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000823665 019__ $$a1004716953$$a1008871985$$a1011846604
000823665 020__ $$a9783319677927$$q(electronic book)
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000823665 0247_ $$a10.1007/978-3-319-67792-7$$2doi
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000823665 08204 $$a005.4/37$$223
000823665 1112_ $$aInternational Conference on Man-Machine Interactions$$n(5th :$$d2017 :$$cKraków, Poland)
000823665 24510 $$aMan-machine interactions 5 :$$b5th International Conference on Man-Machine Interactions, ICMMI 2017 held at Kraków, Poland, October 3-6, 2017 /$$cAleksandra Gruca, Tadeusz Czachórski, Katarzyna Harezlak, Stanisław Kozielski, Agnieszka Piotrowskam, editors.
000823665 2463_ $$aICMMI 2017
000823665 264_1 $$aCham, Switzerland :$$bSpringer,$$c[2018]
000823665 300__ $$a1 online resource.
000823665 336__ $$atext$$btxt$$2rdacontent
000823665 337__ $$acomputer$$bc$$2rdamedia
000823665 338__ $$aonline resource$$bcr$$2rdacarrier
000823665 347__ $$atext file$$bPDF$$2rda
000823665 4901_ $$aAdvances in intelligent systems and computing,$$x2194-5357 ;$$vv. 659
000823665 500__ $$aIncludes author index.
000823665 5050_ $$aPreface; 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
000823665 5058_ $$a3.1 Research Methods3.2 Research Tools; 4 Experiment; 4.1 Main Features of the Data Set; 4.2 Pattern Strength Measure in Reference to Human Rating and Pattern Numerical Features; 4.3 New Statistical Input for the Measure Evaluation; 5 Conclusions; References; Typing Braille Code in the Air with the Leap Motion Controller; 1 Introduction; 2 Background; 3 Method; 3.1 Assumptions; 3.2 Analysis; 4 Evaluation; 5 Conclusions; References; Touchless Virtual Keyboard Controlled by Eye Blinking and EEG Signals; 1 Introduction; 2 Related Works; 3 Research Environment; 3.1 EEG Device; 3.2 Software Tool
000823665 5058_ $$a4 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
000823665 5058_ $$a5 Findings5.1 Case 1 Traffic Management; 5.2 Case 2 Public Sector Crisis Management; 5.3 Case 3 Crowd Evacuation; 6 Discussion; 6.1 The Interrelation Between Human and Machine Actors (RQ1); 6.2 Strengthening the Synergy Between Machine and Human Actors Through Automation (RQ2); 6.3 Strengthening Innovation and Change Through Automation (RQ3); 6.4 Limitations and Future Work; References; Eye Movement Traits in Differentiating Experts and Laymen; 1 Introduction; 2 Basics of Eye Movement Analysis; 3 Experiment; 4 Data Analysis; 5 Conclusions; References
000823665 506__ $$aAccess limited to authorized users.
000823665 520__ $$aThis Proceedings book provides essential insights into the current state of research in the field of human-computer interactions. It presents the outcomes of the International Conference on Man-Machine Interactions (ICMMI 2017), held on October 3-6, 2017, in Cracow, Poland, which offers a unique international platform for researchers and practitioners to share cutting-edge developments related to technologies, algorithms, tools and systems focused on the means by which humans interact and communicate with computers. This book is the 5th edition in the series and includes a unique selection of high-quality, original papers highlighting the latest theoretical and practical research on technologies, applications and challenges encountered in the rapidly evolving new forms of human-machine relationships. Major research topics covered include human-computer interfaces, bio-data analysis and mining, image analysis and signal processing, decision support and expert systems, pattern recognition, algorithms and optimisations, computer networks, and data management systems. As such, the book offers a valuable resource for researchers in academia, industry and other fields whose work involves man-machine interactions.
000823665 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed October 3, 2017).
000823665 650_0 $$aUser interfaces (Computer systems)$$vCongresses.
000823665 650_0 $$aHuman-machine systems$$vCongresses.
000823665 7001_ $$aGruca, Aleksandra$$c(Bioinformatician),$$eeditor.
000823665 7001_ $$aCzachórski, Tadeusz,$$eeditor.
000823665 7001_ $$aHarezlak, Katarzyna,$$eeditor.
000823665 7001_ $$aKozielski, Stanisław,$$eeditor.
000823665 7001_ $$aPiotrowska, Agnieszka,$$eeditor.
000823665 77608 $$iPrint version: $$z9783319677910
000823665 830_0 $$aAdvances in intelligent systems and computing ;$$v659.
000823665 852__ $$bebk
000823665 85640 $$3SpringerLink$$uhttps://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-3-319-67792-7$$zOnline Access$$91397441.1
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