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Nature-Inspired Computation in Data Mining and Machine Learning, 2020
- Xin-She Yang, Xingshi He:
Nature-Inspired Computation in Data Mining and Machine Learning. Studies in Computational Intelligence 855, Springer 2020, ISBN 978-3-030-28552-4 - Douglas Rodrigues, Gustavo Henrique de Rosa
, Leandro Aparecido Passos
, João Paulo Papa:
Adaptive Improved Flower Pollination Algorithm for Global Optimization. 1-21 - Ratnik Gandhi, Mehul S. Raval
:
Algorithms for Optimization and Machine Learning over Cloud. 23-46 - Mohamed Alloghani, Dhiya Al-Jumeily
, Abir Hussain, Jamila Mustafina
, Thar Baker
, Ahmed J. Aljaaf
:
Implementation of Machine Learning and Data Mining to Improve Cybersecurity and Limit Vulnerabilities to Cyber Attacks. 47-76 - Sukanya Manna, Haruto Nakai:
Comparative Analysis of Different Classifiers on Crisis-Related Tweets: An Elaborate Study. 77-94 - Adis Alihodzic, Eva Tuba
, Milan Tuba:
An Improved Extreme Learning Machine Tuning by Flower Pollination Algorithm. 95-112 - Mohamed Alloghani, Thar Baker
, Dhiya Al-Jumeily
, Abir Hussain, Jamila Mustafina
, Ahmed J. Aljaaf
:
Prospects of Machine and Deep Learning in Analysis of Vital Signs for the Improvement of Healthcare Services. 113-136 - Janmenjoy Nayak, Bighnaraj Naik
, Danilo Pelusi, A. Vamsi Krishna:
A Comprehensive Review and Performance Analysis of Firefly Algorithm for Artificial Neural Networks. 137-159 - Nabila Zrira, Mohamed Hannat, El-Houssine Bouyakhf:
3D Object Categorization in Cluttered Scene Using Deep Belief Network Architectures. 161-186 - Mohamed Alloghani, Dhiya Al-Jumeily
, Abir Hussain, Panagiotis Liatsis, Ahmed J. Aljaaf
:
Performance-Based Prediction of Chronic Kidney Disease Using Machine Learning for High-Risk Cardiovascular Disease Patients. 187-206 - G. Remmiya Devi, M. Anand Kumar
, K. P. Soman:
Extraction of Named Entities from Social Media Text in Tamil Language Using N-Gram Embedding for Disaster Management. 207-223 - Ravinder Ahuja
, Aakarsha Chug, Shaurya Gupta, Pratyush Ahuja, Shruti Kohli:
Classification and Clustering Algorithms of Machine Learning with their Applications. 225-248 - Mohamed A. Tawhid
, Abdel-Monem M. Ibrahim
:
Hybrid Binary Particle Swarm Optimization and Flower Pollination Algorithm Based on Rough Set Approach for Feature Selection Problem. 249-273
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