B.Tech Major Machine Learning Projects

MACHINE Learning

S.NoTitleAbstract/Pdf
1red_devil
2A Quick Review of Machine Learning Algorithms
3Use of Machine Learning in Detecting Network Security of Edge Computing System
4Android Malware Detection Using Genetic Algorithm based Optimized Feature Selection and Machine Learning
5Information Retrieval Ranking Using Machine Learning Techniques
6Comparison of Various Machine Learning Techniques and Its Uses in Different Fields
7Research on Network Traffic Identification based on Machine Learning and Deep Packet Inspection
8Sentiment Classification Using N-Gram Inverse Document Frequency and Automated Machine Learning
9Ship Extraction using Post CNN from High Resolution Optical Remotely Sensed Images
10Predicting Personality from Twitter
11Four Machine Learning Methods to Predict Academic Achievement of College Students: A Comparison Study
12Dynamic analysis of malware using artificial neural networks: Applying machine learning to identify malicious behavior based on parent process hirarchy
13Stock Market Analysis using Supervised Machine Learning
14Application Research of Machine Learning Method Based on Distributed Cluster in Information Retrieval
15Fake News Detection Using Machine Learning approaches: A systematic Review
16Predicting Diabetes in Healthy Population through Machine Learning
17A Review on Machine Learning Classification Techniques for Plant Disease Detection
18Performance Evaluation of Machine Learning Algorithms for Credit Card Fraud Detection
19Implementation of Deep Learning Algorithm with Perceptron using TenzorFlow Library
20Machine Learning Techniques Applied to Predict the Performance of Contact Centers Operators
21Diabetes Prediction Using Different Machine Learning Approaches
22Real-time machine learning for early detection of heart disease using big data approach
23Detecting Fake News using Machine Learning and Deep Learning Algorithms
24Static and Dynamic Malware Analysis Using Machine Learning
25Time-efficient offloading for machine learning tasks between embedded systems and fog nodes
26A Machine Learning Approach for Heart Rate Estimation from PPG Signal using Random Forest Regression Algorithm
27Recurrent Deep Divergence-based Clustering for Simultaneous Feature Learning and Clustering of Variable Length Time Series
28Neural-Response-Based Extreme Learning Machine for Image Classification
29Learning from Privacy Preserved Encrypted Data on Cloud Through Supervised and Unsupervised Machine Learning
30Plant Disease Classification Using SOFT COMPUTING Supervised Machine Learning
31Secure and Hassle-Free EVM Through Deep Learning Based Face Recognition
32Credit Risk Prediction Based on Machine Learning Methods
33Survey on Machine Learning and Deep Learning Algorithms used in Internet of Things (IoT) Healthcare
34Deep Online Sequential Extreme Learning Machines and its Application in Pneumonia Detection
35Performance Analysis of Machine Learning Algorithms on Self-Localization Systems
36Emotion Based Music Recommendation System
375G-Smart Diabetes: Towards Personalized Diabetes Diagnosis with Healthcare Big Data Clouds
38How Data-Driven Entrepreneur Analyzes Imperfect Information for Businness Opportunity Evaluation
39Hybrid Feature Selection Using Correlation Coefficient and Particle Swarm Optimization on Microarray Gene Expression Data
40Automatic Vacant Parking Places Management System Using Multicamera Vehicle Detection
41Noise Reduction in Web Data: A Learning Approach Based on Dynamic User Interests
42On scalabale and Robust Truth Discovery in Big Data Social Media Sensing Application
43Performance Comparison of Support Vector Machine, Random Forest, and Extreme Learning Machine for Intrusion Detection
44Solar Irradiance Forecasting Using Deep Recurrent Neural Networks
45Sentiment Analysis for the News Data Based on the social Media
46Understand Short Texts by Harvesting and Analyzing Semantic Knowledge
47Blockchain-Enabled Smart Contracts: Architecture, Applications, and Future Trends
48From Optimization-based Machine Learning to Interpretable Security Rules for Operation
49Prediction of Process Variation Effect for Ultrascaled GAA Vertical FET Devices Using a Machine Learning Approach
50Multimodal Machine Learning A Survey and Taxonomy
51Manifold A Model Agnostic Framework for Interpretation and Diagnosis of Machine Learning Models
52RuleMatrix Visualizing and Understanding Classifiers with Rules
53A Survey of Statistical Machine Learning Elements in Genetic Programming
54VIS4ML An Ontology for Visual Analytics Assisted Machine Learning
55A Novel Car Following Control Model Combining Machine Learning and Kinematics Models for Automated Vehicles
56Tunable VVC Frame Partitioning based on Lightweight Machine Learning
57Smartphone Transportation Mode Recognition Using a Hierarchical Machine Learning Classifier and Pooled Features From Time and Frequency Domains
58Machine Learning Inspired Sound based Amateur Drone Detection for Public Safety Applications
59Automatically Evaluating Balance A Machine Learning Approach
60Learn as you go with Megh Efficient Live Migration of Virtual Machines
61From Group Level Statistics to Single Subject Prediction Machine Learning Detection of Concussion in Retired Athletes
62Android HIV A Study of Repackaging Malware for Evading Machine-Learning Detection
63A 2.86-TOPS/W Current Mirror Cross-Bar-Based Machine-Learning and Physical Unclonable Function Engine For Internetof-Things Applications
64Intelligent Positioning Approach for High Speed Trains Based on Ant Colony Optimization and Machine Learning Algorithms
65Localized Small Cell Caching A Machine Learning Approach Based on Rating Data
66Chance-Constrained Outage Scheduling using a Machine Learning Proxy
67Severe Dengue Prognosis Using Human Genome Data and Machine Learning
68Using Machine Learning Techniques to Evaluate Multicore Soft Error Reliability
69Machine-Learning Attacks on PolyPUFs, OB-PUFs, RPUFs, LHS-PUFs, and PUF–FSMs
70Ensemble Machine Learning Based Wind Forecasting to Combine NWP Output with Weather Station Data
71Machine Learning Applied to Software Testing: A Systematic Mapping Study
72Bug Prediction of System CModels using Machine Learning
73Declarative Parameterizations of User-Defined Functions for Large-Scale Machine Learning and Optimization
74Improve Reputation Evaluation of Crowdsourcing Participants Using Multidimensional Index and Machine Learning Techniques
75A Machine Learning-Based Fast-Forward Solver for Ground Penetrating Radar With Application to Full-Waveform Inversion
76Real-Time Prediction for IC Aging Based on Machine Learning
77A Wafer Map Yield Prediction Based on Machine Learning for Productivity Enhancement
78Unsupervised Machine Learning Based Scalable Fusion for Active Perception
79Efficient Privacy-preserving Machine Learning in Hierarchical Distributed System
80Machine Learning based Trust Computational Model for IoT Services
81Image-to-Image Learning to Predict Traffic Speeds by Considering Area-Wide Spatio-Temporal Dependencies
82Data-driven Local Control Design for Active Distribution Grids using off-line Optimal Power Flow and Machine Learning Techniques
83Dynamic Autoselection and Autotuning of Machine Learning Models for Cloud Network Analytics
84Machine Learning for the Geosciences: Challenges and Opportunities
85Exploiting Machine Learning Against On-Chip Power Analysis Attacks: Tradeoffs and Design Considerations
86High-Voltage Circuit Breakers Technical State Patterns Recognition Based on Machine Learning Methods
87Efficient Privacy-Preserving Machine Learning for Blockchain Network
88Accuracy Investigation of a Neuromorphic Machine Learning System due to Electromagnetic Noises using PEEC Model
89Unsupervised Deep Learning of Compact Binary Descriptors
90An Adaptive CU Size Decision Algorithm for HEVC Intra Prediction based on Complexity Classification using Machine Learning
91Computational prediction of sigma-54 promoters in bacterial genomes by integrating motif finding and machine learning strategies
92Impulsive Noise Recovery and Elimination: A Sparse Machine Learning Based Approach
93Trajectory Design and Power Control for Multi-UAV Assisted Wireless Networks: A Machine Learning Approach
94SocInf: Membership Inference Attacks on Social Media Health Data With Machine Learning
95A Nonlinear Regression Application via Machine Learning Techniques for Geomagnetic Data Reconstruction Processing
96Curriculum Learning for Speech Emotion Recognition From Crowdsourced Labels
97Early Fault Detection of Machine Tools Based on Deep Learning and Dynamic Identification
98Cross-layer Optimization for High Speed Adders: A Pareto Driven Machine Learning Approach
99Explaining Vulnerabilities to Adversarial Machine Learning through Visual Analytics
100Machine Learning-Assisted Analysis of Polarimetric Scattering From Cylindrical Components of Vegetation
101Machine Learning-Based Routing and Wavelength Assignment in Software-Defined Optical Networks
102Machine Learning Based Error Detection in Transient Susceptibility Tests
103Machine Learning-based Error Detection and Design Optimization in Signal Integrity Applications
104Estimating Summertime Precipitation from Himawari-8 and Global Forecast System Based on Machine Learning
105Prediction of Digital Terrestrial Television Coverage Using Machine Learning Regression
106A Machine Learning Approach to Predict Human Judgments in Compensatory and Noncompensatory Judgment Tasks
107Predicting X-Sensitivity of Circuit-Inputs on Test-Coverage: A Machine-Learning Approach
108Assessment of carotid artery plaque components with machine learning classification using homodyned-K parametric maps and elastograms
109Using Machine Learning to Detect ‘Multiple-Account’ Cheating and Analyze the Influence of Student and Problem Features
110Design and Implementation of a Machine Learning based EEG Processor for Accurate Estimation of Depth of Anesthesia
111Power Efficiency of S-Boxes: From a Machine-Learning-Based Tool to a Deterministic Model
112Automatic Characterization of Exploitable Faults: A Machine Learning Approach
113Machine Learning, Markov Chain Monte Carlo and Optimal Algorithms to Characterize the AdvACT kilopixel Transition-Edge Sensor Arrays
114Neuro-Detect: A Machine Learning Based Fast and Accurate Seizure Detection System in the IoMT
115A Machine Learning Model for Average Fuel Consumption in Heavy Vehicles
116Genome-wide Analysis of MDR and XDR Tuberculosis from Belarus: Machine-learning Approach
117A Multimodal Assessment Framework for Integrating Student Writing and Drawing in Elementary Science Learning
118Exploration of Machine Learning Techniques in Emulating a Coupled Soil–Canopy–Atmosphere Radiative Transfer Model for Multi-Parameter Estimation From Satellite Observations
119Magnetocardiography based Ischemic Heart Disease Detection and Localization using Machine Learning Methods
120A Machine Learning-Enabled Spectrum Sensing Method for OFDM Systems
121Assessment of a Hardware-Implemented Machine Learning Technique Under Neutron Irradiation
122Online Diagnosis of Performance Variation in HPC Systems Using Machine Learning
123Comparison of radiomics models built through machine learning in a multicentric context with independent testing: identical data, similar algorithms, different methodologies
124Actuator Placement for Enhanced Grid Dynamic Performance: A Machine Learning Approach
125Scene Classification With Recurrent Attention of VHR Remote Sensing Images
126Active Machine Learning Approach for Crater Detection From Planetary Imagery and Digital Elevation Models
127Sentinel-2A Image Fusion Using a Machine Learning Approach
128Towards On-Demand Virtual Physical Therapist: Machine Learning-Based Patient Action Understanding, Assessment and Task Recommendation
129The What-If Tool: Interactive Probing of Machine Learning Models
130Self-Optimizing and Self-Programming Computing Systems: A Combined Compiler, Complex Networks, and Machine Learning Approach
131DCDE: An Efficient Deep Convolutional Divergence Encoding Method for Human Promoter Recognition
132Machine Learning Based Handovers for Sub-6 GHz and mmWave Integrated Vehicular Networks
133Machine Learning Inspired Codeword Selection for Dual Connectivity in 5G User-centric Ultra-dense Networks
134The search for BaTiO3-based piezoelectrics with large piezoelectric coefficient using machine learning
135Analysis of Security of Split Manufacturing Using Machine Learning
136Power Management for Multicore Processors via Heterogeneous Voltage Regulation and Machine Learning Enabled Adaptation
137Unsupervised Difference Representation Learning for Detecting Multiple Types of Changes in Multitemporal Remote Sensing Images
138ISMAEL: Using Machine Learning To Predict Acceptance of Virtual Clusters in Data Centers
139Motion quantification and automated correction in clinical RSOM

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