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ICDSMLA 2019 : Proceedings of the 1st International Conference on Data Science, Machine Learning and Applications / edited by Amit Kumar, Marcin Paprzycki, Vinit Kumar Gunjan.
Springer Nature - Springer Intelligent Technologies and Robotics eBooks 2020 English International Available online
View online- Format:
- Book
- Series:
- Lecture Notes in Electrical Engineering, 1876-1119 ; 601
- Language:
- English
- Subjects (All):
- Computational intelligence.
- Quantitative research.
- Artificial intelligence.
- Application software.
- Neural networks (Computer science).
- Big data.
- Computational Intelligence.
- Data Analysis and Big Data.
- Artificial Intelligence.
- Computer and Information Systems Applications.
- Mathematical Models of Cognitive Processes and Neural Networks.
- Big Data.
- Local Subjects:
- Computational Intelligence.
- Data Analysis and Big Data.
- Artificial Intelligence.
- Computer and Information Systems Applications.
- Mathematical Models of Cognitive Processes and Neural Networks.
- Big Data.
- Physical Description:
- 1 online resource (2,010 pages).
- Edition:
- 1st ed. 2020.
- Place of Publication:
- Singapore : Springer Nature Singapore : Imprint: Springer, 2020.
- Summary:
- This book gathers selected high-impact articles from the 1st International Conference on Data Science, Machine Learning & Applications 2019. It highlights the latest developments in the areas of Artificial Intelligence, Machine Learning, Soft Computing, Human–Computer Interaction and various data science & machine learning applications. It brings together scientists and researchers from different universities and industries around the world to showcase a broad range of perspectives, practices and technical expertise.
- Contents:
- 1. Intrusion detection system using soft computing techniques: A review
- 2. Machine Learning Based Outlook for the Analysis of SNP-SNP Interaction for Biomedical Big Data
- 3. A Compendium on Network and Host based Intrusion Detection Systems
- 4. Performance Evaluation of Stochastic gammatone filters
- 5. Optimization of Multi-way Join Cost using System R* and SharesSkew
- 6. Study of K-Means Clustering Algorithm for Identification of Dengue Fever Hotspots
- 7. WhatsApp: A Business Tool in Unorganized Retail with reference to TAM
- 8. A framework for the RNA-Seq based classification and prediction of disease
- 9. Bio-Inspired AI optimization techniques to evaluate data rate and minimize interference in Cognitive Cellular Network
- 10. Reduction of PAPR in OFDM Signals Using Grey Wolf Optimization combined with SLM
- 11. Idiom Recommendation using POS tagging and Sentence Parsing
- 12. Indian and European Script Identification: A Review
- 13. Analysis of Iris Identification System by using Hybrid Based PSO Classifier
- 14. A Review on Handwritten Indian Script Identification
- 15. Intelligent Medicine Box for Medication Management using Internet-of Things.
- Notes:
- Includes bibliographical references.
- ISBN:
- 981-15-1420-8
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