Intelligence enabled research : DoSIER 2021 / / edited by Siddhartha Bhattacharyya, Gautam Das, and Sourav De

• Pubblicazione: Gateway East, Singapore : , : Springer, , [2022]; ©2022
• Descrizione fisica: 1 online resource (187 pages)
• Disciplina: 006.3
• Soggetto topico: Speech processing systems; Signal processing; Computational intelligence
• Persona (resp. second.): DasGautam; DeSourav <1979->; BhattacharyyaSiddhartha <1975->
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: Intro -- Preface -- Contents -- Editors and Contributors -- Solving Graph Coloring Problem Using Ant Colony Optimization, Simulated Annealing and Quantum Annealing-A Comparative Study -- 1 Introduction -- 2 Earlier Work -- 3 Ant Colony Optimization -- 4 Simulated Annealing -- 5 Quantum Annealing -- 6 Proposed Algorithms -- 6.1 Representation of Solution -- 6.2 Fitness Calculation -- 6.3 ACO Algorithm for GCP -- 6.4 SA Algorithm for GCP -- 6.5 QA Algorithm for GCP -- 7 Results and Discussions -- 8 Conclusion and Future Scope -- References -- Computer-Assisted Diagnosis and Neuroimaging of Baby Infants -- 1 Introduction -- 2 Literature Review -- 3 Motivation -- 4 Problem Statement -- 5 Methodology -- 6 Proposed Research Work -- 7 Results -- 7.1 Preprocessing -- 7.2 Feature Extraction -- 7.3 Segmentation -- 8 Conclusion -- References -- Early Prediction of Ebola Virus Using Advanced Recurrent Neural Networks -- 1 Introduction -- 2 Literature Review -- 3 Present Systems and Their Carrying Out Details -- 3.1 Proposed System -- 4 System Design and Implementation -- 4.1 ARNN Algorithms -- 5 Outcome -- 5.1 Evaluation Methods -- 6 Conclusions -- References -- A Three-Step Fuzzy-Based BERT Model for Sentiment Analysis -- 1 Introduction -- 2 Motivation -- 3 Background Study -- 4 Proposed Methodology -- 4.1 Collection of Datasets -- 4.2 Pre-processing of the Datasets -- 4.3 BERT Module -- 4.4 Fuzzy Logic Module -- 5 Results and Discussion -- 6 Statistical Analysis of Results -- 7 Conclusion -- References -- Mayfly Algorithm-Based PID Controller for LFC of Multi-sources Single Area Power System -- 1 Introduction -- 1.1 Highlights of the Research Work -- 1.2 Structure of the Article -- 2 System Investigated -- 3 Controller Design -- 3.1 Objective Functions -- 4 Mayfly Algorithm -- 5 System Performance Analysis -- 6 Conclusion -- Appendix [15, 16] -- References. ; Group Key Management Techniques for Secure Load Balanced Routing Model -- 1 Introduction -- 2 Literature Survey -- 3 Proposed Methodology -- 4 Key Management Schemes -- 5 Results and Discussion -- 6 Future Scope -- 7 Conclusion -- References -- Search Techniques for Data Analytics with Focus on Ensemble Methods -- 1 Introduction -- 2 Search Strategies for FSS -- 2.1 Ensemble Search Strategy -- 3 Experimental Setup and Datasets -- 4 Conclusion -- References -- A Survey on Underwater Object Detection -- 1 Introduction -- 2 Learning-Based Object Detection Techniques -- 3 Other Approaches (Non-learning-Based Approach) -- 4 Conclusion -- References -- Covacdiser: A Machine Learning-Based Web Application to Recommend the Prioritization of COVID-19 Vaccination -- 1 Introduction -- 2 Literature Survey -- 3 Motivation and Contribution -- 4 Proposed Methodology -- 5 Machine Learning Model -- 6 Dataset -- 7 Web Application -- 8 Results and Discussion -- 9 Conclusion and Future Works -- References -- Research of High-Speed Procedures for Defuzzification Based on the Area Ratio Method -- 1 Introduction -- 2 Method of Area's Ratio and High-Speed Procedures -- 2.1 Method of Area's Ratio -- 2.2 Modification I of the Area Ratio Method -- 2.3 Modification II of the Area Ratio Method -- 3 Fuzzy MISO-System with Method of Areas' Ratio -- 4 Experimental Research -- 5 Conclusion -- References -- A Single Qubit Quantum Perceptron for OR and XOR Logic -- 1 Introduction -- 2 Motivation and Contributions -- 3 Single-Layer Perceptron -- 3.1 Single-Layered Perceptron Model for OR Logic -- 4 Quantum Computers -- 4.1 Qubits -- 4.2 Quantum Gates -- 4.3 Quantum Measurement -- 5 Proposed Single Qubit Quantum Perceptron -- 6 Experimental Results -- 6.1 Dataset -- 6.2 Simulation Results -- 7 Discussion -- 8 Conclusion -- References. ; Societal Gene Acceptance Index-Based Crossover in GA for Travelling Salesman Problem -- 1 Introduction -- 2 Overview -- 2.1 Background -- 2.2 GA -- 2.3 GA Operators -- 2.4 GA Parameters -- 3 Proposed Crossover -- 3.1 Motivation -- 3.2 SGAI -- 3.3 SGAI Crossover -- 4 Experimentation Framework and Parameters -- 4.1 Framework -- 4.2 Operators and Parameters -- 4.3 Experimentation -- 5 Results -- 5.1 Readings -- 5.2 Plots -- 5.3 Evaluation of Results -- 5.4 Time Evaluation -- 5.5 SGAI Array Progression -- 6 Conclusion -- References -- The Method of Neuro-fuzzy Calibration of Geometrically Distorted Images of Digital X-Ray Tomographs -- 1 Introduction -- 2 Parameters of Radiographic Images' Quality -- 3 Calibration of a Flat-Panel Detector -- 4 New Automated Calibration Method Based on a New Hybrid Architecture -- 5 Conclusion -- References.
• Titolo autorizzato: Intelligence Enabled Research
• ISBN: 981-19-0489-8
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910556876403321
• Lo trovi qui: Univ. Federico II
• Serie: Studies in Computational Intelligence