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{ "item_title" : "Advances on Smart and Soft Computing", "item_author" : [" Faisal Saeed", "Tawfik Al-Hadhrami", "Fathey Mohammed "], "item_description" : "Optimization of a Similarity Performance on Bounded Content of Motion Histogram by Using Distributed Model.- Automatic Detection of Diabetic Retinopathy using Custom CNN and Grad-CAM.- A Zero-Knowledge Identification Scheme Based on the Discrete Logarithm Problem and Elliptic Curves.- SMOTE-ENN Based Data Sampling and Improved Dynamic Ensemble Selection for Imbalanced Medical Data Classification.- Evaluation of Several Artificial Intelligence and Machine Learning Algorithms for Image Classification on Small Datasets.- Yemeni Paper Currency Recognition System Using Deep Learning Approach.- Tuning Hyper-Parameters of Machine Learning Methods for Improving the Detection of Hate Speech.- Performance Comparison of Machine Learning Techniques in Identifying Dementia from Open Access Clinical Datasets.- Clustering Analysis to Improve Web Search Ranking Using PCA and RMSE.- A Parallel Global TFIDF Feature Selection using Hadoop for Big Data Text Classification.", "item_img_path" : "https://covers2.booksamillion.com/covers/bam/9/81/156/047/9811560471_b.jpg", "price_data" : { "retail_price" : "219.99", "online_price" : "219.99", "our_price" : "219.99", "club_price" : "219.99", "savings_pct" : "0", "savings_amt" : "0.00", "club_savings_pct" : "0", "club_savings_amt" : "0.00", "discount_pct" : "10", "store_price" : "" } }
Advances on Smart and Soft Computing|Faisal Saeed

Advances on Smart and Soft Computing : Proceedings of Icacin 2020

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Overview

Optimization of a Similarity Performance on Bounded Content of Motion Histogram by Using Distributed Model.- Automatic Detection of Diabetic Retinopathy using Custom CNN and Grad-CAM.- A Zero-Knowledge Identification Scheme Based on the Discrete Logarithm Problem and Elliptic Curves.- SMOTE-ENN Based Data Sampling and Improved Dynamic Ensemble Selection for Imbalanced Medical Data Classification.- Evaluation of Several Artificial Intelligence and Machine Learning Algorithms for Image Classification on Small Datasets.- Yemeni Paper Currency Recognition System Using Deep Learning Approach.- Tuning Hyper-Parameters of Machine Learning Methods for Improving the Detection of Hate Speech.- Performance Comparison of Machine Learning Techniques in Identifying Dementia from Open Access Clinical Datasets.- Clustering Analysis to Improve Web Search Ranking Using PCA and RMSE.- A Parallel Global TFIDF Feature Selection using Hadoop for Big Data Text Classification.

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Details

  • ISBN-13: 9789811560477
  • ISBN-10: 9811560471
  • Publisher: Springer
  • Publish Date: October 2020
  • Dimensions: 9.21 x 6.14 x 1.36 inches
  • Shipping Weight: 2.06 pounds
  • Page Count: 657

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