Computational Intelligence Theories Applications and Future Directions Volume I Nishchal Verma 9811311323 9789811311321

Computational Intelligence Theories Applications and Future Directions Volume I Nishchal Verma – Ebook Instant Download/Delivery ISBN(s): 9811311323, 9789811311321

Product details:

• ISBN 10: 9811311323
• ISBN 13: 9789811311321
• Author: Nishchal

This book presents selected proceedings of ICCI-2017, discussing theories, applications and future directions in the field of computational intelligence (CI). ICCI-2017 brought together international researchers presenting innovative work on self-adaptive systems and methods. This volume covers the current state of the field and explores new, open research directions. The book serves as a guide for readers working to develop and validate real-time problems and related applications using computational intelligence. It focuses on systems that deal with raw data intelligently, generate qualitative information that improves decision-making, and behave as smart systems, making it a valuable resource for researchers and professionals alike.

Table of contents:

Part I. Big Data Analytics

Analysis of Weather Data Using Forecasting Algorithms

K-Data Depth Based Clustering Algorithm

Approximation and Updation of Betweenness Centrality in Dynamic Complex Networks

Part II. Bioinformatics

High-Dimensional Data Classification Using PSO and Bat Algorithm

Feature Learning Using Stacked Autoencoder for Shared and Multimodal Fusion of Medical Images

A New Computational Approach to Identify Essential Genes in Bacterial Organisms Using Machine Learning

Automatic ECG Signals Recognition Based on Time Domain Features Extraction Using Fiducial Mean Square Algorithm

Part III. Computational Intelligence for e-Health

Segmentation and Border Detection of Melanoma Lesions Using Convolutional Neural Network and SVM

Image Processing Methods for Automated Assessment of Sperm DNA Integrity

Smartphone-Based Ubiquitous Data Sensing and Analysis for Personalized Preventive Care: A Conceptual Framework

Dimensionality Reduction-Based Breast Cancer Classification Using Machine Learning

Part IV. Computational Simulation

A New Heuristic for Degree-Constrained Minimum Spanning Tree Problem

Event-Triggered Control for Trajectory Tracking by Robotic Manipulator

Trajectory Tracking of Quad-Rotor UAV Using Fractional Order Controller

Evaluation of Security Metrics for System Security Analysis

Event-Triggered Sliding Mode Control Based Trajectory Tracking in a Cyber-Physical Space

Part V. Data Mining and Visualization

Discovering Conversational Topics and Emotions Associated with Demonetization Tweets in India

Evaluation of Classifiers for Detection of Authorship Attribution

Performance Analysis of Uncertain K-means Clustering Algorithm Using Different Distance Metrics

Query Morphing: A Proximity-Based Data Exploration for Query Reformulation

DDAM: Detecting DDoS Attacks Using Machine Learning Approach

Community Detection Using Node Attributes: A Non-negative Matrix Factorization Approach

A Comparative Analysis of Community Detection Algorithms on Social Networks

Part VI. Evolutionary Computation

Solving Rubik’s Cube Using Graph Theory

Multiobjective Virtual Machine Selection for Task Scheduling in Cloud Computing

Hybrid Swarm Intelligence Algorithm for Detection of Health of an Apple

Part VII. Fuzzy Inference Systems

Iris Data Classification Using Modified Fuzzy C Means

A Type-2 Fuzzy Systems Approach for Clustering-Based Identification of a T-S Regression Model

Fuzzy Inference Network with Mamdani Fuzzy Inference System

An Empirical Comparison of Intelligent Controllers for the Ball and Beam System

Health Monitoring of Main Battle Tank Engine Using Mamdani-Type Fuzzy Model

Fuzzy Set Theoretic Similarity Measure for Finger Vein Image Retrieval

Part VIII. Fuzzy Knowledge Systems

Aerodynamic Parameter Modeling Using TS Fuzzy Systems from Flight Data

Part IX. Genetic Algorithms

Genetic-Algorithm-Based Optimization of Ant Colony Controller for Fractional-Order Systems

A Hybrid GA-PSO Algorithm to Solve Traveling Salesman Problem

A Computational Intelligence Approach for Cancer Detection Using Artificial Immune System

Prediction of the State of Grinding Materials in Run Time Using Genetic Operator

Part X. Gesture Identification and Recognition

Motion Direction Code—A Novel Feature for Hand Gesture Recognition

Human Fall Detection System over IMU Sensors Using Triaxial Accelerometer

Part XI. Industrial Applications of CI

Lateral-Directional Aerodynamic Parameter Estimation Using Neuro-fuzzy-Based Method

Personalized Automation of Electrical and Electronic Devices Using Sensors and Artificial Intelligence—“The Intelligizer System”

A Privacy-Preserving Twin Support Vector Machine Classifier for Vertical Partitioned Data

Development of Parsimonious Orthonormal Basis Function Models Using Particle Swarm Optimisation

Fault Detection of Anti-friction Bearing Using AdaBoost Decision Tree

Part XII. Industrial Sensing

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