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Man-machine interactions 5 : 5th International Conference on Man-Machine Interactions, ICMMI 2017 held at Kraków, Poland, October 3-6, 2017

Author: Aleksandra Gruca, (Bioinformatician); Tadeusz Czachórski; Katarzyna Harezlak; Stanisław Kozielski; Agnieszka Piotrowska
Publisher: Cham, Switzerland : Springer, [2018]
Series: Advances in intelligent systems and computing, 659.
Edition/Format:   eBook : Document : Conference publication : EnglishView all editions and formats
Summary:
This Proceedings book provides essential insights into the current state of research in the field of human-computer interactions. It presents the outcomes of the International Conference on Man-Machine Interactions (ICMMI 2017), held on October 3-6, 2017, in Cracow, Poland, which offers a unique international platform for researchers and practitioners to share cutting-edge developments related to technologies,  Read more...
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Genre/Form: Electronic books
Conference papers and proceedings
Congresses
Additional Physical Format: Printed edition:
Material Type: Conference publication, Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Aleksandra Gruca, (Bioinformatician); Tadeusz Czachórski; Katarzyna Harezlak; Stanisław Kozielski; Agnieszka Piotrowska
ISBN: 9783319677927 3319677926
OCLC Number: 1004423638
Notes: Includes author index.
Description: 1 online resource
Contents: Preface; Organization; Contents; Invited Papers; Deep Learning with Dense Random Neural Networks; 1 Introduction; 2 The Mathematical Model; 2.1 Nuclei with Inhibitory Cells; 2.2 Activation Only Through Some-to-Soma Interactions; 2.3 Random Selection of Soma-to-Soma Interactions; 3 An Improved Training Procedure for the RNN-MLA; 3.1 The Detailed Training Procedure; 4 RNN-MLA for Multi-channel Classification Datasets; 4.1 Modifications to the MCRNN-MLA; 5 Numerical Result Comparisons; 5.1 Application 1: Recognizing 3D Objects; 5.2 Application 2: Distinguishing Chemical Gases; 6 Conclusions. 3.1 Research Methods3.2 Research Tools; 4 Experiment; 4.1 Main Features of the Data Set; 4.2 Pattern Strength Measure in Reference to Human Rating and Pattern Numerical Features; 4.3 New Statistical Input for the Measure Evaluation; 5 Conclusions; References; Typing Braille Code in the Air with the Leap Motion Controller; 1 Introduction; 2 Background; 3 Method; 3.1 Assumptions; 3.2 Analysis; 4 Evaluation; 5 Conclusions; References; Touchless Virtual Keyboard Controlled by Eye Blinking and EEG Signals; 1 Introduction; 2 Related Works; 3 Research Environment; 3.1 EEG Device; 3.2 Software Tool. 4 Method5 Experiments; 6 Discuss; 7 Conclusions; References; OneHandBraille: An Alternative Virtual Keyboard for Blind People; 1 Introduction; 2 Related Works; 3 Method; 4 Evaluation; 4.1 The Choice of Test Sentences; 4.2 Participants and Procedure; 4.3 Results; 5 Conclusions; References; Automation in Human-Machine Networks: How Increasing Machine Agency Affects Human Agency; 1 Introduction; 2 Background; 2.1 Agency in Human-Machine Networks; 2.2 Automation --
Changing the Balance in Human and Machine Agency; 2.3 Automation and Impact on Innovation and Change; 3 Research Questions; 4 Method. 5 Findings5.1 Case 1 Traffic Management; 5.2 Case 2 Public Sector Crisis Management; 5.3 Case 3 Crowd Evacuation; 6 Discussion; 6.1 The Interrelation Between Human and Machine Actors (RQ1); 6.2 Strengthening the Synergy Between Machine and Human Actors Through Automation (RQ2); 6.3 Strengthening Innovation and Change Through Automation (RQ3); 6.4 Limitations and Future Work; References; Eye Movement Traits in Differentiating Experts and Laymen; 1 Introduction; 2 Basics of Eye Movement Analysis; 3 Experiment; 4 Data Analysis; 5 Conclusions; References.
Series Title: Advances in intelligent systems and computing, 659.
Other Titles: ICMMI 2017
Responsibility: Aleksandra Gruca, Tadeusz Czachórski, Katarzyna Harezlak, Stanisław Kozielski, Agnieszka Piotrowskam, editors.

Abstract:

This Proceedings book provides essential insights into the current state of research in the field of human-computer interactions. It presents the outcomes of the International Conference on Man-Machine Interactions (ICMMI 2017), held on October 3-6, 2017, in Cracow, Poland, which offers a unique international platform for researchers and practitioners to share cutting-edge developments related to technologies, algorithms, tools and systems focused on the means by which humans interact and communicate with computers. This book is the 5th edition in the series and includes a unique selection of high-quality, original papers highlighting the latest theoretical and practical research on technologies, applications and challenges encountered in the rapidly evolving new forms of human-machine relationships. Major research topics covered include human-computer interfaces, bio-data analysis and mining, image analysis and signal processing, decision support and expert systems, pattern recognition, algorithms and optimisations, computer networks, and data management systems. As such, the book offers a valuable resource for researchers in academia, industry and other fields whose work involves man-machine interactions.

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