Applications of Artificial Intelligence and Data Science: First Global Conference, AAIDS 2024, London, UK, April 35, 2024, Proceedings [Pehme köide]

.- Advanced Computing and Statistics


.- Towards Reserve Margin Correction via Outage Capacity Forecasting Using
Gramian Angular Field and Long Short-Term Memory (LSTM).
.- Comparison of Hyperspectral Image Reconstruction for Medical Images.
.- Kidney MRI Segmentation Using Deep Learning.
.- A Comparative Analysis of Ensemble Strategies for Enhanced
Machine Learning Results.
.- Neural Network -Based Robust Adaptive OutputFeedback Control for MIMO
Time-Varying Delay Systems.
.- Potato Leaf Disease Classification Using Resnet50ViT.
.- Indonesian Named Entity Recognition Model for Identifying Human Hobbies.
.- Comparative Analysis Between Time Series Feature Extraction with Sliding
Window and Data Framing Method for Energy Forecasting Using Artificial Neural
Network.
.- An Internet of Drone Things-Enabled Inspection Ecosystem for Smart Cities
and Society.
.- Enhancing Wireless Sensor Network Security Against Wormhole Attacks with
Twofish Encryption.


.-  Data Science


.- Classifying Depressed and Healthy Individuals Using Wearable Sensor Data:
A Comparative Analysis of Machine Learning and Deep Learning Approaches.
.- Detour: Understanding the Application of Artificial Intelligence
Based Models in Forecasting Safe Travel Routes.
.- An Approach to Compute the Adaptive Dynamic Diameter of Data Stream
Clusters.
.- XMR Net: A Deep Model for Vehicle Make and Model Recognition Using
Still-Images.
.- Semi-Automatic Tool to Assist Radiologist for Pneumothorax Detection and
Localization.
.- Parenthood Responsibility Mining Using Social Network Mining Approach.
.- Unleashing Machine Learning for Accurate Weather Forecasts.
.- BFL: Blockchain-Federated Learning for Privacy Preservation in Internet of
Underwater Things.
.- Exploring and Contrasting Machine Learning Classifiers for Citrus Plant
Disease Classification.
.- GloVe-LSTM: An Artificial Attention-Based Algorithm for Sentiment Analysis
of Pandemic Times for Enhanced Decision Support.


.- Hybrid AI Systems


.- .Breast DCE-MRI Registration Using Student Psychology-based Optimization
Algorithm with Centroid Opposition-Based Learning
.- Brain MRI Registration Using Fireworks Algorithm.
.- Quantifying Climate Change Effects on Standard Minimum and Maximum Average
Temperature Extremes in Bangladesh: A Machine Learning Regression Analysis
from past to Present.
.- Explainable Machine Learning Strategy to Discover Attributes Accountable
for ASD Detection.
.- Short-Term Water Demand Forecasting: A Comparative Study of Deep Learning
and Conventional Machine Learning Algorithms.
.- Improving Crop Yield Prediction Accuracy: A Hybrid Machine Learning
Approach.
.- PPIoDT: GSO-FL Based Privacy Preserving IoDT Guided Ocean-Wind Aware Ship
Trajectory Recommendation.
.- Multiple Linear Regression based Multipath Green Routing for Internet of
Vehicular Things in Smart Cities.
.- FemCrop: A Femtocell-Based Edge-Cloud Frame-Work for Crop Yield Prediction
Using Deep Learning.
.- Detection of ransomware attacks using federated learning based on the CNN
model.