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1. SOCIAL NETWORK MODELING, LINK PREDICTION, AND SENTIMENT IMPACT ANALYSIS

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5. EXPLORING REGIONAL VARIATION IN SPATIAL LANGUAGE: A CASE STUDY ON SPATIAL ORIENTATION BY USING VOLUNTEERED SPATIAL LANGUAGE DATA

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6. FEATURE SELECTION METHODS FOR SUPPORT VECTOR MACHINES FOR TWO OR MORE CLASSES, WITH APPLICATIONS TO THE ANALYSIS OF ALZHEIMER'S DISEASE AND ITS ONSET WITH MRI BRAIN IMAGE PROCESSING

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7. Machine Learning for Text Mining: Classification, Retrieval and Recommendation

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8. TOWARDS INFERRING BIOLOGICALLY INFORMATIVE PROTEIN-PROTEIN INTERACTIONS

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10. Situation Awareness and Adaptive Decision-Making in Autonomous Systems via Symbolic Learning

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11. An Investigation of Wavelet Features for Automated Biomedical Image Classification

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14. Novel Task Decomposition And Aggregation methods For Knowledge Discovery In Multi-agent systems

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16. Network Traffic Analysis: Anomaly Detection and Some Implications of Neutrality

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18. Exploiting user-generated data for knowledge discovery and recommendation

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19. Improved generative modeling approaches for semi-supervised and domain adaptive classifier learning from labels and constraints

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20. nonsmooth optimization with applications in network design and machine learning

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21. Estimation of direct normal irradiance with multi-pyranometer arrays and artificial neural networks

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23. Multidisciplinary Applications of U.S. Soils Datasets: Machine Learning Models, Data Mining, and Land Use Analyses

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24. THE EFFECT OF SPATIAL SEGMENTATION ON SAFETY PERFORMANCE FUNCTION MODELING

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25. RISK-ADJUSTED MONITORING, COST-EFFECTIVENESS, AND META-ANALYSIS FOR DATA-DRIVEN HEALTHCARE FOR TOTAL HIP ARTHROPLASTY

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26. Analytics-Driven Design of Multi-Phase Multi-Provider Appointment System for Patient Scheduling

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27. NETWORK ANALYTICS AND MACHINE LEARNING: APPLICATIONS TO ONLINE SOCIAL NETWORKS AND HEALTHCARE SYSTEMS

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28. An Architecture for Multimodal Information Extraction from Scholarly Documents

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29. Interpretable Statistical Learning

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30. INTEGRATION OF NUMERICAL AND MACHINE LEARNING PROTOCOLS FOR COUPLED RESERVOIR-WELLBORE MODELS: A STUDY FOR GAS LIFT OPTIMIZATION

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31. CONTINUING TO SEARCH FOR THE MISSING HERITABILITY USING BIOLOGICALLY-INSPIRED AND DATA-DRIVEN APPROACHES

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32. Characterizing the Limits and Defenses of Machine Learning in Adversarial Settings

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33. Computational Modeling of Compositional and Relational Data Using Optimal Transport and Probabilistic Models

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35. Predicting Stability of Modified Oxide Surfaces with Functional Atomic-Layers for Nano-engineered Catalysts through First Principles Calculations and Statistical Learning

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36. Coordinated Local Learning Algorithms for Continuously Adaptive Neural Systems

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37. Robust Video Frame Classification in Bronchoscopy

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38. Data Science in Scanning Probe Microscopy: Advanced Analytics and Machine Learning

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39. Forecasting Technical and Functional Obsolescence for Improved Business Processes

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40. Machine-Learning-Based Approaches for Learning Marketing Strategies

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41. Temporal and Structural Machine Learning from Transportation Data

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42. Maritime Navigation and Contact Avoidance through Reinforcement Learning

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44. Applying artificial intelligence to space communications networks: Cognitive real-time link layer adaptations through rapid orbit planning

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45. FAMILY AND YOUTH CAREER DEVELOPMENT: TOWARDS A BETTER UNDERSTANDING OF THE MECHANISMS

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46. Machine-learning-based functional connectivity analyses: challenges and opportunities

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48. Quantization and Adaptivity of Wavelet Scattering Networks for Classification Applications

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49. Leveraging Data-Science to Characterize Additively Manufactured Electromagnetic Components

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50. Chromatin loop detection via machine learning on genome-wide contact data

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