Technical Reports

Browse Reports

Format: 2018
18-013 An Introduction to Spatial Data Mining
18-012 On Applications of GANs and Their Latent Representations
18-011 Snakes in a Plant: 3D Reconstruction of Foliage using Tethered Active Contours
18-010 Local Latent Space Models for Top-N Recommendation Appendix
18-009 Learning Course Sequencing for Course Recommendation
18-008 Registering Reconstructions of the Two Sides of Fruit Tree Rows
18-007 Safety Annex for the Architecture Analysis and Design Language
18-006 Tree Morphology for Phenotyping from Semantics-Based Mapping in Orchard Environments
18-005 Approximation Algorithms for Tours of Orientation-varying View Cones
18-004 Coverage path planning under the energy constraint
18-003 Finding Novel Multivariate Relationships in Time Series Data: Applications to Climate and Neuroscience
18-002 A Cautionary Note on Decadal Sea Level Pressure Predictions from GCMs
18-001 Classifying multivariate time series by learning sequence-level discriminative patterns
17-014 Transdisciplinary Foundations of Geospatial Data Science
17-013 Design of a Location-based Publish/Subscribe Service using a Graph-based Computing Model
17-012 Classifying multivariate time series by learning sequence-level discriminative patterns
17-011 MESH: A Flexible Distributed Hypergraph Processing System
17-010 Accelerating the Tucker Decomposition with Compressed Sparse Tensors
17-009 Reliable and automatic composition of language extensions to C - Supplemental Material
17-008 Toward Rigorous Object-Code Coverage Criteria
17-007 Multiple Instance Learning for bags with Ordered instances
17-006 Sparse Tensor Factorization on Many-Core Processors with High-Bandwidth Memory
17-005 Investigation of a Transactional Model for Incremental Parallel Computing in Dynamic Graphs
17-004 Aerial Radio-based Telemetry for Tracking Wildlife
17-003 Mining Electronic Health Records : A Survey
17-002 Data-Driven Variation for Virtual Facial Expressions
17-001 Cumulative Knowledge-based Regression Models for Next-term Grade Prediction
16-038 MESH: A Flexible Distributed Hypergraph Processing System
16-037 Significant Linear Hotspot Discovery
16-036 Bit-Vector Model Counting using Statistical Estimation
16-035 Exerting Fine-Grained Path Control over Legacy Switches in Hybrid Networks
16-034 Big Data and Recommender Systems
16-033 Supply-Demand Ratio and On-Demand Spatial Service Brokers
16-032 Mapping Burned Areas in Tropical forests using MODIS data
16-031 Crime Hotspot Detection: A Computational Perspective
16-030 An approach for global monitoring of surface water extent variations using MODIS data
16-029 Automated Plantation Mapping in Southeast Asia Using Remote Sensing Data
16-007 A Taxonomy for Task Allocation Problems with Temporal and Ordering Constraints
16-006 A Medium-Grained Algorithm for Distributed Sparse Tensor Factorization
16-005 Generating Sokoban Puzzle Game Levels with Monte Carlo Tree Search
16-004 Awan: Locality-aware Resource Manager for Geo-distributed Data-intensive Applications
16-003 Trading Timeliness and Accuracy in Geo-Distributed Streaming Analytics
16-002 Large Scale Image Mosaic Construction for Agricultural Applications
16-001 A general framework to increase the robustness of model-based change point detection algorithms to outliers and noise.
15-021 Constrained Probabilistic Search for a One-Dimensional Random Walker
15-020 Tripoles: A New Class of Climate Teleconnections
15-019 A Parallel Hill-Climbing Refinement Algorithm for Graph Partitioning
15-018 Awan: Locality-aware Resource Manager for Geo-distributed Data-intensive Applications
15-017 PL2AP: Fast Parallel Cosine Similarity Search
15-016 Mining Electronic Health Records : A Survey

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