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Works: | 157 works in 0 publications in 0 languages |
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Titles
Optimization of Geospatial Data Modelling for Crop Production by Integrating Proximal Soil Sensing and Remote Sensing Data.
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Diffusion-based Approaches to Visualization and Exploration of High-Dimensional Data.
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Natural Language Processing and Graph Representation Learning for Clinical Data.
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Multilingual Transfer Learning for Code-Switched Language and Speech Neural Modeling.
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Spillover of Local Economic Shocks Through Multi-Market Banks: Evidence from Trade Liberalization.
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Fault Prediction and Self-Healing Paradigm for Intelligent Hardware Systems.
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Towards Generalizable Machine Learning in Neuroscience using Graph Neural Networks.
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Machine Learning Based Simulation and Control Framework for Power Distribution Systems with Transactive Elements.
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A Multiscale Characterization of ERK Signaling in the Early Drosophila Embryo.
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Charting Cellular States, One Cell at a Time: Computational, Inferential and Modeling Perspectives.
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Analyzing and Improving Compositionality in Neural Language Models = = 分析和改善神经语言模型的组成性.
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Detecting Outliers for Improving the Quality of Incident Duration Prediction.
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Model-Based Learning to Augment Collaborative Filtering: Prediction and Evaluation.
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New Zero Modified Poisson Mixed Models: Their Properties and Applications.
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Fault Diagnosis for Wind Turbine Systems by Using Neural Network and Deep Learning Techniques.
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A Representation-Based Approach to Connect Regular Grammar and Deep Learning.
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Incorporating Social Information into an Autonomous Vehicle's Decision-Making Process and Control.
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Patterns and Consequences of Elite Politicization of the American Judiciary.
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Inferring Degree of Localization of Twitter Persons and Topics through Time, Language, and Location Features.
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Proteogenomics Tools and Their Applications in the Molecular Characterization of Cancer.
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Drivers of Root and Fungal Litter Decomposition: Implications for Soil Carbon Cycling.
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Bayesian Methods for Large Spatial Data Sets with Materials and Environmental Science Applications.
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Ecological and Evolutionary Drivers of Fish Community Diversity in Lake Tanganyika = = Facteurs ecologiques et evolutifs de la diversite des communautes de poissons du lac Tanganyika.
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Analysis of Flood Conditions in Mekong Delta in Vietnam, Based on Sentinel Data.
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Statistical Inference of Change Points and Its Applications in Neuroscience Research.
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Deep Learning Strategies for Critical Heat Flux Detection in Pool Boiling.
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Experimental Machine Learning and Deep Learning Credit Card Fraud Detection.
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Internet of Things (IoT) Anomaly Detection Using Machine Learning Techniques: Parameter Optimization and Algorithm Comparison.
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Predicting Undergraduate Student Dropout Using Artificial Intelligence, Big Data and Machine Learning.
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Machine Learning Model Time-Series Clustering for Energy Optimized Virtual Machine Placement Using Time-Series Performance Data.
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A New Definition and Classification of Antibody Complementarity Determining Regions: Unsupervised Learning of Protein Backbone Conformations Informs Antibody Structural Bioinformatics and Design.
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A Novel Approach for Improving the Quality of Data Using Aggregation Mechanism.
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Advances in Spatial Statistics and Inference Methods for Markov Population Models.
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The Long-Term Effects of Urban Cover Changes on Thermal Environment Using Dense Landsat Time Series.
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Actuarial and Economic Aspects of Product Innovation in Variable Annuities.
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Direct and Large-Eddy Simulation Data and Analysis of Shock-Separated Flows.
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A Positive Data Control System for the Automation of Data Governance Functions.
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Development of a Model to Predict Outcomes After Dynamic Cycling People with Parkinson's Disease.
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An Aware and Strongly-Coordinated Multi-Robot System for Finding Multiple Dynamic Users in Human-Centered Environments.
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Towards an Understanding of the Chemical Formation Pathways of Polycyclic Aromatic Hydrocarbons (PAHs) in Sooting Flames.
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Residential Land Use Regulation and Chronic Disease Disparities by Income Level.
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Where the Sidewalk Begins: Evaluating Pedestrian Infrastructure, Planning, & Equality Using GIS & Big Data.
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Machine Vision for Improved Human-Robot Cooperation in Adverse Underwater Conditions.
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Physics-Based Artificial Intelligence Models for Vehicle Emissions Prediction.
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Robust Filtering Schemes for Machine Learning Systems to Defend Adversarial Attack.
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The Use of Data Analytic Visualizations to Inform the Audit Risk Assessment: The Impact of Initial Visualization Form and Documentation Focus.
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Towards Ubiquitous Serverless Computing: Fast Large-Scale Machine Learning and Optimal Pricing for the Cloud.
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Atomic-Resolution in situ and operando Visualization of Oxygen Transfer Reactions over CeO2-Supported Pt Catalysts.
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Adaptive AI Algorithms for Generic Hardware & Unified Hardware Acceleration Architecture.
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Machine Learning Frameworks for Data-Driven Personalized Clinical Decision Support and the Clinical Impact.
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Integrating Deep Learning and Network Science to Support Healthcare Management.
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Comprehensive Photographic Composition Assistance Through Meaningful Exemplars.
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Data-Driven Predictive Control Optimization for Natural Ventilation in Buildings.
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Latent Map Gaussian Processes for Mixed Variable Metamodeling and Data Fusion.
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Traffic Fatality Rate Prediction Based on Deep Neural Network and Bayesian Neural Network.
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Segmentation, Reconstruction and Recognition of Objects and Surfaces in 2D and 3D.
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Mathematical Optimization Algorithms for Model Compression and Adversarial Learning in Deep Neural Networks.
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Deep Learning for Large-Scale MIMO: An Intelligent Wireless Communications Approach.
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Theoretical and Practical Advances in Computational Social Choice and Crowdsourcing.
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A Big Data Approach to Accounting Fraud Detection Using Data Envelopment Analysis and One Class Support Vector Machine.
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Engaging the Osteological Paradox: A Study of Frailty and Survivorship in the 1918 Influenza Pandemic.
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Statistical Arbitrage in Momentum and Pairs Trading by Machine Learning Models and Copulas.
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Real Estate Housing Price Prediction Based on the Effect of the COVID-19 Pandemic on U.S. Population Migration.
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MLB© Roster Construction Optimization Based on Positional Significance to Overall Team Performance.
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Studies on the Use of Machine Learning Algorithms for Analysis and Design of Materials at Multiple Length Scales.
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Applying Machine Learning on Linux Interprocess Communication Graphs for Intrusion Detection.
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The Impact of Cyberattacks and Cyberthreats on Higher Education Institutions.
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Machine Learning for Coherent Structure Identification and Super Resolution in Turbulent Flows.
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Hearing Luke's Parables Through the Socio-Economic Contexts of His Audience Members.
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The Use of Artificial Intelligence Algorithms to Improve the Safety of Unmanned Aerial Vehicles.
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Highly Automated Vehicle Safety Driver Monitoring Support through Bayesian MCMC Logistic Regression.
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Parallel Numerical Methods and Data-Driven Analysis Techniques for Turbulent Fluid-Structure Interaction.
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Impacts of Building Performance on Occupants' Work Productivity : = A Post Occupancy Evaluation Study.
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Analyzing the Multidimensionality of Aging by Using Machine Learning to Predict Age from Diverse Medical Datasets.
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Can We Trust AI? Towards Practical Implementation and Theoretical Analysis in Trustworthy Machine Learning.
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Active Resource Partitioning and Planning for Storage Systems Using Time Series Forecasting and Machine Learning Techniques.
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Optimizing Performance and Satisfaction in Virtual Reality Environments with Interventions Using the Data Visualization Literacy Framework.
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Out-of-Distribution Representation Learning for Network System Forecasting.
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Singularity Formation in the High-Dimensional Euler Equations and Sampling of High-Dimensional Distributions by Deep Generative Networks.
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Preliminary Investigation into Temporal Changes in Acoustic Scattering from the Seafloor.
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Hydrocarbon Seepage in the Gulf of Mexico : = Machine Learning Approach to Hydrocarbon Exploration.
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Understanding the Genetic Basis of Complex Traits Through Multi-Omic Studies.
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Individual income tax in Indonesia : = Behavioral response, incidence, and the distribution of income tax burden.
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A 6,000 Year Record of Monsoon Variability and Human Activity at Qilu Lake, Yunnan Province, China.
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