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Data Analytics and Management [2021]

1
A Forecasting-Based DLP Approach for Data Security
1
CNN Based Feature Extraction for Visual Speech Recognition in Malayalam
1
Managing Data-Intensive Research Problem-Solving Lifecycle
2
Detection of Anterior Cruciate Ligament Tear Using Deep Learning and Machine Learning Techniques
2
Effective Rate of Minority Class Over-Sampling for Maximizing the Imbalanced Dataset Model Performance
2
Algebraic Models for Big Data and Knowledge Management
3
Malaria Cell Image Classification Using Convolutional Neural Networks (CNNs)
3
A Study on Image Analysis and Recognition Using Learning Methods: CNN as the Best Image Learner
3
A Cloud-Native Serverless Approach for Implementation of Batch Extract-Load Processes in Data Lakes
4
ANN Model for Forest Cover Classification
4
Automating Live Cricket Commentary Using Supervised Learning
4
Pragmatic Interoperability and Translation of Industrial Engineering Problems into Modelling and Simulation Solutions
5
An Approach to Detect Sarcasm in Tweets
5
Real-Time Object Detection and Distance Approximation
5
Analysis of the Semantic Distance of Words in the RuWordNet Thesaurus
6
A Trust-Based Approach to Extract Social Relationships for Recommendation
6
Spectral Efficiency Analysis of Massive MIMO
6
A Transformation of the RDF Mapping Language into a High-Level Data Analysis Language for Execution in a Distributed Computing Environment
7
A Green 6G Network Era: Architecture and Propitious Technologies
7
Recommendations for DDOS Threats Using Tableau
7
EMG and EEG Pattern Analysis for Monitoring Human Cognitive Activity during Emotional Stimulation
8
Onion Price Prediction for the Market of Kayamkulam
8
Sinkhole Attack Detection in Wireless Sensor Networks
8
Finding the TMS-Targeted Group of Fibers Reconstructed from Diffusion MRI Data
9
A Technical Review Report on Deep Learning Approach for Skin Cancer Detection and Segmentation
9
HPGAB3C: A Novel Hybridized Optimization Approach
9
Data for Binary Stars from Gaia DR2
10
A Secure Epidemic Routing Using Blockchain in Opportunistic Internet of Things
10
COVID-19 Identification on Chest X-rays with Deep Learning Technique
10
Classification Problem and Parameter Estimating of Gamma-Ray Bursts
11
Improved MAC Design-based Dynamic Duty Cycle for Vehicular Communications over M2M System
11
IoT-Cloud Enabled Statistical Analysis and Visualization of Air Pollution Data in India
11
Databases of Gamma-Ray Bursts’ Optical Observations
12
Ruggedizing LTE Security Using Hybridization of AES and RSA to Provide Double Layer Security
12
Dental Cavity Detection Using YOLO
12
Part of Speech and Gramset Tagging Algorithms for Unknown Words Based on Morphological Dictionaries of the Veps and Karelian Languages
13
Performance Evaluation of Merging Techniques for Handling Small Size Files in HDFS
13
Development of Data Set for Automatic News Telecast System for Deaf Using ISL Videos
13
Extrinsic Evaluation of Cross-Lingual Embeddings on the Patent Classification Task
14
Analysis, Visualization and Forecasting of COVID-19 Outbreak Using LSTM Model
14
A Comprehensive Survey on Content-Based Image Retrieval Using Machine Learning
14
An Approach to Extracting Ontology Concepts from Requirements
15
Virtual Machine Replication in the Cloud Computing System Using Fuzzy Inference System
15
Keyphrase Extraction from Twitter Data—A Supervised Deep Learning Approach
15
Data Driven Detection of Technological Trajectories
16
A Dimensional Representation of Depressive Text
16
Improving the Yield and Revenue of Indian Crop Production Using Data Engineering
16
Comparison of Cross-Lingual Similar Documents Retrieval Methods
17
Machine Learning Algorithms to Predict Potential Dropout in High School
17
Designing an LSTM and Genetic Algorithm-based Sentiment Analysis Model for COVID-19
18
Explaining Deep Learning-Based Classification of Textual Tweets
18
Machine Learning Techniques for Keystroke Dynamics
19
Effect of Quality of Existing Concrete Structures in Ajdabia Region, Libya
19
Detection of Denial-of-Service Attacks Using Stacked LSTM Networks
20
Machine Learning and Evolutionary Algorithms for the Diagnosis and Detection of Alzheimer’s Disease
20
Concept of Hybrid Models in Background Subtraction: A Review of Recent Trends
21
Comparison of Various Word Embeddings for Hate-Speech Detection
21
Artificial Neural Network Approach for Multimodal Biometric Authentication System
22
Malware Classification and Defence Against Adversarial Attacks
22
Multimodal Biometric Algorithm Using IRIS, Finger Vein, Finger Print with Hybrid GA, PSO for Authentication
23
A Novel Ensemble Machine Learning Model for Prediction of <italic>Zika Virus</italic> T-Cell Epitopes
23
Employing Real-Time Object Detection for Visually Impaired People
24
A Deep Learning Approach for Detection of SQL Injection Attacks Using Convolutional Neural Networks
24
DDoS Attacks Impact on Data Transfer in IOT-MANET-Based E-Healthcare for Tackling COVID-19
25
Machine Learning, Deep Learning and Image Processing for Healthcare: A Crux for Detection and Prediction of Disease
25
BER Performance Analysis of MMSE with ZF and ML Symbol Detection for Hard Decision MU-MIMO LTE on Rayleigh Fading Channel
26
Traffic Congestion Analysis and Occupancy Parameter in India
26
Dynamic Pricing-Based E-commerce Model for the Produce of Organic Farming in India: A Research Roadmap with Main Advertence to Vegetables
27
Deep Learning Techniques for Detection of Autism Spectrum Syndrome (ASS)
27
Performance Evaluation and Comparison Study of OFDM in AWGN and Colored Noise Environment
28
Performance Improvement Using Spline LS and MMSE DFT Channel Estimation Technique in MIMO OFDM Using Block-Type Pilot Structure
28
Test Suite Minimization Based upon CMIMX and ABC
29
Feature Selection for Bi-objective Stress Classification Using Emerging Swarm Intelligence Metaheuristic Techniques
29
Deep Learning Approach for Speech Emotion Recognition
30
Regulated Energy Harvesting Scheme for Self-Sustaining WSN in Precision Agriculture
30
Detection of Cache Pollution Attacks in a Secure Information-Centric Network
31
Empirical Analysis of Facial Expressions Based on Convolutional Neural Network Methods
31
Effects of Social Distancing on Spread of a Pandemic: Simulating Trends of COVID-19 in India
32
An Advanced Hybrid Algorithm for Real-World Optimization Problem
32
Implementation of EAODV-Based SON for Balanced Energy-Efficient Routing Using Tree for WSN
33
An Online Document Emoji-Based Classification Using Twitter Dataset
33
An Efficient Technique for Traffic Estimation Using Virtual Trip Lines in Probe Vehicles
34
Approaches to Optimize Memory Footprint for Elephant Flows
34
Automated Attendance Management Using Hybrid Approach in Image Processing
35
Statistical Significance of Wilson Amplitude Towards the Identification and Classification of Murmur from Phonocardiogram
35
Real-Time, YOLO-Based Intelligent Surveillance and Monitoring System Using Jetson TX2
36
Comparative Analysis on Machine Learning Methodologies for the Effective Usage of Medical WSNs
36
Optimized Resource Allocation Technique Using Self-balancing Fast MinMin Algorithm
37
Convolutional Neural Networks for Malaria Image Classification
37
Routing Protocol Based on NSGA-II for Social Opportunistic Networks
38
Identification of Characters (Digits) Through Customized Convolutional Neural Network
38
Connected Public Transportation System for Smart City
39
Breast Cancer Detection Using Image Processing and CNN Algorithm with K-Fold Cross-Validation
39
Fibroid Segmentation in Ultrasound Uterus Images Using Wavelet Filter and Active Contour Model
40
Pilot Decontamination Using Sector Base Method in Massive MIMO System
40
YOLOv3 Remote Sensing SAR Ship Image Detection
41
Applications of Deep Learning in Diabetic Retinopathy Detection and Classification: A Critical Review
41
Parametric Optimization of Improved Sensing Scheme in Multi-antenna Cognitive Radio Network over Erroneous Channel
42
A Study of Recommendation System on OTT Platform and Determining Similarity and Likeliness Among Users for Recommendation of Movies
42
Identification of Diabetic Retinopathy for Retinal Images Using Feed Forward Neural Network
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