Explore a selection of works produced by the Department of Computer Science at Michigan Technological University.

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Works from 2023

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A Non-Reference Evaluation of Underwater Image Enhancement Methods Using a New Underwater Image Dataset, Ashraf Saleem, Sidike Paheding, Nathir Rawashdeh, Ali Awad, and Navjot Kaur

Works from 2022

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Bioinformatic Analyses of Peroxiredoxins and RF-Prx: A Random Forest-Based Predictor and Classifier for Prxs, Hussam AL-Barakati, Robert H. Newman, Dukka KC, and Leslie B. Poole

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Convolution neural network for identification of obstructive sleep apnea, Serein Al-Ratrout and Abdulnasir Hossen

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Preparing First-Year Engineering Students to Think About Code: A Guided Inquiry Approach, Briana Christina Bettin, Michelle E. Jarvie-Eggart, Kelly S. Steelman, and Charles Wallace

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Identifying and Addressing Risks in the Early Design of a Sociotechnical System through Premortem, Briana Christina Bettin, Kelly S. Steelman, Charles Wallace, Dana Pontious, and Elizabeth Veinott

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A Performance Evaluation of Nomon: A Flexible Interface for Noisy Single-Switch Users, Nicholas Ryan Bonaker, Emli Mari Nel, Keith Vertanen, and Tamara Broderick

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A Performance Evaluation of Nomon: A Flexible Interface for Noisy Single-Switch Users, Nicholas Ryan Bonaker, Emli Mari Nel, Keith Vertanen, and Tamara Broderick

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Demonstrating Nomon: A Flexible Interface for Noisy Single-Switch Users, Nicholas Ryan Bonaker, Emli Mari Nel, Keith Vertanen, and Tamara Broderick

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Design and Use of a Visualization for Teaching Integer Coercion, Steven Carr, Yu Chin Cheng, Yu Hsiang Hu, Jean Mayo, Ahmed Radwan, Ching-Kuang Shene, and James Walker

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Pay "Attention" to Adverse Weather: Weather-aware Attention-based Object Detection, Saket S. Chaturvedi, Lan Zhang, and Xiaoyong Yuan

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Duplicates also Matter! Towards Secure Deletion on Flash-based Storage Media by Removing Duplicates, Niusen Chen and Bo Chen

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Poster: Data Recovery from Ransomware Attacks via File System Forensics and Flash Translation Layer Data Extraction, Niusen Chen, Josh Dafoe, and Bo Chen

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External-Memory Dictionaries with Worst-Case Update Cost, Rathish Das, John Iacono, and Yakov Nekrich

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Testing and Development of the Tethered-Permanently Shadowed Region EXplorer: A Rover Designed to Lay Superconducting Tether into Lunar Permanently Shaded Regions, Marcello C. Guadagno, Travis Wavrunek, Paul van Susante, Austen Goddu, Elijah Cobb, Hunter McGillivray, Collin Miller, Erik Vanhorn, and Ted Gronda

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Exploring GNN Based Program Embedding Technologies for Binary Related Tasks, Yixin Guo, Pengcheng Li, Yingwei Luo, Xiaolin Wang, and Zhenlin Wang

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Monofacial vs bifacial solar photovoltaic systems in snowy environments, Koami Soulemane Hayibo, Aliaksei Petsiuk, Pierce Mayville, Laura Brown, and Joshua M. Pearce

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FEPS: A Tool for Feature Extraction from Protein Sequence, Hamid Ismail, Clarence White, Hussam AL-Barakati, Robert H. Newman, and Dukka KC

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Effects of repeated implicit bias training in a North American university, Betsy Lehman, Karen Colbert, Sonia Goltz, Audrey L. Mayer, and Mark Rouleau

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A Few-shot Learning Model based on a Triplet Network for the Prediction of Energy Coincident Peak Days, Jinxiang Liu and Laura Brown

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Accelerate Hardware Logging for Efficient Crash Consistency in Persistent Memory, Zhiyuan Lu, Jianhui Yue, Yifu Deng, and Yifeng Zhu

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GPU-I-TASSER: a GPU accelerated I-TASSER protein structure prediction tool, Elijah A. MacCarthy, Chengxin Zhang, Yang Zhang, and Dukka KC

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Making It Strange: Disrupting Assumptions About Technology and Ethics in Engineering and Computing Education, Alexandra Morrison and Charles Wallace

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FlashWalker: An In-Storage Accelerator for Graph Random Walks, Fuping Niu, Jianhui Yue, Jiangqiu Shen, Xiaofei Liao, Haikun Liu, and Hai Jin

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Deep Learning–Based Advances In Protein Posttranslational Modification Site and Protein Cleavage Prediction, Subash C. Pakhrin, Suresh Pokharel, Hiroto Saigo, and Dukka KC

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Improving protein succinylation sites prediction using embeddings from protein language model, Suresh Pokharel, Pawel Pratyush, Michael Heinzinger, Robert H. Newman, and Dukka KC

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Camera–Lidar sensor fusion for drivable area detection in winter weather using convolutional neural networks, Nathir Rawashdeh, Jeremy Bos, and Nader J. Abu-Alrub

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Einstein-Roscoe regression for the slag viscosity prediction problem in steelmaking, Hiroto Saigo, Dukka KC, and Noritaka Saito

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Towards Sustainable Smart Cities: A Contextual Study on Digital Participatory Planning Policies and Readiness Assessment in Oman, Nibras Sameer, Chaham Alalouch, Mohamed S. Saleh, Saleh Al-Saadi, and Ashraf Saleem

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VR Distance Judgments are Affected by the Amount of Pre-Experiment Blind Walking, Soheil Sepahyar and Scott A. Kuhl

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Software-Based Flat Nested Page Table in Sunway Architecture, Sai Sha, Hanlin Du, Yingwei Luo, Xiaolin Wang, and Zhenlin Wang

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Accelerating Address Translation for Virtualization by Leveraging Hardware Mode, Sai Sha, Yi Zhang, Yingwei Luo, Xiaolin Wang, and Zhenlin Wang

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ThreadMentor: a system for teaching multithreaded programming, Ching-Kuang Shene

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Modular Grammatical Evolution for the Generation of Artificial Neural Networks (Hot-off-the-Press Track at GECCO 2022), Khabat Soltanian, Ali Ebnenasir, and Mohsen Afsharchi

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Environment Sound Classification (ESC) with Choquet Integral Fusion, Yilin Wang, Timothy C. Havens, and Andrew Barnard

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GSpecPal: Speculation-Centric Finite State Machine Parallelization on GPUs, Yuguang Wang, Robbie Watling, Junqiao Qiu, and Zhenlin Wang

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Ice anthropogenic classification with acoustic vector sensors using transformer neural networks, Steven Whitaker, Andrew Barnard, George D. Anderson, and Timothy C. Havens

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MPKIX: Towards More Accountable and Secure Internet Application Services via Mobile Networked Systems, Tian Xie, Sihan Wang, Xinyu Lei, Jingwen Shi, Guan Hua Tu, and Chi Yu Li

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Integrating Deep Learning and Hydrodynamic Modeling to Improve the Great Lakes Forecast, Pengfei Xue, Aditya Wagh, Gangfeng Ma, Yilin Wang, Yongchao Yang, Tao Liu, and Chenfu Huang

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Cocktail: Mixing data with different characteristics to reduce Read Reclaims for NAND Flash Memory, Genxiong Zhang, Yuhui Deng, Yi Zhou, Shujie Pang, Jianhui Yue, and Yifeng Zhu

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Efficient Hardware Redo Logging for Secure Persistent Memory, Zhan Zhang, Jianhui Yue, Xiaofei Liao, and Hai Jin

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Frequency Spectrum Modification Process-Based Anti-Collusion Mechanism for Audio Signals, Juan Zhao, Tianrui Zong, Yong Xiang, Guang Hua, Xinyu Lei, Longxiang Gao, and Gleb Beliakov

Works from 2021

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Deep Learning Classification of High-Resolution Drone Images Using the ArcGIS Pro Software: FOR374/FR444,, Amr Abd-Elrahman, Katie Britt, and Tao Liu

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Performance Evaluation of Convolutional Neural Network Using Synthetic Medical Data Augmentation Generated by GAN, Ramesh Adhikari and Suresh Pokharel

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Accelerating Text Communication via Abbreviated Sentence Input, Jiban Krishna Adhikary, Jamie Berger, and Keith Vertanen

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Text Entry in Virtual Environments using Speech and a Midair Keyboard, Jiban Krishna Adhikary and Keith Vertanen

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Typing on Midair Virtual Keyboards: Exploring Visual Designs and Interaction Styles, Jiban Krishna Adhikary and Keith Vertanen

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Admonita: A recommendation-based trust model for dynamic data integrity, Wassnaa Al-Mawee, Steve Carr, and Jean Mayo

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GIS-Integrated Optimization for Locating Food Waste and Manure Anaerobic Co-digestion Facilities, Sharath Kumar Ankathi, David Watkins, Prathyusha Sreedhara, Jacob Zuhlke, and David Shonnard

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Range Majorities and Minorities in Arrays, Djamal Belazzougui, Travis Gagie, J. Ian Munro, Gonzalo Navarro, and Yakov Nekrich

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Developing a Comic-Creation Assignment and Rubric for Teaching and Assessing Algorithmic Concepts, Briana Christina Bettin, Michelle E. Jarvie-Eggart, Kelly S. Steelman, and Charles Wallace

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Frozen in the Past: When it Comes to Analogy Fears, It's Time for Us to "let it Go", Briana Christina Bettin and Linda Ott

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Applied Cryptography in Computer and Communications, Bo Chen and Xinyi Huang

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Combating the OS-Level Malware in Mobile Devices by Leveraging Isolation and Steganography, Niusen Chen, Wen Xie, and Bo Chen

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A Practical Self-Stabilizing Leader Election for Networks of Resource-Constrained IoT Devices, Michael Conard and Ali Ebnenasir

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Towards Stealing Deep Neural Networks on Mobile Devices, Shashank Reddy Danda, Xiaoyong Yuan, and Bo Chen

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Earth Mover's Distance as a Similarity Measure for Linear Order Statistics and Fuzzy Integrals, Matthew Deardorff, Derek T. Anderson, Timothy C. Havens, Bryce Murray, Siva K. Kakula, and Timothy Wilkin

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Efficient Hardware-assisted Out-place Update for Persistent Memory, Yifu Deng, Jianhui Yue, Zhiyuan Lu, and Yifeng Zhu

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Characterizing soil stiffness using thermal remote sensing and machine learning, Jordan Ewing, T. Oommen, Paramsothy Jayakumar, and Russell Alger

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Enhancing the composition task in text entry studies: Eliciting dificult text and improving error rate calculation, Dylan Gaines, Per Ola Kristensson, and Keith Vertanen

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Light Field Compression by Residual CNN-Assisted JPEG, Eisa Hedayati, Timothy C. Havens, and Jeremy Bos

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Online Sequential Learning of Fuzzy Measures for Choquet Integral Fusion, Siva K. Kakula, Anthony Pinar, Timothy C. Havens, and Derek T. Anderson

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TrustZone Enhanced Plausibly Deniable Encryption System for Mobile Devices, Jinghui Liao, Bo Chen, and Weisong Shi

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Efficient NVM Crash Consistency by Mitigating Resource Contention, Zhiyuan Lu, Jianhui Yue, Yifu Deng, and Yifeng Zhu

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Iteration and inquiry: Toward a meaningful model of ethical engagement for engineering and computing students, Alexandra Morrison and Charles Wallace

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Actionable XAI for the Fuzzy Integral, Bryce Murray, Derek T. Anderson, and Timothy C. Havens

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Dynamic planar point location in optimal time, Yakov Nekrich

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New data structures for orthogonal range reporting and range minima queries, Yakov Nekrich

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Penalty-and Locality-aware Memory Allocation in Redis Using Enhanced AET, Cheng Pan, Xiaolin Wang, Yingwei Luo, and Zhenlin Wang

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Modeling the Growth and Spread of Infectious Diseases to Teach Computational Thinking, Meara Pellar-Kosbar, Dylan Gaines, Lauren Monroe, Alec Rospierski, Alexander Martin, Ben Vigna, Devin Stewart, Jared Perttunen, Calvin Voss, Robert Pastel, and Leo C. Ureel II

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Scalable FSM parallelization via path fusion and higher-order speculation, Junqiao Qiu, Xiaofan Sun, Amir Hossein Nodehi Sabet, and Zhijia Zhao

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Swift shadow paging (SSP): No write-protection but following TLB flushing, Sai Sha, Yi Zhang, Yingwei Luo, Xiaolin Wang, and Zhenlin Wang

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Writeback Modeling: Theory and Application to Zipfian Workloads, Wesley Smith, Daniel Byrne, and Chen Ding

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Modular Grammatical Evolution for the Generation of Artificial Neural Networks, Khabat Soltanian, Ali Ebnenasir, and Mohsen Afsharchi

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Decreasing the Miss Rate and Eliminating the Performance Penalty of a Data Filter Cache, Michael Stokes, David Whalley, and Soner Onder

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A Visualization for Teaching Integer Coercion, James Walker, Steven M. Carr, Ahmed Radwan, Yuhsiang Hu, Yuchin Cheng, Jean Mayo, and Ching-Kuang Shene

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Recurrent networks for direction-of-arrival identification of an acoustic source in a shallow water channel using a vector sensor, Steven Whitaker, Andrew Barnard, George D. Anderson, and Timothy C. Havens

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Recurrent networks for direction-of-arrival identification of an acoustic source in a shallow water channel using a vector sensor, Steven Whitaker, Andrew Barnard, George D. Anderson, and Timothy C. Havens

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Uncertain Inference Using Ordinal Classification in Deep Networks for Acoustic Localization, Steven Whitaker, Zach Dekraker, Andrew Barnard, Timothy C. Havens, and George D. Anderson

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Enforcing Access Control in Information-Centric Edge Networking, Danye Wu, Zhiwei Xu, Bo Chen, Yujun Zhang, and Zhu Han

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What if keys are leaked? Towards practical and secure re-encryption in deduplication-based cloud storage, Weijing You, Lei Lei, Bo Chen, and Limin Liu

Works from 2020

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Child-robot theater: Engaging elementary students in informal STEAM education using robots, Jaclyn Barnes, S. Maryam FakhrHosseini, Eric Vasey, Chung Hyuk Park, and Myounghoon Jeon

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Child-Robot Interaction in a Musical Dance Game: An Exploratory Comparison Study between Typically Developing Children and Children with Autism, Jaclyn Barnes, Chung Hyuk Park, Ayanna Howard, and Myounghoon Jeon

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Infusing Computing Identity into Introductory Engineering Instruction, Briana Christina Bettin, Michelle E. Jarvie-Eggart, Kelly S. Steelman, and Charles Wallace

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SecureCvisual: Visualization and Analysis for C Code Security, Steve Carr and Jean Mayo

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Further results on colored range searching, Timothy M. Chan, Qizheng He, and Yakov Nekrich

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Effects of Brightness on Distance Judgments in Head Mounted Displays, Fan Ding, Soheil Sepahyar, and Scott A. Kuhl

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Methods for Evaluating Depth Perception in a Large-Screen Immersive Display, Dylan Gaines and Scott A. Kuhl

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Fast preprocessing for optimal orthogonal range reporting and range successor with applications to text indexing, Younan Gao, Meng He, and Yakov Nekrich

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Conference Report on 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2019) [Conference Reports], Timothy C. Havens and James M. Keller

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Distance Oracles for Interval Graphs via Breadth-First Rank/Select in Succinct Trees, Meng He, J. Ian Munro, Yakov Nekrich, Sebastian Wild, and Kaiyu Wu

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Spectrum-preserving sparsification for visualization of big graphs, Martin Imre, Jun Tao, Yongyu Wang, Zhiqiang Zhao, Zhuo Feng, and Chaoli Wang

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A Novel Clustering Scheme for Heterogeneous Vehicular Networks, Ali Jalooli, Kuilin Zhang, Min Song, and Wenye Wang

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Scalable structural index construction for json analytics, Lin Jiang, Junqiao Qiu, and Zhijia Zhao

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C-SLAM: Six degrees of freedom point cloud mapping for any environment, Sam Kysar, Parker Young, Akhil Kurup, and Jeremy Bos

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Improving the performance of NVM crash consistency under multicore, Zhiyuan Lu, Jianhui Yue, Yifu Deng, and Yifeng Zhu

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A Promela Model for Contiki's Scheduler, Hassan Mousavi, Elham Mahmoudzadeh, and Ali Ebnenasir

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Text Indexing and Searching in Sublinear Time, J. Ian Munro, Gonzalo Navarro, and Yakov Nekrich

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Four-dimensional dominance range reporting in linear space, Yakov Nekrich

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Neural-network-based motion tracking for breast ultrasound strain elastography: An initial assessment of performance and feasibility, Bo Peng, Yuhong Xian, Quan Zhang, and Jingfeng Jiang

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MFAssignR: Molecular formula assignment software for ultrahigh resolution mass spectrometry analysis of environmental complex mixtures, Simeon Schum, Laura E. Brown, and Lynn Mazzoleni