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020 _a9783030933142
024 7 _a10.1007/978-3-030-93314-2
_2doi
040 _aES-MaUEC
_bspa
_cES-MaUEC
_dES-MaUEC
050 4 _aQ334
_b2022 EB
245 1 0 _aPan-African Artificial Intelligence and Smart Systems
_bFirst International Conference, PAAISS 2021, Windhoek, Namibia, September 6-8, 2021, Proceedings
_cedited by Telex Magloire N. Ngatched, Isaac Woungang.
250 _aFirst edition 2022
264 1 _aCham
_bSpringer International Publising
_c2022
300 _a1 recurso en línea (XI, 279 páginas)
_b120 ilustraciones, 94 ilustraciones a color
336 _atexto
_btxt
_2rdacontent
337 _aelectrónico
_bc
_2rdamedia
338 _arecurso electrónico
_bcr
_2rdacarrier
347 _aarchivo de texto
_bPDF
490 0 _aLecture Notes of the Institute for Computer Sciences Social Informatics and Telecommunications Engineering
_x1867-822X
_v405
505 0 _aDeep Learning -- A Critical Analysis of Deep Learning Architectures For Classifying Breast Cancer Using Histopathology Images -- Patch-based Convolutional Neural Network for Localized MRI Brain Segmentation -- Facial Recognition through Localized Siamese Convolutional Neural Networks -- Classification and Pattern Recognition 4 Face Recognition In Databases of images With Hidden Markov's Models -- Brain MRI Segmentation using Autoencoders -- Effective Feature Selection for Improved Prediction of Heart Disease -- Convolutional Neural Network Feature Extraction for EEG Signal Classification -- Contents 8 Race recognition using enhanced local binary pattern -- Detection and Classiffication of Coffee Plant Diseases by Image Processing and Machine Learning -- Plant Diseases Detection and Classification using Transfer Learning -- Neural Networks and Support Vector Machines -- Hybridised Loss Functions for Improved Neural Network Generalisation -- Diverging Hybrid and Deep Learning Models into Predicting Students' Performance in Smart Learning Environments -- Combining Multi-Layer Perceptron and Local Binary Patterns for Thermite Weld Defects Classiffcation -- An Elliptic Curve Biometric based User Authentication Protocol for Smart Homes using Smartphone -- Efficient Subchannel and Power Allocation in Multi-cell Indoor VLC Systems Sylvester -- Autonomic IoT: Towards Smart System Components with Cognitive IoT Justice -- Study of Customer Sentiment towards Smart Lockers Colette.
520 _aThis book constitutes the refereed post-conference proceedings of the First International Conference on Pan-African Intelligence and Smart Systems, PAAISS 2021, which was held in Windhoek, Namibia, in September 2021. The 17 revised full papers presented were carefully selected from 41 submissions. The theme of PAAISS 2021 was "Advancing AI research in Africa" and the papers are arranged according to subject areas: Deep Learning; Classification and Pattern Recognition; Neural Networks and Support Vector Machines; Smart Systems.
988 _aSpringer_Computer_2022
650 7 _2embne
_aInteligencia artificial
_vCongresos y asambleas
_zÁfrica
_9413115
700 1 _aNgatched, Telex Magloire N
_eeditor literario
_0(orcid)0000-0001-7646-9452
_1https://orcid.org/0000-0001-7646-9452
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aWoungang, Isaac
_eeditor literario
_0(orcid)0000-0003-2484-4649
_1https://orcid.org/0000-0003-2484-4649
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
776 0 8 _iPrinted edition:
_z9783030933135
776 0 8 _iPrinted edition:
_z9783030933159
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-030-93314-2
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942 _2lcc
_cLE
998 _b10/2022
_dz
_eIG
_zSI