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Artificial Intelligence and Soft Computing

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Cover of 'Artificial Intelligence and Soft Computing'

Table of Contents

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    Book Overview
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    Chapter 1 Moving Object Detection and Tracking Based on Three-Frame Difference and Background Subtraction with Laplace Filter
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    Chapter 2 Robust Lane Extraction Using Two-Dimension Declivity
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    Chapter 3 Segmentation of the Proximal Femur by the Analysis of X-ray Imaging Using Statistical Models of Shape and Appearance
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    Chapter 4 Architecture of Database Index for Content-Based Image Retrieval Systems
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    Chapter 5 Symmetry of Hue Distribution in the Images
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    Chapter 6 Image Completion with Smooth Nonnegative Matrix Factorization
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    Chapter 7 A Fuzzy SOM for Understanding Incomplete 3D Faces
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    Chapter 8 Feature Selection for ‘Orange Skin’ Type Surface Defect in Furniture Elements
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    Chapter 9 Image Retrieval by Use of Linguistic Description in Databases
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    Chapter 10 On the Use of Principal Component Analysis and Particle Swarm Optimization in Protein Tertiary Structure Prediction
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    Chapter 11 The Shape Language Application to Evaluation of the Vertebra Syndesmophytes Development Progress
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    Chapter 12 Analytical Realization of the EM Algorithm for Emission Positron Tomography
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    Chapter 13 An Application of Graphic Tools and Analytic Hierarchy Process to the Description of Biometric Features
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    Chapter 14 On Some Aspects of an Aggregation Mechanism in Face Recognition Problems
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    Chapter 15 Nuclei Detection in Cytological Images Using Convolutional Neural Network and Ellipse Fitting Algorithm
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    Chapter 16 Towards the Development of Sensor Platform for Processing Physiological Data from Wearable Sensors
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    Chapter 17 Severity of Cellulite Classification Based on Tissue Thermal Imagining
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    Chapter 18 Features Selection for the Most Accurate SVM Gender Classifier Based on Geometrical Features
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    Chapter 19 Parallel Cache Efficient Algorithm and Implementation of Needleman-Wunsch Global Sequence Alignment
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    Chapter 20 Using Fuzzy Numbers for Modeling Series of Medical Measurements in a Diagnosis Support Based on the Dempster-Shafer Theory
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    Chapter 21 Averaged Hidden Markov Models in Kinect-Based Rehabilitation System
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    Chapter 22 Genome Compression: An Image-Based Approach
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    Chapter 23 Stability of Features Describing the Dynamic Signature Biometric Attribute
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    Chapter 24 Text Categorization Improvement via User Interaction
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    Chapter 25 Uncertain Decision Tree Classifier for Mobile Context-Aware Computing
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    Chapter 26 An Efficient Prototype Selection Algorithm Based on Dense Spatial Partitions
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    Chapter 27 Complexity of Rule Sets Induced by Characteristic Sets and Generalized Maximal Consistent Blocks
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    Chapter 28 On Ensemble Components Selection in Data Streams Scenario with Gradual Concept-Drift
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    Chapter 29 An Empirical Study of Strategies Boosts Performance of Mutual Information Similarity
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    Chapter 30 Distributed Nonnegative Matrix Factorization with HALS Algorithm on Apache Spark
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    Chapter 31 Dimensionally Distributed Density Estimation
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    Chapter 32 Outliers Detection in Regressions by Nonparametric Parzen Kernel Estimation
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    Chapter 33 Application of Perspective-Based Observational Tunnels Method to Visualization of Multidimensional Fractals
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    Chapter 34 Estimation of Probability Density Function, Differential Entropy and Other Relative Quantities for Data Streams with Concept Drift
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    Chapter 35 System for Building and Analyzing Preference Models Based on Social Networking Data and SAT Solvers
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    Chapter 36 On Asymmetric Problems of Objects’ Comparison
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    Chapter 37 A Recommendation Algorithm Considering User Trust and Interest
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    Chapter 38 Automating Feature Extraction and Feature Selection in Big Data Security Analytics
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    Chapter 39 Improvement of the Simplified Silhouette Validity Index
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    Chapter 40 Feature Extraction in Subject Classification of Text Documents in Polish
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    Chapter 41 Efficiency of Random Decision Forest Technique in Polish Companies’ Bankruptcy Prediction
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    Chapter 42 TUP-RS: Temporal User Profile Based Recommender System
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    Chapter 43 Feature Extraction of Surround Sound Recordings for Acoustic Scene Classification
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    Chapter 44 Cascading Probability Distributions in Agent-Based Models: An Application to Behavioural Energy Wastage
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    Chapter 45 Symbolic Regression with the AMSTA+GP in a Non-linear Modelling of Dynamic Objects
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    Chapter 46 A Population Based Algorithm and Fuzzy Decision Trees for Nonlinear Modeling
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    Chapter 47 The Hybrid Plan Controller Construction for Trajectories in Sobolev Space
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    Chapter 48 Temporal Traveling Salesman Problem – in a Logic- and Graph Theory-Based Depiction
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    Chapter 49 Modelling the Affective Power of Locutions in a Persuasive Dialogue Game
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    Chapter 50 Determination of a Matrix of the Dependencies Between Features Based on the Expert Knowledge
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    Chapter 51 Dynamic Trust Scoring of Railway Sensor Information
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    Chapter 52 Linear Parameter-Varying Two Rotor Aero-Dynamical System Modelling with State-Space Neural Network
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    Chapter 53 Evolutionary Quick Artificial Bee Colony for Constrained Engineering Design Problems
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    Chapter 54 Patterns in Video Games Analysis – Application of Eye-Tracker and Electrodermal Activity (EDA) Sensor
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    Chapter 55 Improved Behavioral Analysis of Fuzzy Cognitive Map Models
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    Chapter 56 On Fuzzy Sheffer Stroke Operation
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    Chapter 57 Building Knowledge Extraction from BIM/IFC Data for Analysis in Graph Databases
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    Chapter 58 A Multi-Agent Problem in a New Depiction
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    Chapter 59 Proposal of a Smart Gun System Supporting Police Interventions
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    Chapter 60 Knowledge Representation in Model Driven Approach in Terms of the Zachman Framework
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    Chapter 61 Rendezvous Consensus Algorithm Applied to the Location of Possible Victims in Disaster Zones
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    Chapter 62 Exploiting OSC Models by Using Neural Networks with an Innovative Pruning Algorithm
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    Chapter 63 Critical Analysis of Conversational Agent Technology for Intelligent Customer Support and Proposition of a New Solution
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    Chapter 64 Random Forests for Profiling Computer Network Users
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    Chapter 65 Leader-Follower Formation for UAV Robot Swarm Based on Fuzzy Logic Theory
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    Chapter 66 Towards Interpretability of the Movie Recommender Based on a Neuro-Fuzzy Approach
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    Chapter 67 Dual-Heuristic Dynamic Programming in the Three-Wheeled Mobile Transport Robot Control
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    Chapter 68 Stylometry Analysis of Literary Texts in Polish
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    Chapter 69 Constraint-Based Identification of Complex Gateway Structures in Business Process Models
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    Chapter 70 Developing a Fuzzy Knowledge Base and Filling It with Knowledge Extracted from Various Documents
Attention for Chapter 16: Towards the Development of Sensor Platform for Processing Physiological Data from Wearable Sensors
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Chapter title
Towards the Development of Sensor Platform for Processing Physiological Data from Wearable Sensors
Chapter number 16
Book title
Artificial Intelligence and Soft Computing
Published by
Springer, Cham, June 2018
DOI 10.1007/978-3-319-91262-2_16
Book ISBNs
978-3-31-991261-5, 978-3-31-991262-2
Authors

Krzysztof Kutt, Wojciech Binek, Piotr Misiak, Grzegorz J. Nalepa, Szymon Bobek

Twitter Demographics

The data shown below were collected from the profiles of 3 tweeters who shared this research output. Click here to find out more about how the information was compiled.

Mendeley readers

The data shown below were compiled from readership statistics for 27 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 27 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 7 26%
Researcher 7 26%
Student > Master 3 11%
Student > Bachelor 2 7%
Professor 2 7%
Other 1 4%
Unknown 5 19%
Readers by discipline Count As %
Computer Science 6 22%
Engineering 3 11%
Nursing and Health Professions 2 7%
Psychology 2 7%
Neuroscience 1 4%
Other 1 4%
Unknown 12 44%