Advances in Computational Intelligence and Its Applications /
Advances in Computational Intelligence and Its Applications /
edited by Sheikh Fahad Ahmad, Shadab Siddiqui, Rajib Debnath, Kakali Das, Figlu Mohanty, Sumit Hazra.
- First edition.
- 348 pages : illustrations ; 28 cm.
Includes bibliographical references.
1. A Non Conventional Pre-Processing Method for Financial Risk Analysis Data -- 2. An Analytical Study of Sentimental Analysis During COVID-19 Pandemic -- 3. SQL Injection Attacks: Exploiting Vulnerabilities in Database Systems -- 4. Energy Efficient Clock Synchronization Method in IoT Applications -- 5. Farm to Home: An e-commerce Application for Farmers and Consumers -- 6. Smart Farming: The Future of Agriculture -- 7. Literature Review Energy Efficient i Street Lighting System -- 8. Robotics in Medical and Health Care: A Critical Review -- 9. Automatic Speed Control of Vehicles at Accident Zone -- 10. Crime Detection Using Vehicle Number Plate -- 11. Automated Speech Analysis for Early Identification and Prediction of Depression: A Comprehensive Study -- 12. An Ensemble Approach for Pneumonia Detection from Chest X-rays -- 13. A Novel Concurrent Data Collection Protocol for IoT Networks -- 14. Implementation of Converting Indian Sign Language into Indian Language Using IoT-based Machine Learning Algorithms -- 15. A Comprehensive Survey on Deep Fake Object Creation and Detection: Challenges, and Future Directions -- 16. Development of Renal Tumor Accuracy Prediction Model Using Machine Learning Algorithms -- 17. Attendence System based on Viola-Jones Algorithm and PCA -- 18. Encipher Image Transmission Through MIMO System with Rayleigh Fading Environment Using AES Encryption Algorithm -- 19. A Comparative Study of Stock Return’s Analysis and Prediction with the Impact of Macroeconomic Variables Using SVM and LSTM -- 20. Machine Learning Model for Improving the Overall Equipment Effectiveness in Industrial Manufacturing Sites -- 21. Hashgraph and Fog Computing Based Novel Framework for Online Teaching-Learning and Content Delivery -- 22. A Review of Churn Prediction in Telecommunication Industry -- 23. Speech Emotion Recognition (SER) on Live Calls While Creating Events -- 24. Predicting Malignancy from Breast Histopathological Images Using Deep Neural Networks and Baseline Classifiers -- 25. Framework for Home Layout Design by Semantic Parsing of Text -- 26. URL Phishing Prediction with GUI Implementation Using Machine Learning -- 27. Smart Farming with Fire Security System -- 28. Generation of 3D Images from Single View 2D Images Using Autoencoder -- 29. Attention Based Bidirectional LSTM Model for Data-to-text Generation -- 30. A Conceptualized Study on Blockchain Technological Algorithms, Cyber-Attacks and Application Perceptions -- 31. Computation of Environmental Deterioration by Observation of Annual NDVI Changes -- 32. Comparative Analysis of Deep Learning Techniques for Fast Detection of COVID-19 Using CXR Images -- 33. Accident Evasion and Warning System -- 34. Crowd Counting for Risk Management Using Deep Learning -- 35. Tamil Character-Size Reduction Method for Storage of Large Amount of Data -- 36. Stochastic Modelling and Real Time Solution for SCPP Problem for the Internet of Vehicles (IoV) -- 37. Security Level Detection of Cryptosystems Using Machine Learning -- 38. Colorization of Black and White Image and Video Using CNN -- 39. Detection Mechanism for the Analysis of Malicious Script to Safeguard the Networked Systems -- 40. An Electromyography Based System for Sitting and Walking Postures -- 41. Comparison of Latency Minimisation Techniques and Performance Evaluation for Application Mapping in RTNoC (Real Time Network on Chip) -- 42. Classification of Customers Using Machine Learning -- 43. Phishing Website Detection Using Machine Learning -- 44. VANET Routing Protocol Using Particle Swarm Optimization.
Proceedings of the International Conference on Advances in Computational Intelligence and its Applications (ICACIA-2023), presenting research on computational intelligence with diverse applications in technology, agriculture, healthcare, IoT, machine learning, and cybersecurity.
9781032786124
Computational intelligence--Congresses.
Machine learning--Congresses.
Artificial intelligence--Congresses.
Internet of things--Congresses.
Cybersecurity--Congresses.
006.3 / A.D.V
Includes bibliographical references.
1. A Non Conventional Pre-Processing Method for Financial Risk Analysis Data -- 2. An Analytical Study of Sentimental Analysis During COVID-19 Pandemic -- 3. SQL Injection Attacks: Exploiting Vulnerabilities in Database Systems -- 4. Energy Efficient Clock Synchronization Method in IoT Applications -- 5. Farm to Home: An e-commerce Application for Farmers and Consumers -- 6. Smart Farming: The Future of Agriculture -- 7. Literature Review Energy Efficient i Street Lighting System -- 8. Robotics in Medical and Health Care: A Critical Review -- 9. Automatic Speed Control of Vehicles at Accident Zone -- 10. Crime Detection Using Vehicle Number Plate -- 11. Automated Speech Analysis for Early Identification and Prediction of Depression: A Comprehensive Study -- 12. An Ensemble Approach for Pneumonia Detection from Chest X-rays -- 13. A Novel Concurrent Data Collection Protocol for IoT Networks -- 14. Implementation of Converting Indian Sign Language into Indian Language Using IoT-based Machine Learning Algorithms -- 15. A Comprehensive Survey on Deep Fake Object Creation and Detection: Challenges, and Future Directions -- 16. Development of Renal Tumor Accuracy Prediction Model Using Machine Learning Algorithms -- 17. Attendence System based on Viola-Jones Algorithm and PCA -- 18. Encipher Image Transmission Through MIMO System with Rayleigh Fading Environment Using AES Encryption Algorithm -- 19. A Comparative Study of Stock Return’s Analysis and Prediction with the Impact of Macroeconomic Variables Using SVM and LSTM -- 20. Machine Learning Model for Improving the Overall Equipment Effectiveness in Industrial Manufacturing Sites -- 21. Hashgraph and Fog Computing Based Novel Framework for Online Teaching-Learning and Content Delivery -- 22. A Review of Churn Prediction in Telecommunication Industry -- 23. Speech Emotion Recognition (SER) on Live Calls While Creating Events -- 24. Predicting Malignancy from Breast Histopathological Images Using Deep Neural Networks and Baseline Classifiers -- 25. Framework for Home Layout Design by Semantic Parsing of Text -- 26. URL Phishing Prediction with GUI Implementation Using Machine Learning -- 27. Smart Farming with Fire Security System -- 28. Generation of 3D Images from Single View 2D Images Using Autoencoder -- 29. Attention Based Bidirectional LSTM Model for Data-to-text Generation -- 30. A Conceptualized Study on Blockchain Technological Algorithms, Cyber-Attacks and Application Perceptions -- 31. Computation of Environmental Deterioration by Observation of Annual NDVI Changes -- 32. Comparative Analysis of Deep Learning Techniques for Fast Detection of COVID-19 Using CXR Images -- 33. Accident Evasion and Warning System -- 34. Crowd Counting for Risk Management Using Deep Learning -- 35. Tamil Character-Size Reduction Method for Storage of Large Amount of Data -- 36. Stochastic Modelling and Real Time Solution for SCPP Problem for the Internet of Vehicles (IoV) -- 37. Security Level Detection of Cryptosystems Using Machine Learning -- 38. Colorization of Black and White Image and Video Using CNN -- 39. Detection Mechanism for the Analysis of Malicious Script to Safeguard the Networked Systems -- 40. An Electromyography Based System for Sitting and Walking Postures -- 41. Comparison of Latency Minimisation Techniques and Performance Evaluation for Application Mapping in RTNoC (Real Time Network on Chip) -- 42. Classification of Customers Using Machine Learning -- 43. Phishing Website Detection Using Machine Learning -- 44. VANET Routing Protocol Using Particle Swarm Optimization.
Proceedings of the International Conference on Advances in Computational Intelligence and its Applications (ICACIA-2023), presenting research on computational intelligence with diverse applications in technology, agriculture, healthcare, IoT, machine learning, and cybersecurity.
9781032786124
Computational intelligence--Congresses.
Machine learning--Congresses.
Artificial intelligence--Congresses.
Internet of things--Congresses.
Cybersecurity--Congresses.
006.3 / A.D.V