2019-2020 Machine Learning Based Projects

Leading and practical academic project training


PROJECT TITLE TECHNOLOGY
1. Object Detection Method Based on Aerial Image Instance Segmentation by Unmanned Aerial System in the Framework of Decision Making System ML/AI
2. Evaluation of a Dual Convolutional Neural Network Architecture for Object-wise Anomaly Detection in Cluttered X-ray Security Imagery ML/AI
3. Bacteria Classification using Image Processing and Deep learning ML/AI
4. FINE-GRAINED CLASSIFICATION OF ENDOSCOPIC TYMPANIC MEMBRANE IMAGES ML/AI
5. GEOSPATIAL OBJECT DETECTION IN REMOTE SENSING IMAGES BASED ON MULTI-SCALE CONVOLUTIONAL NEURAL NETWORKS ML/AI
6. An improved Human-Object interaction detection Network ML/AI
7. Object Detection and Gesture Control of Four-Wheel Mobile Robot ML/AI
8. Malicious URL Detection using Deep Learning ML/AI
9. Marine Target Detection Based on Improved Faster R-CNN for Navigation Radar PPI Images ML/AI
10.An Efficient Mask Generation Method for Moving Object Detection in Atmospheric Imaging ML/AI
11.Improving Lives of Indebted Farmers Using Deep Learning: Predicting Agricultural Produce Prices Using Convolutional Neural Networks ML/AI
12.YOLO-based Threat Object Detection in X-ray Images ML/AI
13.An Observation of Vision Based Underwater Object Detection and Tracking ML/AI
14.A Befitting Image Data Crawling and Annotating System with CNN based Transfer Learning. ML/AI
15.A Deep Transfer Learning Approach for Seizure detection using RGB features of Epileptic Electroencephalogram Signals. ML/AI
16.A Machine Learning Model for Detecting Respiratory Problems using Voice Recognition. ML/AI
17.A Novel Positive Transfer Learning Approach for Telemonitoring of Parkinson’s Disease. ML/AI
18.A Survey of Recommender System Feedback Techniques, Comparison and Evaluation Metrics. ML/AI
19.A Survey of Sentiment Analysis techniques ML/AI
20.A Survey on Trajectory Data Mining: Techniques and Applications. ML/AI
21. A TRANSFER LEARNING METHOD OF SHIP IDENTIFICATION BASED ON WEIGHTED HOG FEATURES. ML/AI
22. A Very Deep Transfer Learning Model for Vehicle Damage Detection and Localization. ML/AI
23. Abnormal Gait Detection by Classifying inertial sensor data using Transfer Learning. ML/AI
24. AN INTRODUCTION AND REVIEW ON MACHINE LEARNING APPLICATIONS IN MEDICINE AND HEALTHCARE. ML/AI
25. Analysis of Learning Approaches for Machine Translation Systems. ML/AI
26. Automated brain image classification based on VGG-16 and transfer learning. ML/AI
27. Automated Machine Learning: The New Wave of Machine Learning. ML/AI
28. Automatic Humour Detection in Tweets using Soft Computing Paradigms. ML/AI
29. Breakthrough Conventional Based Approach for Dog Breed Classification Using CNN with Transfer Learning. ML/AI
30. Building Search Engine Using Machine Learning Technique. ML/AI
31. Cinnamomum Camphora Classification Based on Leaf Image Using Transfer Learning. ML/AI
32. Classification of Fabric Defects Based on Deep Adaptive Transfer Learning. ML/AI
33. Classification of sports videos with combination of deep learning models and transfer learning. ML/AI
34. Classification of Subcellular Protein Patterns in Human Cells with Transfer Learning. ML/AI
35. Classifying Phishing Email Using Machine Learning and Deep Learning. ML/AI
36. COMPARISON OF MACHINE LEARNING APPROACH IN SMART WEARABLES. ML/AI
37. Comparison of Various Machine Learning Techniques and Its Uses in Different Fields. ML/AI
38. Comparison Study on Artificial Neural Network and Online Sequential Extreme Learning Machine in Regression Problem. ML/AI
39. Counteracting Electrode Shifts in Upper-Limb Prosthesis Control via Transfer Learning. ML/AI
40. Current Trends on Deep Learning Models for Brain Tumor Segmentation and Detection – A Review. ML/AI
41. Deep Convolutional Neural Networks for plane identification on Satellite imagery by exploiting transfer learning with a different optimizer. ML/AI
42. Deep Learning for Natural Language Parsing. ML/AI
43. Design of Morse Message Transmission Control Algorithm Based on Machine Learning. ML/AI
44. Detection of Pediatric Pneumonia from Chest X-Ray Images using CNN and Transfer Learning. ML/AI
45. An Observation of Vision Based Underwater Object Detection and Tracking ML/AI
46. Detection of Rheumatoid Arthritis Using Machine Learning. ML/AI
47. Doğal Dil İşleme Yöntemleri Kullanarak E-Maillerin Sınıflandırılması E-Mail Classification Using Natural Language Processing. ML/AI
48. EEG-Based Identification of Latent Emotional Disorder Using the Machine Learning Approach. ML/AI
49. Emotions and the Structure of the Language. ML/AI
50. Feature-Representation Transfer Learning for Human Activity Recognition. ML/AI
51. Fraud Detection using Machine Learning and Deep Learning. ML/AI
52. Fundamental Directivity Limitations of Dense Array Antennas: A Numerical Study Using Hannan’s Embedded Element Efficiency. ML/AI
53. Gesture recognition based on transfer learning. ML/AI
54. Heart Disease Detection Using Machine Learning Majority Voting Ensemble Method. ML/AI
55. IDENTIFYING THE PREDICTIVE CAPABILITY OF MACHINE LEARNING CLASSIFIERS FOR DESIGNING HEART DISEASE DETECTION SYSTEM. ML/AI
56. Image Classification Based on transfer Learning of Convolutional neural network. ML/AI
57. Image-Based Plant Disease Detection: A Comparison of Deep Learning and Classical Machine Learning Algorithms. ML/AI
58. Indian Food Image Classification with Transfer Learning. ML/AI
59. Interpretable Machine Learning in Healthcare through Generalized Additive Model with Pairwise Interactions (GA2M): Predicting Severe Retinopathy of Prematurity. ML/AI
60. Location prediction on Twitter using machine learning Techniques. ML/AI
61. Lung and Pancreatic Tumor Characterization in the Deep Learning Era: Novel Supervised and Unsupervised Learning Approaches. ML/AI
62. MACHINE LEARNING BASED INTRUSION DETECTION SYSTEM. ML/AI
63. Machine Learning based Rainfall Prediction. ML/AI
64. Machine learning based sensitivity analysis for the applications in the prediction and detection of cancer disease. ML/AI
65. Machine Learning Based Sleep-Status Discrimination Using a Motion Sensing Mattress. ML/AI
66. Machine Learning on Biomedical Images: Interactive Learning, Transfer Learning, Class Imbalance, and Beyond. ML/AI
67. Machine Learning Scheme for Geometrically-shaped Constellation Classification utilizing Support Vector Machine in Multi-access Internet of Vehicle Lighting. ML/AI
68. MLtool: A Tool to Automate the Construction, Evaluation, and Selection of Machine Learning Models. ML/AI
69. MULTI-CLASS CREVASSE DETECTION USING GROUND PENETRATING RADAR AND FEATURE-BASED MACHINE LEARNING. ML/AI
70. Multiple Classification of Flower Images Using Transfer Learning. ML/AI
71. Neural-Based Machine Translation System Outperforming Statistical Phrase-Based Machine Translation for Low-Resource Languages. ML/AI
72. Outlier Detection in Sensor Data using Machine Learning Techniques for IoT Framework and Wireless Sensor Networks: A Brief Study. ML/AI
73. Physiological-Based Smart Stress Detector using Machine Learning Algorithms. ML/AI
74. Prediction of Abnormal Plasma Discharge through Machine Learning. ML/AI
75. Preliminary assessment for the development of CADe system for brain tumor in MRI images utilizing transfer learning in Xception model. ML/AI
76. Q-TRANSFER: A Novel Framework for Efficient Deep Transfer Learning in Networking. ML/AI
77. Recommender System for e-Learning based on Personal Learning Style. ML/AI
78. Recommender System Providing Recommendations for Unidentified Users of a Commerial Website. ML/AI
79. SAR SHIP DETECTION BASED ON RESNET AND TRANSFER LEARNING. ML/AI
80. SECOND LANGUAGE TRANSFER LEARNING IN HUMANS AND MACHINES USING IMAGE SUPERVISION ML/AI
81. Sensor-specific Transfer Learning for Hyperspectral Image Processing. ML/AI
82. Sentiment Analysis in A Cross-Media Analysis Framework. ML/AI
83. Sentiment Analysis of Yelp Reviews by Machine Learning. ML/AI
84. Sentiment Analysis Using Naive Bayes Algorithm Of The Data Crawler : Twitter. ML/AI
85. Sentiment Classification using N-gram IDF and Automated Machine Learning. ML/AI
86. SMART HOME BASED PREDICTION OF SYMPTOMS OF ALZHEIMER’S DISEASE USING MACHINE LEARNING AND CONTEXTUAL APPROACH. ML/AI
87. Stock Market Analysis using Supervised Machine Learning. ML/AI
88. Study on Machine Learning Techniques In Financial Markets. ML/AI
89. Supervised Learning Algorithm: SVM with Advanced Kernel to classify Lower Back Pain. ML/AI
90. Supervised Machine Learning Algorithms for Credit Card Fraud Detection: A Comparison. ML/AI
91. Textual Question Answering for Semantic Parsing in Natural Language Processing. ML/AI
92. Towards Automated Translating Natural Language Sentences into Intensional Constructions. ML/AI
93. Traffic Prediction for Intelligent Transportation System using Machine Learning. ML/AI
94. Transfer Learning based GDP Prediction from Uncertain Carbon Emission Data. ML/AI
95. Transfer Learning Based Method for Two-Step Skin Cancer Images Classification. ML/AI
96. TRANSFER LEARNING FOR CHANGES DETECTION IN OPTICAL REMOTE SENSING IMAGERY. ML/AI
97. Transfer Learning with ResNet-50 for Malaria Cell-Image Classification. ML/AI
98. Using Machine Learning to Classify Test Outcomes. ML/AI
99. Using Siamese Networks with Transfer Learning for Face Recognition on Small-Samples Datasets. ML/AI
100. Virtual Reality Therapy and Machine Learning Techniques in Drug Addiction. ML/AI
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