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Pan-African Artificial Intelligence and Smart Systems: Second EAI International Conference, PAAISS 2022, Dakar, Senegal, November 2-4, 2022, Proceedings 1st ed. 2023 [Mīkstie vāki]

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Pan-African Artificial Intelligence and Smart Systems: Second EAI International Conference, PAAISS 2022, Dakar, Senegal, November 2-4, 2022, Proceedings 1st ed. 2023Palielināt
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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.
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
Systemstechnologies.- 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.