Artificial Intelligence and Evolutionary Computations in Engineering Systems. (2020)

• Record Type: Book
• Further Information: Note: Subhransu Sekhar Dash, C. Lakshmi, Swagatam Das, Bijaya Ketan Panigrahi, editors.
• Other Names: Dash, S. S (Sudhansu Sekhar); Lakshmi, C; Das, Swagatam; Panigrahi, Bijaya Ketan; International Conference on Artificial Intelligence and Evolutionary Computations in Engineering Systems, 4th
• Contents: Intro -- 4th International Conference on Artificial Intelligence and Evolutionary Computations in Engineering Systems April 11-13, 2019 Organized by Department of Software Engineering, School of Computing, SRMIST-Kattankulathur -- Chief Patrons -- Patrons -- General Chair -- General Co-chair -- Organizing Chair -- Organizing Co-chair -- Programme Chair -- Programme Co-chair -- Publicity Chair -- Public Relation Chair -- Publication Chair -- Finance Chair -- Organizing Committee -- International/National Advisory Committee -- Preface -- Contents -- About the Editors 1 Automatic Generation Control Using Novel PD Plus FOPI Controller Tuned by Salp Swarm Algorithm -- Abstract -- 1 Introduction -- 2 System Modelling -- 3 Structure and Optimal Design of Controllers -- 3.1 Structure of Controllers -- 3.2 Objective Function -- 3.3 Salp Swarm Algorithm -- 4 Result Analysis -- 4.1 Robustness Analysis: Area -- 5 Conclusion -- Appendix 1 -- References -- 2 Plant Disease Identification and Detection Using Support Vector Machines and Artificial Neural Networks -- Abstract -- 1 Introduction -- 1.1 Diseases Commonly Found in Crops -- 2 Basic Methodology 2.1 Input Preprocessing -- 2.2 Filtering -- 2.3 Feature Extraction -- 2.4 Classification -- 3 Discussion on SVM-Based Methods -- 4 Discussion on Artificial Neural Network-Based Methods -- 4.1 Convolutional Neural Network (CNN) -- 4.2 Recurrent Neural Network (RNN) -- 4.3 Discussions -- 5 Concluding Remarks -- References -- 3 Efficiency Comparison and Analysis of Pseudo-random Generators in Network Security -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Proposed System -- 4 Result Analysis -- 5 Conclusion -- References 4 A Detailed Analysis of Intruders' Activities in the Network Through the Real-Time Virtual Honeynet Experimentation -- Abstract -- 1 Introduction -- 2 Proposed System -- 3 Implementation of Honeynet Architecture -- 3.1 Honeyd -- 3.2 Virtual Honeynet -- 3.3 Virtual High-Interaction Honeypots-Configuration -- 4 Obseration and Analysis -- 4.1 Witnessed Attack Cases -- 4.2 Scanning of Ports -- 4.3 Brute-Force SSH Attack -- 4.4 Directory Traversal -- 4.5 Statistical Analysis -- 5 Conclusion -- References -- 5 Global and Local Signed Pressure Force Functions Active Contour Model Based on Entropy Abstract -- 1 Introduction -- 2 Background -- 3 Proposed Method -- 3.1 Entropy -- 3.2 New Active Contour Formulation -- 4 Results and Discussion -- 5 Conclusion and Future Scope -- References -- 6 Optimization of Big Data Using Rough Set Theory and Data Mining for Textile Applications -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Proposed Algorithm Framework -- 3.1 Proposed Scalable Rough Priority Prediction Model (SrPPM) -- 3.2 Description of Our Proposed SrPPM Algorithm -- 4 Experimental Results and Discussion -- 4.1 Dataset -- 4.2 Results and Discussion -- 5 Conclusion -- References
• Publisher Details: Singapore : Springer
• Publication Date: 2020
• Extent: 1 online resource (781 pages)
• Subjects: 006.3; Artificial intelligence -- Congresses; Computer systems -- Congresses; Artificial intelligence; Computer systems; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9789811501999; 9811501998
• Related ISBNs: 9789811501982
• Notes: Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.