MACHINE LEARNING – PYTHON



1. Diagnosis of Cardiovascular Disorder by CT Images using Machine Learning Technique
2. Explaining Graph Neural Networks With Topology-Aware Node Selection: Application in Air Quality Inference
3. Future Prediction of COVID-19 Based on Supervised Machine Learning Models
4. Machine Learning Based Preemptive Diagnosis of Lung Cancer Using Clinical Data
5. An Event-Based Framework for Facilitating Real-Time Sentiment Analysis in Educational Contexts
6. Logical Mining Assisted Heart Disease Prediction Scheme in Association with Deep Learning Principles
7. Feature Extraction and Classification of Bone Tumor using CNN Classifier with KNN Classifier
8. Deep Learning-Based Glaucoma Detection with Cropped Optic Cup and Disc and Blood Vessel Segmentation
9. Prediction of Concentration of Air Pollution Using Deep and Machine Learning
10. Convolutional and Recurrent Neural Networks for Activity Recognition in Smart Environment
11. Automatic Liver Tumor Segmentation on Dynamic Contrast Enhanced MRI Using 4D Information: Deep Learning Model Based on 3D Convolution and Convolutional LSTM
12. Fake Reviews Detection using Support Vector Machine
13. A Smart, Efficient, and Reliable Parking Surveillance System with Edge Artificial Intelligence on IoT Devices
14. Stock Market Prediction using Machine Learning
15. The Improvement of Character Recognition on ANPR Algorithm using CNN Method with Batch Normalization
16. Prediction of Air Pollutant PM10 using Various SVM Models
17. Fake Logo Detection System
18. Lung Disease Detection of Diabetic Patients by DNN Approach Using CT Scan Images
19. A New CNN-Based Method for Multi-Directional Car License Plate Detection
20. An Efficient CNN Model to Detect Copy-Move Image Forgery
21. Comparative Analysis of Supervised Machine Learning Techniques for AQI Prediction
22. Distributed Machine Learning for Multiuser Mobile Edge Computing Systems
23. Stroke Risk Prediction with Hybrid Deep Transfer Learning Framework
24. Face Detection from Blurred Images based on Convolutional Neural Networks
25. Detection of Diabetic Severity through DNN Algorithm using Fundus Image
26. CNN Based Fundus Images Classification for Glaucoma Identification
27. Analysis of Breast Cancer using Machine Learning Methods
28. Autism Spectrum Disorder Detection Techniques
29. A Comparative Study of ConvoBiGRU and ConvoBiLSTM on Amazon Dataset
30. Based Health Monitoring Services
31. Plant Leaf Disease Detection using Convolutional Neural Network
32. Sentiment Analysis for Arabic Tweets on Covid-19 Using Computational Techniques
33. Implementation of Personality Detection and Accuracy Prediction for Identification of Fake and True News using Decision Tree and Random Forest Algorithms
34. Efficient Net with Optimal Wavelet Neural Network for DR Detection and Grading
35. Comparative Analysis of Forecasting Models for Air Quality Index Prediction
36. Federated Machine Learning for Detection of Skin Diseases and Enhancement of Internet of Medical Things (IoMT) Security
37. Machine Learning
38. Analysis of Customer Reviews and Predicting Future Release of Products using Machine Learning
39. Drone Detection System for Security Purpose in Airforce
40. Animal Detection in Wildlife System using InceptionV3 Model
41. Smart Vehicle Number Plate Scanning System using Optical Character Recognition Strategy
42. Brain Tumor Detection from MRI Images using Naive Classifier
43. Diagnosis of Cardiovascular Disorder by CT Images using Machine Learning
44. Fake Video Identification using Neural Networks
45. Crime Analysis and Prediction using Neural Networks
46. Medical Image Forgery Detection for Smart Healthcare
47. Drowsy Status Monitoring System based on Face Feature Analysis
48. Detection of Stress in IT Employees using Machine Learning Technique
49. Improved Sentimental Analysis to the Movie Reviews using Naive Bayes Classifier
50. Speech Emotion Recognition using Machine Learning
51. 2D-3D Facial Image Analysis for Identification of Facial Features Using Machine Learning Algorithms With Hyper-Parameter Optimization for Forensics Applications
52. 3D Point Cloud Semantic Segmentation System Based on Lightweight FPConv
53. 3D Reconstruction of Gastrointestinal Regions Using Single-View Methods
54. 3D Visualization of Pulmonary Vessel Based on Low-Cost Segmentation and Fast Reconstruction
55. A Boosting-Based Hybrid Feature Selection and Multi-Layer Stacked Ensemble Learning Model to Detect Phishing Websites
56. A BP Neural Network-Assisted Smart Decision Method for Education Quality
57. A CNN-Model to Classify Low-Grade and High-Grade Glioma From MRI Images
58. A CNN-OSELM Multi-Layer Fusion Network With Attention Mechanism for Fish Disease Recognition in Aquaculture
59. A Comprehensive Joint Learning System to Detect Skin Cancer
60. A Deep Ensemble Learning-Based CNN Architecture for Multiclass Retinal Fluid Segmentation in OCT Images
61. A Distracted Driving Detection Model Based on Driving Performance
62. A Guided Neural Network Approach to Predict Early Readmission of Diabetic Patients
63. A Lightweight and Multi-Stage Approach for Android Malware Detection Using Non-Invasive Machine Learning Techniques
64. A Lightweight Network Deployed on ARM Devices for Hand Gesture Recognition
65. A Machine Learning Approach Using Statistical Models for Early Detection of Cardiac Arrest in Newborn Babies in the Cardiac Intensive Care Unit
66. A Machine Learning Framework for Early-Stage Detection of Autism Spectrum Disorders
67. A Machine Learning-Sentiment Analysis on Monkeypox Outbreak: An Extensive Dataset to Show the Polarity of Public Opinion From Twitter Tweets
68. A Multilingual Spam Reviews Detection Based on Pre-Trained Word Embedding and Weighted Swarm Support Vector Machines
69. A Multi-Stage Machine Learning and Fuzzy Approach to Cyber-Hate Detection
70. A Nested Attention Guided UNet Architecture for White Matter Hyperintensity Segmentation
71. A Network Intrusion Detection System for Building Automation and Control Systems
72. A Novel Machine Learning Approach for Android Malware Detection Based on the Co-Existence of Features
73. A Novel Rumor Detection Method Based on Non-Consecutive Semantic Features and Comment Stance
74. A Novel Two-Stage Deep Learning Model for Network Intrusion Detection LSTM-AE
75. A Privacy-Preserving Learning Method for Analyzing HEV Drivers Driving Behaviors
76. A Quantitative Logarithmic Transformation-Based Intrusion Detection System
77. A Review of Methodologies for Fake News Analysis
78. A Review on Alzheimer’s Disease Through Analysis of MRI Images Using Deep Learning Techniques
79. A Signature Transform of Limit Order Book Data for Stock Price Prediction
80. A Stock Price Prediction Method Based on BiLSTM and Improved Transformer
81. A Swin Transformer-Based Approach for Motorcycle Helmet Detection
82. A Systematic Literature Review on Multimodal Machine Learning Applications: Challenges, Gaps and Future Directions
83. A Systematic Literature Review on Plant Disease Detection: Motivations, Classification Techniques, Datasets, Challenges and Future Trends
84. A Systematic Review on Federated Learning in Medical Image Analysis
85. A Text Mining and Statistical Approach for Assessment of Pedagogical Impact of Students Evaluation of Teaching and Learning Outcome in Education
86. A Transfer Learning Approach to Breast Cancer Classification in a Federated Learning Framework
87. A VAN-Based Multi-Scale Cross-Attention Mechanism for Skin Lesion Segmentation Network
88. Abnormality Detection in Chest X-Ray via Residual-Saliency From Normal Generation
89. Air Quality Index Forecasting via Genetic Algorithm-Based Improved Extreme Learning Machine
90. AMSeg: A Novel Adversarial Architecture Based Multi-Scale Fusion Framework for Thyroid Nodule Segmentation
91. An Attention-Based Convolutional Neural Network for Intrusion Detection Model
92. An Automated Chest X-Ray Image Analysis for Covid-19 and Pneumonia Diagnosis Using Deep Ensemble Strategy
93. An Efficient Transfer and Ensemble Learning Based Computer Aided Breast Abnormality Diagnosis System
94. An End-to-End Deep Learning Framework for Real-Time Denoising of Heart Sounds for Cardiac Disease Detection in Unseen Noise
95. An Improved Densenet Deep Neural Network Model for Tuberculosis Detection Using Chest X-Ray Images
96. Analysis of Facial Expressions to Estimate the Level of Engagement in Online Lectures
97. Application of X-Ray Imaging and Convolutional Neural Networks in the Prediction of Tomato Seed Viability
98. Automated Segmentation of Brain Tumor MRI Images Using Deep Learning
99. Automated Stroke Prediction Using Machine Learning: An Explainable and Exploratory Study With a Web Application for Early Intervention
100. Automatic Liver Cancer Detection Using Deep Convolution Neural Network
101. Biomedical Image Analysis for Colon and Lung Cancer Detection Using Tuna Swarm Algorithm With Deep Learning Model
102. BI-RADS-NET-V2: A Composite Multi-Task Neural Network for Computer-Aided Diagnosis of Breast Cancer in Ultrasound Images With Semantic and Quantitative Explanations
103. Bit-Plane and Correlation Spatial Attention Modules for Plant Disease Classification
104. Classification of Liver Fibrosis From Heterogeneous Ultrasound Image
105. Comparative Analysis of Intrusion Detection Systems and Machine Learning-Based Model Analysis Through Decision Tree
106. Computer Vision-Based Assessment of Autistic Children: Analyzing Interactions, Emotions, Human Pose and Life Skills
107. Constructing a Meta-Learner for Unsupervised Anomaly Detection
108. DeepSkin: A Deep Learning Approach for Skin Cancer Classification
109. EfficientNetB3-Adaptive Augmented Deep Learning (AADL) for Multi-Class Plant Disease Classification
110. EMED-UNet: An Efficient Multi-Encoder-Decoder Based UNet for Medical Image Segmentation
111. Exudate Regeneration for Automated Exudate Detection in Retinal Fundus Images
112. FieldPlant: A Dataset of Field Plant Images for Plant Disease Detection and Classification With Deep Learning
113. GARL-Net: Graph Based Adaptive Regularized Learning Deep Network for Breast Cancer Classification
114. Human Behavior Recognition Based on Multiscale Convolutional Neural Network
115. Identification of Emotions From Facial Gestures in a Teaching Environment With the Use of Machine Learning Techniques
116. Internet of Things and Deep Learning Enabled Diabetic Retinopathy Diagnosis Using Retinal Fundus Images
117. Loop Residual Attention Network for Automatic Segmentation of COVID-19 Chest X-Ray Images
118. Game Stats Forecast Based on Sports Data Using ML Algorithms
119. Cryptocurrency Price Prediction using Machine Learning
120. Lung Cancer Prediction using Machine Learning
121. Mental Stress Prediction using Machine Learning
122. Parkinson Disease Prediction using Machine Learning
123. Personality Prediction using Machine Learning
124. Intelligent Deep Learning Approach for Gauging Emotion from Political Tweets
125. A Hybrid Model for Recommendation System using Deep Learning and Collaborative Filtering
126. Hybrid Model for Stock Price Prediction using RBM and Logistic Regression
127. Network Threat Detection and Classification Based on Machine Learning on Cloud Computing
128. ChatBot using Machine Learning
129. Credit Card Fraud Detection using Machine Learning
130. Rainfall Prediction using Machine Learning
131. Crop Prediction using Machine Learning
132. Fake Account Prediction in Social Network using Machine Learning Algorithms
133. Fake Job Posting using Machine Learning
134. Fake News Detection using Machine Learning
135. Fault Detection using Convolutional Neural Network Classifier Algorithm
136. Heart Disease Prediction using Enhanced Decision Tree Classifier
137. Intrusion Detection using Machine Learning Technique
138. Iris Flower Species Identification Using Machine Learning Approach
139. Liver Disease Prediction using Machine Learning
140. Movie Recommendation System using Collaborative Filtering Algorithm
141. Underwater Prediction using Machine Learning
142. Detection of Virtual Private Network Traffic using Machine Learning
143. Fall Detection and Daily Living Activity Recognition using Machine Learning
144. AFNN-R: An Effective and Accurate Phishing Websites Detection using Optimal Feature Selection and Random Forest Classifier