowska I., Kocoń J., Hwaszcz K., Wieczorek J., Jastrzębowska-Tyczkowska A. (2023). Migrants vs. stayers in the pandemic–A sentiment analysis of Twitter content. Telematics and Informatics Reports, 10, 100059 (link).
  3. Chlasta, K., Sochaczewski, P., Wójcik G. M. (2022). Designing Neural Simulation Pipeline for Liquid State Machines. Technical Report HPI Future SOC Lab: Proceedings 2022. Universitätsverlag Potsdam (link, awaiting publication).
  4. Chlasta K., Sochaczewski P., Grabowska I., Jastrzębowska A. (2022). MyMigrationBot: A Cloud-based Facebook Social Chatbot for Migrant Populations. FedCSIS 2022 – 17th Conference on Computer Science and Intelligence Systems. Annals of Computer Science and Information Systems ISSN 2300-5963 (70 points in the ranking of Polish Ministry of Science) (link).
  5. Chlasta, K., Wójcik G. M. (2022). Exploring Neural Columns for Real-Time Information Processing. Technical Report HPI Future SOC Lab: Proceedings 2022. Universitätsverlag Potsdam (link, awaiting publication).
  6. Chlasta, K., Wójcik G. M. (2021). Exploring Spiking Neural Networks for Real-Time Information Processing. Technical Report HPI Future SOC Lab: Proceedings 2021. Universitätsverlag Potsdam (link, awaiting publication).
  7. Chlasta, K., Wójcik G. M. (2021). Liquid State Machines for Real-Time Neural Simulations. Selected Topics in Applied Computer Science, edited by Jarosław Bylina. Maria Curie-Skłodowska University Press, ISBN 978-83-227-9530-9 (100 points in the ranking of Polish Ministry of Science) (e-Book).
  8. Wołk A., Chlasta K., Holas P. (2021). Hybrid approach to detecting symptoms of depression in social media entries. The Pacific Asia Conference on Information Systems (2021). PACIS 2021 Proceedings. 192 (140 points in the ranking of Polish Ministry of Science). https://arxiv.org/ftp/arxiv/papers/2106/2106.10485.pdf (video)
  9. Chlasta, K., Holas, P., & Wolk, K. (2021). Computer-based detection of depression and dementia in spontaneous speech. European Psychiatry, 64(S1), S349-S349 (100 points in the ranking of Polish Ministry of Science, extended abstract only). https://doi.org/10.1192/j.eurpsy.2021.936
  10. Le, D., Tran, T., Chlasta, K., Krejtz, K., Fjeld, M., Kunz, A. (2021). VXSlate: Exploring Combined Head Movement and Mobile Touch for Large Virtual Display Interaction. ACM Designing Interactive Systems 2021 (70 points in the ranking of Polish Ministry of Science). https://doi.org/10.1145/3461778.3462076
  11. Le, D., Tran, T., Chlasta, K., Krejtz, K., Fjeld, M., Kunz, A. (2021). VXSlate: Combining Head Movement and Mobile Touch for Large Virtual Display Interaction. IEEE Conference on Virtual Reality and 3D User Interfaces, ISBN 978-0-7381-1367-8 (140 points in the ranking of Polish Ministry of Science, extended abstract only). https://doi.org/10.1109/VRW52623.2021.00146 (video)
  12. Chlasta, K., Wołk, K. (2020). Towards computer-based automated screening of dementia through spontaneous speech. Frontiers in Psychology – Human Media Interaction, Volume 11, 4091 (70 points in the ranking of Polish Ministry of Science). https://doi.org/10.3389/fpsyg.2020.623237
  13. Chlasta, K., Wołk, K., & Krejtz, I. (2019). Automated speech-based screening of depression using deep convolutional neural networks. Procedia Computer Science, Volume 164, 2019, 618-628, ISSN 1877-0509 (20 points in the ranking of Polish Ministry of Science). https://doi.org/10.1016/j.procs.2019.12.228

Conference Presentations:

  1. Data Science Summit 2023, at the National Stadium in Warsaw, Poland (November 23rd and 24th, 2023). Presented: “Building an intelligent address validator with machine learning” as part of the Applied Machine Learning track (link).
  2. 26th Hasso Plattner Institute’s Future SOC Lab Day (link) organized at the University of Potsdam, Germany (July 11th, 2023). Presentation: “Neural Simulation Pipeline for Liquid State Machines” (video).
  3. 25th Hasso Plattner Institute’s Future SOC Lab Day (link) organized at the University of Potsdam, Germany (November 22nd, 2023). Presentation: “Designing Neural Simulation Pipeline for Liquid State Machines” (video).
  4. FedCSIS 2022 – 17th Conference on Computer Science and Intelligence Systems co-organized by Institute of Information and Communication Technologies, Polish Information Processing Society, Systems Research Institute of Polish Academy of Sciences, IEEE Computer Society, Faculty of Mathematics and Information Science of Warsaw University of Technology and NATO Crisis Management and Disaster Response CoE in Sofia, Bulgaria (September 4th-7th, 2022). Presented during the 1st Workshop on Personalization and Recommender Systems (PeRS’22): “MyMigrationBot: A Cloud-based Facebook Social Chatbot for Migrant Populations” (video).
  5. International Conference on Telemedicine & eHealth 2022 (Warsaw, Poland) co-organized by Institute of Metrology and Biomedical Engineering of Warsaw University of Technology, Polish Committee for Biomedical Engineering at Association of Polish Electrical Engineers and Polish Telemedicine and eHealth Society (September 1st, 2022). Presentation title: “Designing Neural Simulations Cluster” (link).
  6. 19th IMISCOE Annual Conference, Migration and Time: Temporalities of Mobility, Governance, and Resistance (June 29th – July 1st in Oslo, Norway). IMISCOE is Europe’s largest network of scholars in migration and integration. Participated in the conference and contributed to the Workshop on Methodological Approaches and Tools in Migration Research focused on the application of Big Data in the social research (link). Together with Izabela Grabowska, Agata Jastrzębowska, Dominika Winogrodzka, and Ivanna Kyliushyk presented: “Mixed-Method in Migration Studies: From Big Data to Small Data”.
  7. Workshop on Digitization of Migration Research Methods: Promises and Pitfalls (link) held at the Centre of Migration Research, University of Warsaw on May 30, 2022. Together with Izabela Grabowska, Agata Jastrzębowska, Dominika Winogrodzka and Ivanna Kyliushyk from the Centre for Research on Social Change and Human Mobility (CRASH) at Kozminski University presented: “Mixed-Method in Migration Studies: From Big Data to Small Data”.
  8. ICT & Psychology Conference organized at Polish-Japanese Academy of Information Technology in Warsaw, Poland on May 25th-27th. Presented “Liquid State Machines as Fundamental Information Processing Units”.
  9. 24th Hasso Plattner Institute’s Future SOC Lab Day (Potsdam, Germany) organized on-site at University of Potsdam (April 26th, 2022). Poster presentation: “Exploring Neural Columns for Real-Time Information Processing” (link).
  10. Invited as a guest speaker to the Seminar of the Department of Clinical Neuropsychology and Psychotherapy at the Faculty of Psychology at the University of Warsaw, Poland (December 21st, 2021) to present the e-Mindfulness, Psychotherapy and Technology Lab (link). Together with Paweł Holas and Szymon Szumiał (University of Warsaw) presented (in English): “e-Mindfulness, Psychotherapy and Technology Lab (e-MPAT LAB) – the scope of projects” (link).
  11. 23rd Hasso Plattner Institute’s Future SOC Lab Day, Potsdam, Germany, organized by University of Potsdam (November 23rd, 2021). Presentation title: “Exploring Spiking Neural Networks for Real-Time Information Processing” (link).
  12. International Conference on Telemedicine & eHealth, Warsaw, Poland, organized by Polish Telemedicine and eHealth Society (September 18th, 2021). Presentation title: “Liquid State Machine for neuronal computations on High Performance Computing systems” (link). Received award for the best presentation – 1st place (link).
  13. CLARIN-PL-Biz – Language Technologies for Science & Business II, organized by Wrocław University of Technology (June 24th-25th, 2021). Together with Olga Czeranowska (SWPS University Warsaw) and Jan Kocoń (Wrocław University of Technology) presented (in Polish): “Migranci i pandemia na Twitterze – analiza wydźwięku” (link).
  14. International Conference on Cybernetic Modelling of Biological Systems – MCSB 2021, Cracow, Poland, organized by Jagiellonian University and AGH University of Science and Technology (May 28th-30th, 2021). Presentation title: “Liquid State Machines in parallel simulations of mammalian visual system on Raspberry Pi” (link).
  15. The 29th European Congress of Psychiatry, EPA Virtual 2021 (April 10th-13th 2021). Together with Paweł Holas (University of Warsaw, Faculty of Psychology) and Krzysztof Wołk (Polish-Japanese Academy of Information Technology) presented: “Computer-based detection of depression and dementia in spontaneous speech” (link).
  16. Data Science Summit 2020, Warsaw, Poland (October 16th, 2020). Together with Paweł Holas (University of Warsaw, Faculty of Psychology) presented: “Detecting depression and dementia in speech with machine learning” (link).
  17. International Conference on Telemedicine & eHealth, Warsaw, Poland, organized by Polish Telemedicine and eHealth Society (September 18th, 2020). Presentation title: “Automation of depression screening by applying machine learning to gaze pattern analysis” (link). Received award for the best presentation (link).
  18. International Conference on Telemedicine & eHealth, Warsaw, Poland, organized by Polish Telemedicine and eHealth Society (November 22nd-23rd, 2019). Presentation title: “Application of machine learning algorithms to automate depression screening” (link).
  19. HCist 2019 – International Conference on Health and Social Care Information Systems and Technologies, an Association for Information Systems affiliated conference, Sousse, Tunisia (October 16-18th, 2019). Presented “Automated speech-based screening of depression using deep convolutional neural networks”.
  20. Co-organizer and speaker at dbConf, Hucisko-Zawiercie, Poland (October 28th, 2015). Together with Antoni Sobkowicz (Polish National Information Processing Institute) presented: “Sentiment Analysis – Our approach and use cases” (video).
  21. Speaker at dbConf, Szczyrk, Poland (October 25th, 2014). Presentation title: “High-performance Business Intelligence solution based on IBM Cognos and ParAccel Analytic Database” (video).
  22. Speaker at the International Conference for Young Researchers, University of Economics, Kishinev, Moldova (April 21st-22nd, 2005). Presented two topics: “Wireless Internet Adoption in Poland in 2005”, and “Advantages and Disadvantages of Software Patents”.
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