Artificial Intelligence and Soft Computing: 17th International Conference, Part II

Artificial Intelligence and Soft Computing: 17th International Conference, Part II Front Cover
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2018-06-15
814 pages

Book Description

Artificial Intelligence and Soft Computing: 17th International Conference, ICAISC 2018, Zakopane, Poland, June 3-7, 2018, Proceedings, Part II (Lecture Notes in Computer Science)
The two-volume set LNAI 10841 and LNAI 10842 constitutes the refereed proceedings of the 17th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2018, held in Zakopane, Poland in June 2018.

The 140 revised full papers presented were carefully reviewed and selected from 242 submissions. The papers included in the second volume are organized in the following five parts: computer vision, image and speech analysis; bioinformatics, biometrics, and medical applications; data mining; artificial intelligence in modeling, simulation and control; and various problems of artificial intelligence.

Table of Contents

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

Book Details

  • Title: Artificial Intelligence and Soft Computing: 17th International Conference, Part II
  • Length: 814 pages
  • Edition: 1st ed. 2018
  • Language: English
  • Publisher:
  • Publication Date: 2018-06-15
  • ISBN-10: 3319912615
  • ISBN-13: 9783319912615
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