Ebook: Man-Machine Interactions 2
- Tags: Computational Intelligence, Artificial Intelligence (incl. Robotics), User Interfaces and Human Computer Interaction
- Series: Advances in Intelligent and Soft Computing 103
- Year: 2011
- Publisher: Springer-Verlag Berlin Heidelberg
- Edition: 1
- Language: English
- pdf
Man-machine interaction is the interdisciplinary field, focused on a human and a machine in conjunction. It is the intersection of computer science, behavioural sciences, social psychology, ergonomics, security. It encompasses study, design, implementation, and evaluation of small- and large-scale, interacting, computing, hardware and software systems dedicated for human use. Man-machine interaction builds on supportive knowledge from both sides, the machine side providing techniques, methods and technologies relevant for computer graphics, visualisation, programming environments, the human side bringing elements of communication theory, linguistics, social sciences, models of behaviour. The discipline aims to improve ways in which machines and their users interact, making hardware and software systems better adapted to user's needs, more usable, more receptive, and optimised for desired properties.
This monograph is the second edition in the series, providing the reader with a selection of high-quality papers dedicated to current progress, new developments and research trends in man-machine interactions area. In particular, the topical subdivisions of this volume include human-computer interfaces, robot control and navigation systems, bio-data analysis and mining, pattern recognition for medical applications, sound, text and image processing, design and decision support, rough and fuzzy systems, crisp and fuzzy clustering, prediction and regression, algorithms and optimisation, and data management systems.
Man-machine interaction is the interdisciplinary field, focused on a human and a machine in conjunction. It is the intersection of computer science, behavioural sciences, social psychology, ergonomics, security. It encompasses study, design, implementation, and evaluation of small- and large-scale, interacting, computing, hardware and software systems dedicated for human use. Man-machine interaction builds on supportive knowledge from both sides, the machine side providing techniques, methods and technologies relevant for computer graphics, visualisation, programming environments, the human side bringing elements of communication theory, linguistics, social sciences, models of behaviour. The discipline aims to improve ways in which machines and their users interact, making hardware and software systems better adapted to user's needs, more usable, more receptive, and optimised for desired properties.
This monograph is the second edition in the series, providing the reader with a selection of high-quality papers dedicated to current progress, new developments and research trends in man-machine interactions area. In particular, the topical subdivisions of this volume include human-computer interfaces, robot control and navigation systems, bio-data analysis and mining, pattern recognition for medical applications, sound, text and image processing, design and decision support, rough and fuzzy systems, crisp and fuzzy clustering, prediction and regression, algorithms and optimisation, and data management systems.
Man-machine interaction is the interdisciplinary field, focused on a human and a machine in conjunction. It is the intersection of computer science, behavioural sciences, social psychology, ergonomics, security. It encompasses study, design, implementation, and evaluation of small- and large-scale, interacting, computing, hardware and software systems dedicated for human use. Man-machine interaction builds on supportive knowledge from both sides, the machine side providing techniques, methods and technologies relevant for computer graphics, visualisation, programming environments, the human side bringing elements of communication theory, linguistics, social sciences, models of behaviour. The discipline aims to improve ways in which machines and their users interact, making hardware and software systems better adapted to user's needs, more usable, more receptive, and optimised for desired properties.
This monograph is the second edition in the series, providing the reader with a selection of high-quality papers dedicated to current progress, new developments and research trends in man-machine interactions area. In particular, the topical subdivisions of this volume include human-computer interfaces, robot control and navigation systems, bio-data analysis and mining, pattern recognition for medical applications, sound, text and image processing, design and decision support, rough and fuzzy systems, crisp and fuzzy clustering, prediction and regression, algorithms and optimisation, and data management systems.
Content:
Front Matter....Pages -
Front Matter....Pages 1-1
Human Centered Interfaces for Assisted Living....Pages 3-10
The Future of Human-Machine Interaction: Implant Technology....Pages 11-19
Content-Based Image Retrieval: Some Basics....Pages 21-29
Content-Based Image Retrieval: Advanced Topics....Pages 31-37
Front Matter....Pages 39-39
Multimedia Interface Using Head Movements Tracking....Pages 41-47
Eigengestures for Natural Human Computer Interface....Pages 49-56
On Possibility of Stimulus Parameter Selection for SSVEP-Based Brain-Computer Interface....Pages 57-64
Front Matter....Pages 65-65
Solution Algorithm of Inverse Kinematics Problem for Kuka KRC3 Robots....Pages 67-75
Remote Control and Monitoring of AX-12 Robotic Arm Based on Windows Communication Foundation....Pages 77-83
Influence of Receiver Parameters on GPS Navigation Accuracy....Pages 85-93
Integrity Events Analysis at OLEG GNSS Station in EGNOS Data Collection Network....Pages 95-103
The Mobile Personal Augmented Reality Navigation System....Pages 105-113
Rapid Threat Detection for Stereovision Mobility Aid System....Pages 115-123
Front Matter....Pages 125-125
Biomedical Sensor Analysis Using Mobile Technologies for Cardiovascular Disease Identification—A Case Study....Pages 127-136
Correlation of Genes Similarity Measures Based on GO Terms Similarity and Gene Expression Values....Pages 137-144
A Deceiving Charm of Feature Selection: The Microarray Case Study....Pages 145-152
Branching Processes in the Compartment Model of RNA World....Pages 153-160
Biomass Specific Growth Rate Utilization for Model-Based Process Control and Supervision....Pages 161-168
The Robust Models of Retention for Thin Layer Chromatography....Pages 169-176
Front Matter....Pages 177-177
Nutrition Assistance Based on Skin Color Segmentation and Support Vector Machines....Pages 179-187
Front Matter....Pages 177-177
Automatic System for Classification of Melanocytic Skin Lesions Based on Images Recognition....Pages 189-196
A Virtual Anatomical 3D Head, Oral Cavity and Teeth Model for Dental and Medical Applications....Pages 197-206
3D Hand Shape Modeling for Automatic Assessing Motor Performance in Parkinson’s Disease....Pages 207-217
Front Matter....Pages 219-219
An Approach to Determining Tinnitus Acoustical Characteristic....Pages 221-228
Recognition of Author Gender for Literary Texts....Pages 229-238
Content-Based Image Authentication Framework with Semi-fragile Hybrid Watermark Scheme....Pages 239-247
Front Matter....Pages 249-249
Home Butler Creating a Virtual Home Assistant....Pages 251-258
Towards Intelligent Systems Supporting Conceptual Design....Pages 259-266
Graph Similarity Measure in Automatic Evaluation of Designs....Pages 267-275
Front Matter....Pages 277-277
Semantic Data Selections and Mining in Decision Tables....Pages 279-286
Fuzzification Operator for Rough Sets in Image Segmentation....Pages 287-295
Neuro-Fuzzy System for Large Data Sets....Pages 297-304
Front Matter....Pages 305-305
Multiobjective Differential Crisp Clustering for Evaluation of Clusters Dynamically....Pages 307-313
An Application of Fuzzy Clustering Method to Cardiotocographic Signals Classification....Pages 315-322
A Distributed Genetic Algorithm for Graph-Based Clustering....Pages 323-331
Front Matter....Pages 333-333
The Forecasting Model Based on Wavelet Support Vector Machine and Multi-Elitist PSO....Pages 335-342
Correcting Streaming Predictions of an Electricity Load Forecast System Using a Prediction Reliability Estimate....Pages 343-350
Support Vector Regression as a Classification Problem with a Priori Knowledge in the Form of Detractors....Pages 351-358
Front Matter....Pages 359-359
A Parallel GPU-Designed Algorithm for the Constrained Multiple Sequence Alignment Problem....Pages 361-368
Using the Artificial Bee Colony Algorithm for Determining the Heat Transfer Coefficient....Pages 369-376
Front Matter....Pages 359-359
Parallel Independent Simulated Annealing Searches to Solve the VRPTW....Pages 377-384
Merging Adjacency Lists for Efficient Web Graph Compression....Pages 385-392
AdaBoost Ranking Results Improvement by Pairwise Classifiers for Web Page Classification....Pages 393-400
Front Matter....Pages 401-401
Data Replication Methods in Distributed Sale Systems....Pages 403-413
Architecture of the Multiagent System for Replicated Data Management....Pages 415-424
Replicated Data Synchronization in the Agent System....Pages 425-435
Query-Condition-Aware Histograms in Selectivity Estimation Method....Pages 437-446
Verification of the Search Space Exploration Strategy Based on the Solutions of the Join Ordering Problem....Pages 447-455
Efficient Representation of Transition Matrix in the Markov Process Modeling of Computer Networks....Pages 457-464
Back Matter....Pages -
Man-machine interaction is the interdisciplinary field, focused on a human and a machine in conjunction. It is the intersection of computer science, behavioural sciences, social psychology, ergonomics, security. It encompasses study, design, implementation, and evaluation of small- and large-scale, interacting, computing, hardware and software systems dedicated for human use. Man-machine interaction builds on supportive knowledge from both sides, the machine side providing techniques, methods and technologies relevant for computer graphics, visualisation, programming environments, the human side bringing elements of communication theory, linguistics, social sciences, models of behaviour. The discipline aims to improve ways in which machines and their users interact, making hardware and software systems better adapted to user's needs, more usable, more receptive, and optimised for desired properties.
This monograph is the second edition in the series, providing the reader with a selection of high-quality papers dedicated to current progress, new developments and research trends in man-machine interactions area. In particular, the topical subdivisions of this volume include human-computer interfaces, robot control and navigation systems, bio-data analysis and mining, pattern recognition for medical applications, sound, text and image processing, design and decision support, rough and fuzzy systems, crisp and fuzzy clustering, prediction and regression, algorithms and optimisation, and data management systems.
Content:
Front Matter....Pages -
Front Matter....Pages 1-1
Human Centered Interfaces for Assisted Living....Pages 3-10
The Future of Human-Machine Interaction: Implant Technology....Pages 11-19
Content-Based Image Retrieval: Some Basics....Pages 21-29
Content-Based Image Retrieval: Advanced Topics....Pages 31-37
Front Matter....Pages 39-39
Multimedia Interface Using Head Movements Tracking....Pages 41-47
Eigengestures for Natural Human Computer Interface....Pages 49-56
On Possibility of Stimulus Parameter Selection for SSVEP-Based Brain-Computer Interface....Pages 57-64
Front Matter....Pages 65-65
Solution Algorithm of Inverse Kinematics Problem for Kuka KRC3 Robots....Pages 67-75
Remote Control and Monitoring of AX-12 Robotic Arm Based on Windows Communication Foundation....Pages 77-83
Influence of Receiver Parameters on GPS Navigation Accuracy....Pages 85-93
Integrity Events Analysis at OLEG GNSS Station in EGNOS Data Collection Network....Pages 95-103
The Mobile Personal Augmented Reality Navigation System....Pages 105-113
Rapid Threat Detection for Stereovision Mobility Aid System....Pages 115-123
Front Matter....Pages 125-125
Biomedical Sensor Analysis Using Mobile Technologies for Cardiovascular Disease Identification—A Case Study....Pages 127-136
Correlation of Genes Similarity Measures Based on GO Terms Similarity and Gene Expression Values....Pages 137-144
A Deceiving Charm of Feature Selection: The Microarray Case Study....Pages 145-152
Branching Processes in the Compartment Model of RNA World....Pages 153-160
Biomass Specific Growth Rate Utilization for Model-Based Process Control and Supervision....Pages 161-168
The Robust Models of Retention for Thin Layer Chromatography....Pages 169-176
Front Matter....Pages 177-177
Nutrition Assistance Based on Skin Color Segmentation and Support Vector Machines....Pages 179-187
Front Matter....Pages 177-177
Automatic System for Classification of Melanocytic Skin Lesions Based on Images Recognition....Pages 189-196
A Virtual Anatomical 3D Head, Oral Cavity and Teeth Model for Dental and Medical Applications....Pages 197-206
3D Hand Shape Modeling for Automatic Assessing Motor Performance in Parkinson’s Disease....Pages 207-217
Front Matter....Pages 219-219
An Approach to Determining Tinnitus Acoustical Characteristic....Pages 221-228
Recognition of Author Gender for Literary Texts....Pages 229-238
Content-Based Image Authentication Framework with Semi-fragile Hybrid Watermark Scheme....Pages 239-247
Front Matter....Pages 249-249
Home Butler Creating a Virtual Home Assistant....Pages 251-258
Towards Intelligent Systems Supporting Conceptual Design....Pages 259-266
Graph Similarity Measure in Automatic Evaluation of Designs....Pages 267-275
Front Matter....Pages 277-277
Semantic Data Selections and Mining in Decision Tables....Pages 279-286
Fuzzification Operator for Rough Sets in Image Segmentation....Pages 287-295
Neuro-Fuzzy System for Large Data Sets....Pages 297-304
Front Matter....Pages 305-305
Multiobjective Differential Crisp Clustering for Evaluation of Clusters Dynamically....Pages 307-313
An Application of Fuzzy Clustering Method to Cardiotocographic Signals Classification....Pages 315-322
A Distributed Genetic Algorithm for Graph-Based Clustering....Pages 323-331
Front Matter....Pages 333-333
The Forecasting Model Based on Wavelet Support Vector Machine and Multi-Elitist PSO....Pages 335-342
Correcting Streaming Predictions of an Electricity Load Forecast System Using a Prediction Reliability Estimate....Pages 343-350
Support Vector Regression as a Classification Problem with a Priori Knowledge in the Form of Detractors....Pages 351-358
Front Matter....Pages 359-359
A Parallel GPU-Designed Algorithm for the Constrained Multiple Sequence Alignment Problem....Pages 361-368
Using the Artificial Bee Colony Algorithm for Determining the Heat Transfer Coefficient....Pages 369-376
Front Matter....Pages 359-359
Parallel Independent Simulated Annealing Searches to Solve the VRPTW....Pages 377-384
Merging Adjacency Lists for Efficient Web Graph Compression....Pages 385-392
AdaBoost Ranking Results Improvement by Pairwise Classifiers for Web Page Classification....Pages 393-400
Front Matter....Pages 401-401
Data Replication Methods in Distributed Sale Systems....Pages 403-413
Architecture of the Multiagent System for Replicated Data Management....Pages 415-424
Replicated Data Synchronization in the Agent System....Pages 425-435
Query-Condition-Aware Histograms in Selectivity Estimation Method....Pages 437-446
Verification of the Search Space Exploration Strategy Based on the Solutions of the Join Ordering Problem....Pages 447-455
Efficient Representation of Transition Matrix in the Markov Process Modeling of Computer Networks....Pages 457-464
Back Matter....Pages -
....