The two-volume proceedings CCIS 1613 + 1614 constitute revised selected papers from the 6th International Conference on Advances in Computing and Data Sciences, ICACDS 2022, which was held in Kurnool, India in April 2022.
The total of 69 full papers presented in the proceedings was carefully reviewed and selected from 411 submissions. The papers focus on advances of next generation computing technologies in the areas of advanced computing and data sciences.
An Ensemble Feature Selection Framework for the Early Non-invasive
Prediction of Parkinsons Disease from Imbalanced Microarray Data.-
Optimization Enabled Neural Network forthe Rainfall Prediction in India.-
Application Initiated Data Session as a Service for High Reliable and Safe
Railway Communications.- Acute Lymphoblastic Leukemia Disease Detection Using
Image Processing and Machine Learning.- Analysis of COVID-19 Detection
Algorithms Based on Convolutional Neural Network Models Using Chest X-ray
Images.- Data Analysis Using NLP To Sense Human Emotions Through Chatbot.-
Medical cyber-physical systems enabled with permissioned blockchain.-
Multiclass Classification of Disease using CNN and SVM of Medical Imaging.-
Using KullBack-Liebler Divergence Based Meta-Learning Algorithm for Few-Shot
Skin Cancer Image Classification: Literature Review and a Conceptual
Framework.- WE-Net: An Ensemble Deep Learning model for Covid-19 Detection in
Chest X-ray Images using Segmentation and Classification.- Time to Response
Prediction for following up on Account Receivables in Healthcare Revenue
Cycle Management.- A Deep Learning Approach for Automated Detection and
Classification of Alzheimers Disease.- A Real-Time Driver assistance system
using Object Detection and Tracking.- Cyber Crime Prediction Using Machine
Learning.- Real-Time Image based Weapon Detection using YOLO Algorithms.-
Audio Recognition using Deep Learning for Edge Devices.- Comparative Analysis
on Joint Modeling of Emotion and Abuse Detection in Bangla language.-
Determining dengue outbreak using predictive models.- Subjective Examination
Evaluation Based on Spelling Correction and Detection Using Hamming Distance
Algorithm.- Automated Classification of Sleep Stages using Single-channel EEG
Signal: A Machine Learning-based method.- Tuning Proximal Policy Optimization
Algorithm in Maze Solving with ML-Agents.- Efficient Approach to Employee
Attrition Prediction by Handling Class Imbalance.- Password Generation based
on Song Lyrics and its Management.- Recognition of Handwritten Gujarati
Conjuncts using the Convolutional Neural Network Architectures: AlexNet,
GoogLeNet, Inception V3, and ResNet50.- Evolving Spiking Neural Network as a
Classifier: An Experimental Review.- Elements of TinyML on constrained
resource hardware.- A Meta-Heuristic based Clustering Mechanism for Wireless
Sensor Networks.- Univariate Time Series Forecasting of Indian Agriculture
Emissions.- A Novel Multimodal Fusion Technique For Text Based Hate Speech
Classification.- Detection of Breast Tumor in Mammograms using Single Shot
Detector Algorithm.- Monthly runoff prediction by hybrid CNN-LSTM model: A
case study.- Analysis of Malaria Incident Prediction for India.-
Meta-Learning for Few-shot Insect Pest Detection in Rice Crop.- Analysis and
Applications of Biogeography Based Optimization Techniques for Problem
Solving.- A Proposed Model for Precision Agriculture.
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