Algorithms and Theory for Variational Inference in Two-Level Non-conjugate Models

Automatic Generation of Procedural Knowledge Using Program Synthesis

Optimizing Distributed Systems Using Machine Learning

Learning Hierarchical Abstractions from Human Demonstrations for Application-Scale Domains

Incremental and Memory-Limited Probabilistic Generative Models of Early Word Learning

System for Serving Deep Neural Networks Efficiently

Applying Machine Learning Methods to Electronic Health Records: Studies in Risk-Stratification of Chronic Kidney Disease and Hypertrophic Cardiomyopathy

Collective Phenomena in Memristive Networks: Engineering Phase Transitions into Computation

Structure-Aware Approaches for Deciphering Sequence-Specific Protein-DNA Interactions

Mutational Processes Modeling and Early Cancer Diagnosis

Analyzing Genetic Adaptation in Action: Identifying the Evolutionary Mechanisms Rescuing Stressed Populations

3D Reconstruction from Coded Plenoptic Sampling

Physics-based Dynamic Reconstruction of Deformable Objects

Interaction-Driven Spatial Agent-Based Models at Multiple Levels of Biological Organization

Model-Based Self-Supervision for Fine-Grained Image Understanding

The Use of Artificial Intelligence for Precision Medicine in Metabolic Syndrome

A Purely Defeasible Argumentation Framework

Transfer Learning with Deep Neural Networks for Computer Vision

Unchaining the Blockchain Network Layer

Exploring the Policies, Cybersecurity Strategists Need to Combat Non-state Actors in the Cyber-Domain of U.S. Military Warfare

Behavioral Malware Detection and Classification Using Windows Prefetch Files

Computational Electron Microscopy for the Characterization of Soft, Hard, and Hybrid Materials

Statistical Metrics of Hardware Security

Highly Accurate Fragment Library for Protein Fold Recognition

Evaluating Electronic Health Records Interoperability Symbiotic Relationship to Information Management Governance Security Risks

Toward Automated Sketching Collaborators: An Analogical Route

Building a User-Centric and Content-Driven Socialbot

Identifying and Addressing Structural Inequalities in the Representativeness of Geographic Technologies

The MNL-Bandit Problem: Theory and Applications

Shingled Magnetic Recording Disks for Mass Storage Systems

Communicating Plans in Ad Hoc Multiagent Teams

Scalable Privacy-Preserving Participant Selection With Appropriate Incentive in Mobile Crowdsensing Systems

On the Constructive Power of Ecology in Open-Ended Evolving Systems

Optimizing Visualization Performance on Power-Constrained Supercomputers

Enterprise Social Media Strategies: Exploring How Joint Commands Mitigate Organizational Knowledge Loss

Effective and Efficient Representation Learning for Graph Structures

Deadline-aware Job and Task Scheduling in Cloud Environment

Ontology-Driven Pathway Data Integration

Practical and Scalable Methods for Information Network Analysis and Mining

Design and Mitigation of Vehicular Botnets in Vehicular ad hoc Networks

Learning to Adapt: Analyses for Configurable Software

Security and Privacy in Dynamical Systems

Robust Multi-Task Learning Algorithms for Predictive Modeling of Spatial and Temporal Data

Computer Science for Middle School (CS4MS): How Middle School Administrators and Teachers Implement Computer Science Curricula

Enhancing Crowdsourcing With the Zero-Determinant Game Theory

Security and Privacy of Smart Devices

Social Role Temporal Dynamics and Interactions in Online Communities: How Are Leaders and Members Different?

Cross-Lingual Alignment of Word & Sentence Embeddings

Domain Invariant and Semantic Aware Visual Servoing

A Comparative Analysis of In-House and Offshore Software Development by Using Agile Methodologies at the Design/Code Phase of Software Development: An Empirical Study

Exploring the Cloud Adoption Processes SMEs Need to Secure Their Business

Project Management Maturity in It: The Implementation of Industry Project Management Structure in Higher Education

Real Time Facial Expression Recognition and Eye Gaze Estimation System

Cyber-security Challenges in Financial Institutions in Nigeria: A Multiple Case Study

Empirical Assessment of Mobile Device Users' Information Security Behavior Towards Data Breach: Leveraging Protection Motivation Theory

Enhancing Wireless Network Performance and Security through Physical Layer Properties

A Visual Political World: Determinants and Effects of Visual Content

A Psychosocial Behavioral Attribution Model: Examining the Relationship between the "Dark Triad" and Cyber-Criminal Behaviors Impacting Social Networking Sites

Analyzing Small Businesses' Adoption of Big Data Security Analytics

Computational Gene Association Based on Relative Species Displacement in Gene and Morphology Trees

Order-Preserving Embeddings: A Geometric Approach

Subgraph Counting and Vertex Coloring in Large Graphs

On Multi-Armed Bandits Theory and Applications

Diversification and Intensification in Hybrid Metaheuristics for Constraint Satisfaction Problems

Contributions to Machine Learning in Biomedical Informatics

Machine Learning Based User Modeling for Enterprise Security and Privacy Risk Mitigation

An Examination of Abstraction in K-12 Computer Science Education

Toward Controllable and Robust Surface Reconstruction From Spatial Curves

Management and Security of Multi-Cloud Applications

Understanding and Mitigating Attacks Targeting Web Browsers

Network-Based Pathway Enrichment Analysis for Biological Inference of High-Throughput Gene Expression Data

Factors Encouraging and Deterring Illegal Computer Hacking: Replicating and Extending Young and Zhang's Treatise on Illegal Computer Hacking

A Memory-Aware Scheduling Framework for Streaming Applications on Multicore Systems

An Exploratory Study in Blockchain Technology

A General Framework for Building Accurate and Understandable Genomic Models: A Study in Rice (Oryza sativa)

Learning in High Dimensions with Asymmetric Costs

Hardware Specialization for Transaction Processing

Scheduling Irregular Workloads on GPUs

Elastic Computation Placement in Edge-Based Environments

The Benefits of Participatory Vehicular Sensing

Graph Characteristics and Branch-and-Reduce Algorithms for Minimum Vertex Cover

Robust Geographic Routing Protocol for Inter Drone Communication

Graphlet Analysis Of Networks

Performance-Driven Hierarchical Design and Management of Networks-on-Chip in Many-Core System

Access Classification for Race Detection Optimization

Fast and Space-Efficient Maps for Large Data Sets

A Fine-Grain Parallel Execution Model for Homogeneous/Heterogeneous Many-Core Systems

A Deep Learning, Model-Predictive Approach to Neighborhood Congestion Prediction and Control

Learning to Navigate in Visual Environments

Knowledge Discovery for Health Informatics from Structured and Textual Data

Visual Analytics of Heterogeneous High-Dimensional Datasets to Support Machine Learning Tasks

Towards Practical Privacy-Preserving Data Analytics

Adaptive and Diverse Techniques for Generating Adversarial Examples

Acquiring Diverse Robot Skills via Maximum Entropy Deep Reinforcement Learning

Statistical Learning Models of Sensory Processing and Implications of Biological Constraints

Domain-Specific Techniques for High-Performance Computational Image Reconstruction

A Platform-Based Approach to Verification and Synthesis of Linear Temporal Logic Specifications

Optimization Everywhere: Convex, Combinatorial, and Economic

Geometric Algorithms for Trajectory Sensing, Analysis, and Anonymity

Non-Visual Web Browsing: From Accessibility with Screen Readers to Usability with Assistants

Complexity in Coevolution and Deep Learning

Transfer Reinforcement Learning for Task-Oriented Dialogue Systems

Improving Semantic SMT for Low Resource Languages

Calibration and Analysis of Taxi Trajectories

Sketch and Animation Assistants for Novices

Flow Scheduling for Parallel Computing Applications in Datacenters

Supervised and Unsupervised Learning for Temporal Data Analysis

Optimization with Low-rank Regularization

Parameters of BCH Codes

Towards Large Scale 3D Reconstruction from Images

Towards Intelligent Intrusion Detection Systems for Cloud Computing

Machine Learning for Classifying Malware in Closed-set and Open-set Scenarios

On 3D Content Manipulation: Simplification, Modification and Authentication

An Advanced Context Aware Operator Support System (CAOSS) for Chemical Plant Operation