LEADER 03832nam 22006375 450 001 9910863120003321 005 20240619145040.0 010 $a981-15-6048-X 024 7 $a10.1007/978-981-15-6048-4 035 $a(CKB)4100000011513690 035 $a(MiAaPQ)EBC6381336 035 $a(DE-He213)978-981-15-6048-4 035 $a(PPN)258088532 035 $a(EXLCZ)994100000011513690 100 $a20201019d2021 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAdvances on Smart and Soft Computing $eProceedings of ICACIn 2020 /$fedited by Faisal Saeed, Tawfik Al-Hadhrami, Fathey Mohammed, Errais Mohammed 205 $a1st ed. 2021. 210 $cSpringer Singapore$d2021 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2021. 215 $a1 online resource (XXI, 657 p. 260 illus., 207 illus. in color.) 225 1 $aAdvances in Intelligent Systems and Computing,$x2194-5365 ;$v1188 300 $aIncludes index. 311 $a981-15-6047-1 327 $aOptimization 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. 330 $aThis book gathers high-quality papers presented at the First International Conference of Advanced Computing and Informatics (ICACIn 2020), held in Casablanca, Morocco, on April 12?13, 2020. It covers a range of topics, including artificial intelligence technologies and applications, big data analytics, smart computing, smart cities, Internet of things (IoT), data communication, cloud computing, machine learning algorithms, data stream management and analytics, deep learning, data mining applications, information retrieval, cloud computing platforms, parallel processing, natural language processing, predictive analytics, knowledge management approaches, information security, security in IoT, big data and cloud computing, high-performance computing and computational informatics. 410 0$aAdvances in Intelligent Systems and Computing,$x2194-5365 ;$v1188 606 $aComputational intelligence 606 $aBig data 606 $aArtificial intelligence 606 $aTelecommunication 606 $aComputational Intelligence 606 $aBig Data 606 $aArtificial Intelligence 606 $aCommunications Engineering, Networks 615 0$aComputational intelligence. 615 0$aBig data. 615 0$aArtificial intelligence. 615 0$aTelecommunication. 615 14$aComputational Intelligence. 615 24$aBig Data. 615 24$aArtificial Intelligence. 615 24$aCommunications Engineering, Networks. 676 $a004 702 $aSaeed$b Faisal 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910863120003321 996 $aAdvances on smart and soft computing$92848230 997 $aUNINA