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Author International Conference on Man-Machine Interactions (4th : 2015 : Kocierz Pass, Poland)

Title Man-machine interactions 4 : 4th International Conference on Man--Machine Interactions, ICMMI 2015 Kocierz Pass, Poland, October 6-9, 2015 / Aleksandra Gruca, Agnieszka Brachman, Stanisław Kozielski and Tadeusz Czachórski, editors
Published Cham : Springer, [2016]
©2016

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Description 1 online resource : illustrations
Series Advances in intelligent systems and computing, 2194-5365 ; 391
Advances in intelligent systems and computing ; 391. 2194-5365
Contents Preface; Organization; Contents; Part I Invited Papers; Modelling and Analysing Mixed Reality Applications; 1 Introduction; 2 MIRELA Framework; 3 Analysis; 3.1 Deadlock Detection and Graph Analysis; 3.2 Indefinite Waiting Detection; 3.3 Starvation Viz. Unbounded Waiting Detection; 4 Temporal Properties; 5 Support for PRISM; 6 Implementation Strategy; 7 Conclusion and Future Work; References; A Generative Approach to Tracking Hands and Their Interaction with Objects; 1 Introduction; 2 The Proposed Generative Approach; 2.1 Tracking Hands in Isolation; 2.2 Tracking Interacting Hands
3 Discussion; References; Design of Biomedical Robots for the Analysis of Cancer, Neurodegenerative and Rare Diseases; 1 Introduction; 2 The Oncogenomics Problem; 3 Biomedical Robots; 3.1 Sensitivity Analysis; 3.2 Chronic Lymphocytic Leukemia; 3.3 Inclusion Body Myositis and Polymiositis; 3.4 Amyotrophic Lateral Sclerosis; 4 Conclusion; References; Generation of Power Law: Maximum Entropy Framework and Superstatistics; 1 Introduction; 2 Entropy Measures and Maximum Entropy Principle; 3 MEP and Power Law; 3.1 MEP and Tsallis Entropy; 3.2 MEP, Geometric Mean and Shannon Entropy
4 Power Law: Weighted Mixture of Exponentials; 5 Brownian Motion in State Dependent Random Force: Emergence of Power Law; 6 Power Laws in Social Systems; 6.1 Power Law in Learning/Forgetting; 6.2 Frequency of Causalities in a Deadly Conflict; 7 ISI Distribution and Power Law: Superstatistics; 8 Conclusion; References; Optimal Control of Multi-phase Movements with Learned Dynamics; 1 Introduction; 1.1 Adaptive Learning for Optimal Control; 2 Problem Formulation; 2.1 Hybrid Dynamics with Time-Based Switching and Discrete State Transition; 2.2 Robot Dynamics with Variable Stiffness Actuation
2.3 Movement Optimisation of Multiple Phases; 2.4 Optimal Control of Switching Dynamics and Discrete State Transition; 3 Brachiation System Dynamics; 4 Experimental Setup; 4.1 Individual Phase Learning; 4.2 Multi-phase Performance; 4.3 Performance of Learning; 5 Conclusion; References; Computable Extensions of Advanced Fractional Kinetic Equation and a Class of Levy-Type Probabilities; 1 Section I; 1.1 Introduction; 1.2 Relationship of the [alpha], [beta], y, [omega], [pi] pMqk1lq; c(t) Function and Other Special Functions; 1.3 Governing Fractional Kinetic Equation
1.4 Advanced Generalized Fractional Kinetic Equations; 1.5 Special Cases; 1.6 Result and Discussion; 2 Section II; 3 Conclusions; References; Part II human-Computer Interfaces; A Model-Driven Engineering Approach to the Evaluation of a Remote Controller of a Movement Assistant System; 1 Introduction; 2 Related Work; 3 Modelling of Exoskeleton System; 3.1 Exoskeleton System; 3.2 UML Structural Models; 3.3 UML Behavioral Models; 4 Experiments; 4.1 Code Generation; 4.2 Model Testing; 5 Conclusions; References; Neural Network and Kalman Filter Use for Improvement of Inertial Distance Determination
Summary This book provides an overview of the current state of research on development and application of methods, algorithms, tools and systems associated with the studies on man-machine interaction. Modern machines and computer systems are designed not only to process information, but also to work in dynamic environment, supporting or even replacing human activities in areas such as business, industry, medicine or military. The interdisciplinary field of research on man-machine interactions focuses on broad range of aspects related to the ways in which human make or use computational artifacts, systems and infrastructure. This monograph is the fourth edition in the series and presents new concepts concerning analysis, design and evaluation of man-machine systems. The selection of high-quality, original papers covers a wide scope of research topics focused on the main problems and challenges encountered within rapidly evolving new forms of human-machine relationships. The presented material is structured into following sections: human-computer interfaces, robot, control, embedded and navigation systems, bio-data analysis and mining, biomedical signal processing, image and motion data processing, decision support and expert systems, pattern recognition, fuzzy systems, algorithms and optimisation, computer networks and mobile technologies, and data management systems
Bibliography Includes bibliographical references and index
Notes Online resource; title from PDF title page (EBSCO, viewed October 6, 2015)
Subject User interfaces (Computer systems)
Human-machine systems.
User-Computer Interface
Man-Machine Systems
Artificial intelligence.
User interface design & usability.
COMPUTERS -- Intelligence (All) & Semantics.
Human-machine systems
User interfaces (Computer systems)
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Gruca, Aleksandra (Bioinformatician), editor.
Brachman, Agnieszka, editor.
Kozielski, Stanisław, editor.
Czachórski, Tadeusz, editor.
ISBN 9783319234373
3319234374