Pan-African Artificial Intelligence and Smart Systems: Second EAI International Conference, PAAISS 2022, Dakar, Senegal, November 2-4, 2022, Proceedings

ISBN-13: 9783031252709 / Angielski / Miękka / 2023 / 440 str.

Telex Magloire Ngatched Nkouatchah; Isaac Woungang; Jules-Raymond Tapamo

Opis

This book constitutes the refereed post-conference proceedings of the Second International Conference on Pan-African Intelligence and Smart Systems, PAAISS 2022, which was held in Dakar, Senegal, in November 2022.

The 27 revised full papers presented were carefully selected from 70 submissions. The theme of PAAISS 2022 was: ​IoT and Enabling Smart System Technologies, Special Topics of African Interest, Artificial Intelligence Theory and Methods, Artificial Intelligence Applications in Medicine, Remote sensing and AI in Agriculture, AI applications and Smart Systems technologies, Affective Computing, Intelligent Transportation systems.

Spis treści

​IoT and Enabling Smart System Technologies.- A certificate-based pairwise key establishment protocol for IoT resource-constrained devices.- Reinforcement Learning-Based Dynamic Path Allocation in IoT Systems.- Reduction of data transmission in an IoT wireless sensor network.- Special Topics of African Interest.- A Comparative Study of Regressors and Stacked Ensemble Model for Daily Temperature Forecasting: A case study of Senegal.- Exploring use of Machine Learning Regressors for daily rainfall prediction in the Sahel region: A case study of Matam, Senegal.- Artificial Intelligence Theory and Methods.- Dynamic pre-trained models layer selection using Filterweights Cosine Similarity.- Learning approximate invariance requires far fewer data.- Deep Matrix Factorization for Multi-View Clustering using Density-Based Preprocessing.- Application of Genetic Algorithm for Complexity Metrics-Based Classification of Ontologies with ELECTRE Tri.- Local Features Based Spectral Clustering for Defect Detection.- Artificial Intelligence Applications in Medicine.- Help in the early diagnosis of liver cirrhosis using a learning transfer method.- Automatic Detection of COVID-19 using Ensemble Transfer Learning based on Lung CT Scans.- Pancreas Instance Segmentation using Deep Learning Techniques.- Automating Sickle Cell Counting using Object detection Techniques.- Remote sensing and AI in Agriculture.- Quaternionic wavelets for estimating forest biomass By gradient boosting methods.- Detection and classification of underwater acoustic events.- Plant Diseases Detection and Classification using Deep Transfer Learning.- Light-weight Deep Learning Framework for Automated Remote Sensing Images Classification.- AI applications and Smart Systems technologies.- DeepMalOb: Deep detection of obfuscated Android malware.- Reconfigurable Intelligent Surfaces: Redefining the entirety of wireless communication systems in leaps and bounds.- A New Class of DC-free Run-Length Limited Codes.- Affective Computing.- Conversational Pattern Mining using Motif Detection.- Facial Expression Recognition with Manifold Learning and Graph Convolutional Network.- Speech Emotion Classification: A Survey of the State-of-the-Art.- Intelligent Transportation systems.- Forward Obstacle Detection by Unmanned Aerial Vehicles.- Multi-Agent Reinforcement Learning based Approach for Vehicle Routing Problem.- An on-site collaborative approach of road crash data collection.