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MIDI 2021: Warsaw, Poland
- Cezary Biele, Janusz Kacprzyk, Wieslaw Kopec, Jan W. Owsinski, Andrzej Romanowski, Marcin Sikorski:

Digital Interaction and Machine Intelligence - Proceedings of MIDI'2021 - 9th Machine Intelligence and Digital Interaction Conference, December 9-10, 2021, Warsaw, Poland. Lecture Notes in Networks and Systems 440, Springer 2022, ISBN 978-3-031-11431-1
Machine Intelligence
- Patryk Mlodzianowski

:
Weather Classification with Transfer Learning - InceptionV3, MobileNetV2 and ResNet50. 3-11 - Rua Y. Aburasain, Eran A. Edirisinghe, M. Y. Zamim:

A Coarse-to-Fine Multi-class Object Detection in Drone Images Using Convolutional Neural Networks. 12-33 - Salih Balci, Gözde Merve Demirci

, Hilmi Demirhan, Salih Sarp:
Sentiment Analysis Using State of the Art Machine Learning Techniques. 34-42 - Aishwarya Asesh:

Causal Inference - Time Series. 43-51 - Agata Frankowska, Bartosz Pawlik:

A Decade of Artificial Intelligence Research in the European Union: A Bibliometric Analysis. 52-62 - Shima Baniadamdizaj

:
Localization Using DeepLab in Document Images Taken by Smartphones. 63-74 - Syed Zeeshan Rizvi, Muhammad Umar Farooq, Rana Hammad Raza:

Performance Comparison of Deep Residual Networks-Based Super Resolution Algorithms Using Thermal Images: Case Study of Crowd Counting. 75-87 - Aishwarya Asesh:

Normalization and Bias in Time Series Data. 88-97 - Sylwia Majchrowska, Jaroslaw Pawlowski, Natalia Czerep, Aleksander Górecki, Jakub Kucinski, Tomasz Golan:

Deep Neural Networks Approach to Microbial Colony Detection - A Comparative Analysis. 98-106 - Krzysztof Turchan

, Krzysztof Piotrowski
:
Low Voltage Warning System for Stand-Alone Metering Station Using AI on the Edge. 107-114 - Jan Klimaszewski

, Lukasz Gruszka
, Jakub Mozaryn
:
Test Framework for Collaborative Robot Graphene-Based Electronic Skin. 115-121 - Enes Gumuskaynak, Faruk Toptas, Recep Aslantas, Fatih Balki, Salih Sarp:

Realization of a Real-Time Decision Support System to Reduce the Risk of Diseases Caused by Posture Disorders Among Computer Users. 122-130 - Paulina Baczynska, Agnieszka Kaliszewska, Monika Syga:

On Two Approaches to Clustering of Cross-Sections of Rotationally Symmetric Objects. 131-141
Digital Interaction
- Vojtech Zák Leischner

, Zdenek Míkovec
:
Video Projection on Transparent Materials. 145-152 - Kristina Lapin

, Manfredas Siurkus:
Balancing Usability and Security of Graphical Passwords. 153-160 - Kinga Skorupska

, Ewa Makowska
, Anna Jaskulska
:
Interdisciplinary Research with Older Adults in the Area of ICT: Selected Ethical Considerations and Challenges. 161-170 - Zbigniew Bohdanowicz

, Jaroslaw Kowalski
, Pawel Kobylinski
:
Engaging Electricity Users in Italy, Denmark, Spain, and France in Demand-Side Management Solutions. 171-178 - Agata Kopacz

, Anna Knapinska
, Adam Müller, Grzegorz Banerski
, Zbigniew Bohdanowicz
:
Remote Scientific Conferences After the COVID-19 Pandemic: The Need for Socialization Drives Preferences for Virtual Reality Meetings. 179-188 - Grzegorz Pochwatko

, Justyna Swidrak
, Dariusz Dolinski
:
Sometimes It's Just a Game: The Pros and Cons of Using Virtual Environments in Social Influence Research. 189-197 - Anna Jaskulska

, Kinga Skorupska
, Zuzanna Bubrowska
, Kinga Kwiatkowska
, Wiktor Stawski
, Maciej Krzywicki
, Monika Kornacka
, Wieslaw Kopec
:
Participatory Action for Citizens' Engagement to Develop a Pro-environmental Research Application. 198-207 - Arhum Hakim, Sadaf Hammad:

Use of Virtual Reality in Psychology. 208-217 - Wieslaw Kopec

, Kinga Skorupska
, Anna Jaskulska
, Michal Lukasik
, Barbara Karpowicz
, Julia Paluch
, Kinga Kwiatkowska
, Daniel Jablonski
, Rafal Maslyk
:
XR Hackathon Going Online: Lessons Learned from a Case Study with Goethe-Institute. 218-228 - Barbara Karpowicz

, Rafal Maslyk
, Kinga Skorupska
, Daniel Jablonski
, Krzysztof Kalinowski
, Pawel Kobylinski
, Grzegorz Pochwatko
, Monika Kornacka
, Wieslaw Kopec
:
Intergenerational Interaction with Avatars in VR: An Exploratory Study Towards an XR Research Framework. 229-238 - Grzegorz Pochwatko

, Justyna Swidrak
, Wieslaw Kopec
, Zbigniew Jedrzejewski
, Agata Feledyn
, Matthias Vogt
, Núria Castell
, Katarzyna Zagórska
:
Multisensory Representation of Air Pollution in Virtual Reality: Lessons from Visual Representation. 239-247 - Piotr Toczyski

, Grzegorz Banerski, Cezary Biele, Jaroslaw Kowalski
, Michal B. Paradowski
:
Google Translate Facilitates Conference Abstracts' Acceptance, But Not Invitations to Deliver an Oral Presentation. 248-258 - Robert Balas

, Grzegorz Pochwatko
:
Learning Affective Responses Through Evaluative Conditioning - New Developments in Affective Computing. 259-266 - Gabriela Górska

, Oliwia Maciantowicz, Malgorzata Pawlak, Olga Wojnarowska:
Attitudes Towards Online Social Interactions and Technology in the Offering of Help During the COVID-19 Pandemic. 267-276 - Annika Bidner

, Julia Lindberg
, Olof Lindman
, Kinga Skorupska
:
Deploying Enhanced Speech Feature Decreased Audio Complaints at SVT Play VOD Service. 277-285 - Mariusz Sobiech

, Wojciech Wolanski
, Ilona Karpiel
:
Brief Overview Upper Limb Rehabilitation Robots/Devices. 286-297

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