UMass Amherst — CS Research

Computer science research from UMass Amherst, known for NLP, machine learning, computer vision, and programming languages.

Sample of the collection (25 of 1,830 items)

• SynchroNB: Toward Robust Timing for 5G NB-IoT Networks Amherst College Emerging resource-constrained cellular Internet of Things (IoT) applications such as drone swarms, autonomous vehicles, and remote…
• To Offload or Not To Offload: Model-driven Comparison of Edge-native and On-device Processing In the Era of Accelerators University of Massachusetts Amherst Computational offloading is a promising approach to overcome client device resource constraints by moving application computations to…
• Assessment of the Synthetic Feasibility of Hypothetical Zeolite-like Materials Based on ZeoNet University of Massachusetts Amherst A suite of classifiers was developed to distinguish experimentally synthesized zeolites from computationally predicted zeolite-like…
• SpectraMorph: Structured Latent Learning for Self-Supervised Hyperspectral Super-Resolution University of Massachusetts Amherst Hyperspectral sensors capture dense spectra per pixel but suffer from low spatial resolution due to photon splitting and long dwell…
• Cognitive Offloading in Agile Teams: How Artificial Intelligence Reshapes Risk Assessment and Planning Quality University of Massachusetts Amherst Recent advances in artificial intelligence (AI) have shown promise in automating key aspects of Agile project management, yet their…
• Noninvasive Measurement of Infant Respiration During Sleep: A Validation Study University of Massachusetts Amherst Infant respiration is a physiological marker of health and wellbeing that can provide insight into sleep and wake patterns.…
• Active Measurement of Two-Point Correlations University of Massachusetts Amherst Two-point correlation functions (2PCF) are widely used to characterize how points cluster in space. In this work, we study the problem…
• Integration of Well‐Formed Semantic Mapping to Extract System Optimization Information University of Massachusetts Amherst ABSTRACT Systems that are typically modeled within SysML are complex and not easily represented in their full semantic context.…
• Starting at the back: using backmatter to further social studies content University of Massachusetts Amherst Purpose The purpose of this article is to help educators understand the affordances of backmatter in historical fiction to facilitate…
• Real-time building energy storage scheduling under electrical load uncertainty: A Markov decision process approach with comprehensive analysis of different pricing policies Jordan University of Science and Technology This study presents a novel real-time Markov decision process (MDP) model for scheduling battery systems in buildings with uncertain…
• Sleep renormalizes learning-perturbed cortical population dynamics to stabilize memory Mount Holyoke College Sleep is thought to stabilize newly formed memories, yet the neural reorganization through which sleep converts learning-induced…
• Deaf, deafblind, and hard of hearing university student experiences with earthquake early warning in the United States: Evaluating language planning and technology access Gallaudet University The growing literature on deaf and hard of hearing (DHH+) populations and disasters demonstrates that emergency communication (including…
• Data driven shoe design improves running economy beyond state-of-the-art Advanced Footwear Technology running shoes University of Massachusetts Amherst OBJECTIVE: Advanced Footwear Technology (AFT) has enabled remarkable improvements in running performance over traditional marathon…
• Safety Risk Assessment of Hydraulic Climbing Formwork Construction Based on System-Theoretic Process Analysis and Dynamic Bayesian Networks Guangxi Transportation Research Institute Hydraulic climbing formwork (HCF) is an efficient and highly automated construction technology that has been widely applied in the…
• Applying Universal Design for Learning to Undergraduate Computer Science Education University of Massachusetts Amherst Despite ongoing efforts to broaden participation in computer science (CS) education, disability remains an underexplored dimension of…
• Hierarchical relations guide memory retrieval in sentence comprehension: Evidence from a local anaphor in Turkish University of Massachusetts Amherst Real-time sentence comprehension relies on memory resources to establish syntactic dependencies. Such dependency formation is subject to…
• CSQL: Mapping Documents into Causal Databases Adobe Systems (United States) We describe a novel system, CSQL, which automatically converts a collection of unstructured text documents into an SQL-queryable causal…
• Toward virtual bladder: real-time bladder volume monitoring with flexible AuCNT strain sensors Daegu Gyeongbuk Institute of Science and Technology Digital twin technology holds considerable potential for personalized diagnostics and treatment of bladder dysfunction, particularly…
• Impact of Running Shoe Midsole Properties on Energy Cost of Running: Insights Into Midsole Stiffness and Resilience Properties University of Alicante PURPOSE: The mechanisms behind improvements in running economy (RE) from shoes with supercritical foams (SCF) compared with a…
• The Benefits of Drawing and Describing for Recognizing Object Images University of Massachusetts Amherst ABSTRACT Drawing is beneficial for learning verbal materials, potentially because it allows for a secondary representation (visual).…
• Understanding Desired Greater Collaboration Ties: Tie‐Strengthening and Bypassing Approaches for Managing Formal Workflow Network Dependencies University of Mississippi ABSTRACT Whereas organizational network studies infer employees’ agentic desires through observed network changes, we capture desires to…
• <tt>BOLA360</tt> : Near-optimal View and Bitrate Adaptation for 360-degree Video Streaming University of Massachusetts Amherst Recent advances in omnidirectional cameras and AR/VR headsets have spurred the adoption of 360 \(^{\circ}\) videos, which are widely…
• Modular programming of interaction and geometric specificity enables assembly of complex DNA origami nanostructures Brandeis University Self-assembly of nanoscale building blocks with programmable geometries and interactions offers a powerful route to engineer materials…
• HPLC Profile‐Based Chemometric Discrimination of <scp> <i>Cinnamomum cassia</i> </scp> by Geographic Origin Vietnam National University, Hanoi Cinnamon is a valuable commodity, used in medicine and many other fields, and its quality depends on its origin. Therefore, classifying…
• It’s Not Easy Being Green: On the Energy Efficiency of Programming Languages University of Massachusetts Amherst Does the choice of programming language affect energy consumption? Previous highly visible studies have established associations between…

Query this set from any AI agent

Agents: a markdown version of this page is at https://publicmcp.org/library/umass.md.