Machine Learning topics for presentation

By: Prof. Dr. Fazal Rehman | Last updated: February 3, 2024

Presentation topics related to Machine Learning

1. Elucidating the Physicochemical Basis of the Glass Transition Temperature in Linear Polyurethane Elastomers with Machine Learning 2. Securing Machine Learning in the Cloud: A Systematic Review of Cloud Machine Learning Security 3. Toward designing highly conductive polymer electrolytes by machine learning assisted coarse-grained molecular dynamics 4. A time series analysis-based stock price prediction using machine learning and deep learning models 5. IoT and machine learning approaches for automation of farm irrigation system 6. [CITATION][C] Machine learning refined: foundations, algorithms, and applications 7. Machine learning for suicide risk prediction in children and adolescents with electronic health records 8. Evaluating the bond strength of FRP in concrete samples using machine learning methods 9. Passive and active phase change materials integrated building energy systems with advanced machine-learning based climate-adaptive designs, intelligent … 10. Personalized prognostic prediction of treatment outcome for depressed patients in a naturalistic psychiatric hospital setting: A comparison of machine learning … 11. Towards understanding and prediction of atmospheric corrosion of an Fe/Cu corrosion sensor via machine learning 12. Machine learning-based prediction of crystal systems and space groups from inorganic materials compositions 13. Value of fuzzy logic for data mining and machine learning: A case study 14. Explore spatio-temporal PM2. 5 features in northern Taiwan using machine learning techniques 15. Coarse-scale PDEs from fine-scale observations via machine learning 16. Integrating machine learning techniques and physiology based heart rate features for antepartum fetal monitoring 17. Benchmark AFLOW data sets for machine learning 18. Stochastic assessment of aerodynamics within offshore wind farms based on machine-learning 19. Machine learning-based prediction for compressive and flexural strengths of steel fiber-reinforced concrete 20. A machine learning approach to customer needs analysis for product ecosystems 21. Privacy preserving distributed machine learning with federated learning 22. A machine learning approach to circumventing the curse of dimensionality in discontinuous time series machine data 23. Smart approach for real-time gender prediction of European school’s principal using machine learning 24. A Meta-Analysis of Machine Learning-Based Science Assessments: Factors Impacting Machine-Human Score Agreements 25. Prediction of seasonal urban thermal field variance index using machine learning algorithms in Cumilla, Bangladesh 26. Iktishaf: A big data road-traffic event detection tool using Twitter and spark machine learning 27. Autotuning of Double-Dot Devices In Situ with Machine Learning 28. Machine learning-enabled LOS/NLOS identification for MIMO systems in dynamic environments 29. Analysis of machine learning-based assessment for elbow spasticity using inertial sensors 30. Ethical limitations of algorithmic fairness solutions in health care machine learning 31. Mapping soil pollution by using drone image recognition and machine learning at an arsenic-contaminated agricultural field 32. Electrochemical and optical detection and machine learning applied to images of genosensors for diagnosis of prostate cancer with the biomarker PCA3 33. Forecasting risk gene discovery in autism with machine learning and genome-scale data 34. The battle for ethical AI at the world’s biggest machine-learning conference. 35. Automatic classification of single-molecule charge transport data with an unsupervised machine-learning algorithm 36. Healthcare pathway discovery and probabilistic machine learning 37. Exploring the long-term changes in the Madden Julian Oscillation using machine learning 38. Hybrid machine learning model of extreme learning machine radial basis function for breast cancer detection and diagnosis; a multilayer fuzzy expert system 39. Combining Machine Learning Potential and Structure Prediction for Accelerated Materials Design and Discovery 40. Causal inference and counterfactual prediction in machine learning for actionable healthcare 41. Transfer learning without knowing: Reprogramming black-box machine learning models with scarce data and limited resources 42. Accuracy of different machine learning algorithms and added-value of predicting aggregated-level energy performance of commercial buildings 43. Constraining the primordial black hole scenario with Bayesian inference and machine learning: the GWTC-2 gravitational wave catalog 44. Analyzing data granularity levels for insider threat detection using machine learning 45. Learning Machine Learning with Personal Data Helps Stakeholders Ground Advocacy Arguments in Model Mechanics 46. Machine learning-based optimal design of a phase change material integrated renewable system with on-site PV, radiative cooling and hybrid ventilations—study of … 47. Data-driven machine-learning-based seismic failure mode identification of reinforced concrete shear walls 48. Predicting postmortem interval based on microbial community sequences and machine learning algorithms 49. Making the right business decision: Forecasting the binary NPD strategy in Chinese automotive industry with machine learning methods 50. fastMRI: A publicly available raw k-space and DICOM dataset of knee images for accelerated MR image reconstruction using machine learning 51. Objectively determining states of the solar wind using machine learning 52. An ultra-compact particle size analyser using a CMOS image sensor and machine learning 53. Grounded reality meets machine learning: A deep-narrative analysis framework for energy policy research 54. Machine learning for predicting epileptic seizures using eeg signals: A review 55. Machine-learning-based multiple abnormality prediction with large-scale chest computed tomography volumes 56. Adversarial machine learning applied to intrusion and malware scenarios: a systematic review 57. Waste management system using iot-based machine learning in university 58. Super ensemble learning for daily streamflow forecasting: Large-scale demonstration and comparison with multiple machine learning algorithms 59. Reduced‐dimensional Gaussian process machine learning for groundwater allocation planning using swarm theory 60. Machine learning enhances prediction of illness course: A longitudinal study in eating disorders 61. Predicting doped Fe-based superconductor critical temperature from structural and topological parameters using machine learning 62. Machine learning based prediction model for thermal conductivity of concrete 63. Identifying novel factors associated with COVID-19 transmission and fatality using the machine learning approach 64. Physics-guided machine learning for scientific discovery: An application in simulating lake temperature profiles 65. Pressure drops of fresh cemented paste backfills through coupled test loop experiments and machine learning techniques 66. An Effective Optimization Method for Machine Learning Based on ADAM 67. Multiomics and Machine Learning Accurately Predict Clinical Response to Adalimumab and Etanercept Therapy in Patients With Rheumatoid Arthritis 68. Holistic Prediction of the pKa in Diverse Solvents Based on a Machine‐Learning Approach 69. Machine learning of single-cell transcriptome highly identifies mRNA signature by comparing F-Score selection with DGE analysis 70. Machine learning-based gully erosion susceptibility mapping: A case study of Eastern India 71. Gap‐filling approaches for eddy covariance methane fluxes: A comparison of three machine learning algorithms and a traditional method with principal component … 72. Comparison of supervised machine learning classification techniques in prediction of locoregional recurrences in early oral tongue cancer 73. Developing intelligent algorithm as a machine learning overview over the big data generated by Euler–Euler method to simulate bubble column reactor … 74. Exergy-based optimisation of a phase change materials integrated hybrid renewable system for active cooling applications using supervised machine learning … 75. Application of machine learning to accidents detection at directional drilling 76. River water quality index prediction and uncertainty analysis: A comparative study of machine learning models 77. Exploring impact of age and gender on sentiment analysis using machine learning 78. Supervised machine learning for source allocation of per-and polyfluoroalkyl substances (PFAS) in environmental samples 79. Machine learning applied to electrified vehicle battery state of charge and state of health estimation: State-of-the-art 80. Learning analytics on structured and unstructured heterogeneous data sources: Perspectives from procrastination, help-seeking, and Machine-Learning defined … 81. Machine learning model for fast prediction of the natural frequencies of protein molecules 82. A machine learning approach to estimate hip and knee joint loading using a mobile phone-embedded IMU 83. Early lung cancer diagnostic biomarker discovery by machine learning methods 84. Shop floor simulation optimization using machine learning to improve parallel metaheuristics 85. A rigorous and robust quantum speed-up in supervised machine learning 86. Lifelong machine learning with deep streaming linear discriminant analysis 87. Flash-flood susceptibility assessment using multi-criteria decision making and machine learning supported by remote sensing and gis techniques 88. Optimizing machine learning workloads in collaborative environments 89. Multivariate features extraction and effective decision making using machine learning approaches 90. Assessment of vector-host-pathogen relationships using data mining and machine learning 91. Analytical gradients for molecular-orbital-based machine learning 92. Machine learning based diagnosis of diseases using the unfolded EEG spectra: towards an intelligent software sensor 93. Improving the background of gravitational-wave searches for core collapse supernovae: A machine learning approach 94. … of SOx–NOx emission from a coal-fired CFB power plant with machine learning: Plant data learned by deep neural network and least square support vector machine 95. Dynamic and explainable machine learning prediction of mortality in patients in the intensive care unit: a retrospective study of high-frequency data in … 96. A machine learning model reveals older age and delayed hospitalization as predictors of mortality in patients with COVID-19 97. Machine learning holography for measuring 3D particle distribution 98. Detecting Antisocial Personality Disorder Using a Novel Machine Learning Algorithm Based on Electroencephalographic Data. 99. Comparison of machine learning methods for citrus greening detection on UAV multispectral images 100. Finding distinctions between oral cancer and periodontitis using saliva metabolites and machine learning 101. A proof of concept study for machine learning application to stenosis detection 102. Predicting cognitive behavioral therapy outcome in the outpatient sector based on clinical routine data: a machine learning approach 103. DRFS: detecting risk factor of stroke disease from social media using machine learning techniques 104. Integration of shared-pathogen networks and machine learning reveals the key aspects of zoonoses and predicts mammalian reservoirs 105. Emotion detection in roman urdu text using machine learning 106. Enhancing a machine learning binarization framework by perturbation operators: analysis on the multidimensional knapsack problem 107. Predicting Intensive Care Unit admission among patients presenting to the emergency department using machine learning and natural language processing 108. Machine learning dielectric screening for the simulation of excited state properties of molecules and materials 109. Comparison of different machine learning methods for debris flow susceptibility mapping: A case study in the Sichuan Province, China 110. Topology-Based Machine Learning Strategy for Cluster Structure Prediction 111. Classifying post-traumatic stress disorder using the magnetoencephalographic connectome and machine learning 112. Phenomapping of patients with heart failure with preserved ejection fraction using machine learning‐based unsupervised cluster analysis 113. Long-term rainfall prediction using atmospheric synoptic patterns in semi-arid climates with statistical and machine learning methods 114. Mapping PTSD symptoms to brain networks: a machine learning study 115. Improving urban water security through pipe-break prediction models: Machine learning or survival analysis 116. CRISPRpred (SEQ): a sequence-based method for sgRNA on target activity prediction using traditional machine learning 117. RNAPosers: Machine Learning Classifiers for Ribonucleic Acid–Ligand Poses 118. Machine Learning Enables Rapid Screening of Reactive Fly Ashes Based on Their Network Topology 119. Land suitability assessment and agricultural production sustainability using machine learning models 120. Machine-learning based error prediction approach for coarse-grid Computational Fluid Dynamics (CG-CFD) 121. Improving unmanned aerial vehicle remote sensing-based rice nitrogen nutrition index prediction with machine learning 122. A peripheral inflammatory signature discriminates bipolar from unipolar depression: A machine learning approach 123. Second-order optimization for non-convex machine learning: An empirical study 124. Association of Clinician Diagnostic Performance With Machine Learning–Based Decision Support Systems: A Systematic Review 125. Polygenic risk scores outperform machine learning methods in predicting coronary artery disease status 126. Predicting lncRNA-protein interactions by machine learning methods: a review 127. Detection of COVID-19 infection from routine blood exams with machine learning: a feasibility study 128. Artificial intelligence and machine learning in cardiovascular health care 129. A Review of Android Malware Detection Approaches Based on Machine Learning 130. Double-step machine learning based procedure for HFOs detection and classification 131. Risk prediction of delirium in hospitalized patients using machine learning: An implementation and prospective evaluation study 132. Electroencephalography-Derived Prognosis of Functional Recovery in Acute Stroke Through Machine Learning Approaches. 133. Detecting money laundering transactions with machine learning 134. Machine learning and artificial intelligence research for patient benefit: 20 critical questions on transparency, replicability, ethics, and effectiveness 135. Study on evolution methods for the optimization of machine learning models based on FT-NIR spectroscopy 136. Secure and resilient demand side management engine using machine learning for IoT-enabled smart grid 137. On testing machine learning programs 138. Permeability prediction and diagenesis in tight carbonates using machine learning techniques 139. Applying machine learning techniques for caching in edge networks: A comprehensive survey 140. Multifidelity Statistical Machine Learning for Molecular Crystal Structure Prediction 141. A combined strategy of feature selection and machine learning to identify predictors of prediabetes 142. An on-the-fly approach to construct generalized energy-based fragmentation machine learning force fields of complex systems  

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