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• 2020

  A boundary integral equation approach to computing eigenvalues of the Stokes operator

  Askham, T. & Rachh, M., Apr 1 2020, In: Advances in Computational Mathematics. 46, 2, 20.

  Research output: Contribution to journal › Article › peer-review

  • Stokes Operator
  • Boundary integral equations
  • Eigenvalues and eigenfunctions
  • Boundary Integral Equations
  • Eigenvalue Computation

• A brave new world: Lessons from the COVID-19 pandemic for transitioning to sustainable supply and production

  Sarkis, J., Cohen, M. J., Dewick, P. & Schröder, P., Aug 2020, In: Resources, Conservation and Recycling. 159, 104894.

  Research output: Contribution to journal › Short survey › peer-review
  68 Scopus citations

• Absolute Quantitation of Proteins by Coulometric Mass Spectrometry

  Zhao, P., Wang, Q., Kaur, M., Kim, Y. I., Dewald, H. D., Mozziconacci, O., Liu, Y. & Chen, H., Jun 2 2020, In: Analytical Chemistry. 92, 11, p. 7877-7883 7 p.

  Research output: Contribution to journal › Article › peer-review

  • Mass spectrometry
  • Peptides
  • Isotopes
  • Proteins
  • Proteomics
  1 Scopus citations

• Absorption and scattering of light by soot aggregates with uniform and pendular ring coatings

  Enekwizu, O., Singh, D. & Khalizov, A., Sep 2020, In: Journal of Aerosol Science. 147, 105583.

  Research output: Contribution to journal › Article › peer-review

  • Soot
  • soot
  • Scattering
  • coating
  • scattering
  1 Scopus citations

• A C/C++ Code Vulnerability Dataset with Code Changes and CVE Summaries

  Fan, J., Li, Y., Wang, S. & Nguyen, T. N., Jun 29 2020, Proceedings - 2020 IEEE/ACM 17th International Conference on Mining Software Repositories, MSR 2020. Association for Computing Machinery, Inc, p. 508-512 5 p. (Proceedings - 2020 IEEE/ACM 17th International Conference on Mining Software Repositories, MSR 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• A Cartography of Philosophy’s Engagement with Society

  Hicks, D. & Holbrook, J. B., Mar 1 2020, In: Minerva. 58, 1, p. 25-45 21 p.

  Research output: Contribution to journal › Article › peer-review

  • cartography
  • narrative
  • provocation
  • evaluation research
  • pluralism
  2 Scopus citations

• Accelerated Electrons Observed down to <7 keV in a NuSTAR Solar Microflare

  Glesener, L., Krucker, S., Duncan, J., Hannah, I. G., Grefenstette, B. W., Chen, B., Smith, D. M., White, S. M. & Hudson, H., Mar 10 2020, In: Astrophysical Journal Letters. 891, 2, L34.

  Research output: Contribution to journal › Article › peer-review

  • solar energy
  • flares
  • electron
  • energy
  • electron distribution
  5 Scopus citations

• Accelerated Two-Stage Particle Swarm Optimization for Clustering Not-Well-Separated Data

  Xu, X., Li, J., Zhou, M. C., Xu, J. & Cao, J., Nov 2020, In: IEEE Transactions on Systems, Man, and Cybernetics: Systems. 50, 11, p. 4212-4223 12 p., 8400589.

  Research output: Contribution to journal › Article › peer-review

  • Particle swarm optimization (PSO)
  • Cluster analysis
  • Clustering algorithms
  • Data mining
  10 Scopus citations

• Accelerating lattice based proxy re-encryption schemes on GPUs

  Sahu, G. & Rohloff, K., 2020, Cryptology and Network Security - 19th International Conference, CANS 2020, Vienna, Austria, December 14–16, 2020, Proceedings. Krenn, S., Shulman, H. & Vaudenay, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 613-632 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12579 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Encryption
  • Graphics processing unit
  • Cryptography
  • Throughput
  • Public key

• Accessibility Analysis and Modeling for IoV in an Urban Scene

  Cheng, J., Yuan, G., Zhou, M., Gao, S., Liu, C., Duan, H. & Zeng, Q., Apr 2020, In: IEEE Transactions on Vehicular Technology. 69, 4, p. 4246-4256 11 p., 8976295.

  Research output: Contribution to journal › Article › peer-review

  • Accessibility
  • Network Connectivity
  • Routing
  • Internet
  • Modeling
  19 Scopus citations

• Accumulation of motile microorganisms in turbulence

  Zhan, C., Sardina, G., Lushi, E. & Brandt, L., 2020.

  Research output: Contribution to conference › Paper › peer-review

  • microorganisms
  • turbulence
  • microorganism
  • marine ecology
  • ecology

• Accurate and adversarially robust classification of medical images and ECG time-series with gradient-free trained sign activation neural networks

  Yang, Z., Yang, Y., Xue, Y., Shih, F. Y., Ady, J. & Roshan, U., Dec 16 2020, Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020. Park, T., Cho, Y-R., Hu, X. T., Yoo, I., Woo, H. G., Wang, J., Facelli, J., Nam, S. & Kang, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2456-2460 5 p. 9313442. (Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Machine Learning
  • Gradient
  • Electrocardiography
  • Activation
  • Attack

• Accurate deep neural network inference using computational phase-change memory

  Joshi, V., Le Gallo, M., Haefeli, S., Boybat, I., Nandakumar, S. R., Piveteau, C., Dazzi, M., Rajendran, B., Sebastian, A. & Eleftheriou, E., Dec 1 2020, In: Nature communications. 11, 1, 2473.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Phase change memory
  • Deep neural networks
  • inference
  • Memory
  • Data storage equipment
  13 Scopus citations

• A comparison of supervised machine learning algorithms for mosquito identification from backscattered optical signals

  Genoud, A. P., Gao, Y., Williams, G. M. & Thomas, B. P., Jul 2020, In: Ecological Informatics. 58, 101090.

  Research output: Contribution to journal › Article › peer-review

  • Supervised Learning
  • Support Vector Machine
  • artificial intelligence
  • mosquito
  • Learning Algorithm
  4 Scopus citations

• A comprehensive study of in-memory computing on large HPC systems

  Huang, D., Qin, Z., Liu, Q., Podhorszki, N. & Klasky, S., Nov 2020, Proceedings - 2020 IEEE 40th International Conference on Distributed Computing Systems, ICDCS 2020. Institute of Electrical and Electronics Engineers Inc., p. 987-997 11 p. 9355654. (Proceedings - International Conference on Distributed Computing Systems; vol. 2020-November).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Data storage equipment
  • Supercomputers
  • Experiments

• A Cooperative Computing Strategy for Blockchain-Secured Fog Computing

  Wu, D. & Ansari, N., Jul 2020, In: IEEE Internet of Things Journal. 7, 7, p. 6603-6609 7 p., 9000501.

  Research output: Contribution to journal › Article › peer-review

  • Fog computing
  • Blockchain
  • Fog
  • Access control
  • Internet of things
  4 Scopus citations

• A Cross-Correlation based Spectral Kurtosis RFI Detector

  Nita, G. M. & Hellbourg, G., Aug 2020, 2020 33rd General Assembly and Scientific Symposium of the International Union of Radio Science, URSI GASS 2020. Institute of Electrical and Electronics Engineers Inc., 9232200. (2020 33rd General Assembly and Scientific Symposium of the International Union of Radio Science, URSI GASS 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • radio frequency interference
  • Radio interference
  • kurtosis
  • Autocorrelation
  • cross correlation

• Activating Acid-Sensing Ion Channels with Photoacid Generators

  Liu, X., Sambath, K., Hutnik, L., Du, J., Belfield, K. D. & Zhang, Y., Dec 2020, In: ChemPhotoChem. 4, 12, p. 5337-5340 4 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Acid Sensing Ion Channels
  • acids
  • generators
  • Chemical activation
  • Lighting

• Adaptive controls of FWER and FDR under block dependence

  Guo, W. & Sarkar, S., Sep 2020, In: Journal of Statistical Planning and Inference. 208, p. 13-24 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Adaptive Control
  • Familywise Error Rate
  • False
  • Bonferroni
  • Adaptive Method
  1 Scopus citations

• A Data-driven MPC Algorithm for Bridge Cranes

  Bao, H. Q., An, J., Zhou, M. C. & Kang, Q., Dec 10 2020, 2020 International Conference on Advanced Mechatronic Systems, ICAMechS 2020. IEEE Computer Society, p. 328-332 5 p. 9310150. (International Conference on Advanced Mechatronic Systems, ICAMechS; vol. 2020-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Bridge cranes
  • Cranes
  • Identification (control systems)
  • Dynamic models
  • Model predictive control

• Address-Event Variable-Length Compression for Time-Encoded Data

  Jose, S. T. & Simeone, O., Oct 24 2020, Proceedings of 2020 International Symposium on Information Theory and its Applications, ISITA 2020. Institute of Electrical and Electronics Engineers Inc., p. 71-75 5 p. 9366190. (Proceedings of 2020 International Symposium on Information Theory and its Applications, ISITA 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Compression
  • Entropy
  • Trace
  • Timing
  • Bandwidth

• A Deep Learning Model for Transportation Mode Detection Based on Smartphone Sensing Data

  Liang, X., Zhang, Y., Wang, G. & Xu, S., Dec 2020, In: IEEE Transactions on Intelligent Transportation Systems. 21, 12, p. 5223-5235 13 p., 8913719.

  Research output: Contribution to journal › Article › peer-review

  • Deep learning
  • Smartphones
  • Accelerometers
  • Urban transportation
  • Systems analysis

• ADIOS 2: The Adaptable Input Output System. A framework for high-performance data management

  Godoy, W. F., Podhorszki, N., Wang, R., Atkins, C., Eisenhauer, G., Gu, J., Davis, P., Choi, J., Germaschewski, K., Huck, K., Huebl, A., Kim, M., Kress, J., Kurc, T., Liu, Q., Logan, J., Mehta, K., Ostrouchov, G., Parashar, M., Poeschel, F. & 9 others, Pugmire, D., Suchyta, E., Takahashi, K., Thompson, N., Tsutsumi, S., Wan, L., Wolf, M., Wu, K. & Klasky, S., Jul 1 2020, In: SoftwareX. 12, 100561.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Application programming interfaces (API)
  • Information management
  • Wide area networks
  • Supercomputers
  • Personal computers
  8 Scopus citations

• A discrete wavelet transform and singular value decomposition-based digital video watermark method

  Liu, Q., Yang, S., Liu, J., Xiong, P. & Zhou, M., Sep 2020, In: Applied Mathematical Modelling. 85, p. 273-293 21 p.

  Research output: Contribution to journal › Article › peer-review

  • Digital Video
  • Watermark
  • Wavelet Transform
  • Singular value decomposition
  • Discrete wavelet transforms
  2 Scopus citations

• Adsorption-induced deformation of mesoporous materials with corrugated cylindrical pores

  Kolesnikov, A. L., Budkov, Y. A. & Gor, G. Y., Nov 21 2020, In: Journal of Chemical Physics. 153, 19, 194703.

  Research output: Contribution to journal › Article › peer-review

  • Mesoporous materials
  • Solvation
  • Adsorption
  • solvation
  • adsorption

• Advancing Non-negative Latent Factorization of Tensors with Diversified Regularizations

  Wu, H., Luo, X. & Zhou, M. C., Jan 1 2020, (Accepted/In press) In: IEEE Transactions on Services Computing.

  Research output: Contribution to journal › Article › peer-review

  • Regularization
  • Factorization
  • Tensors
  • Prediction Accuracy
  • Web Services
  4 Scopus citations

• Adversarial Transform Networks for Unsupervised Transfer Learning

  Cai, G., Wang, Y., He, L. & Zhou, M., Oct 30 2020, 2020 IEEE International Conference on Networking, Sensing and Control, ICNSC 2020. Institute of Electrical and Electronics Engineers Inc., 9238125. (2020 IEEE International Conference on Networking, Sensing and Control, ICNSC 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Transfer Learning
  • Unsupervised Learning
  • Transfer (Psychology)
  • Mathematical transformations
  • Transform

• A Dynamic Evolution Mechanism for IoV Community in an Urban Scene

  Cheng, J. J., Cao, C. R., Zhou, M. C., Liu, C., Gao, S. C. & Jiang, C. J., 2020, (Accepted/In press) In: IEEE Internet of Things Journal.

  Research output: Contribution to journal › Article › peer-review

  • Internet
  • Complex networks
  • Merging
  • Computational complexity

• A fast integral equation method for the two-dimensional Navier-Stokes equations

  af Klinteberg, L., Askham, T. & Kropinski, M. C., May 15 2020, In: Journal of Computational Physics. 409, 109353.

  Research output: Contribution to journal › Article › peer-review

  • Integral Equation Method
  • Integral equations
  • Navier Stokes equations
  • Navier-Stokes equation
  • integral equations
  2 Scopus citations

• A Fluid Mechanics-Based Data Flow Model to Estimate VANET Capacity

  Cheng, J., Yuan, G., Zhou, M., Gao, S., Liu, C. & Duan, H., Jun 2020, In: IEEE Transactions on Intelligent Transportation Systems. 21, 6, p. 2603-2614 12 p., 8738878.

  Research output: Contribution to journal › Article › peer-review

  • Fluid mechanics
  • Vehicular ad hoc networks
  • Data communication systems
  • Wireless networks
  • Pipelines
  14 Scopus citations

• A general expression for linearized properties of swollen elastomers undergoing large deformations

  Okumura, D., Kawabata, H. & Chester, S. A., Feb 2020, In: Journal of the Mechanics and Physics of Solids. 135, 103805.

  Research output: Contribution to journal › Article › peer-review

  • Elastomers
  • elastomers
  • Elastic moduli
  • Free energy
  • Poisson ratio
  5 Scopus citations

• A guidance framework for synthesis of multi-core reconfigurable real-time systems

  Lakhdhar, W., Mzid, R., Khalgui, M., Frey, G., Li, Z. & Zhou, M. C., Oct 2020, In: Information sciences. 539, p. 327-346 20 p.

  Research output: Contribution to journal › Article › peer-review

  • Reconfigurable Systems
  • Guidance
  • Real-time
  • Real time systems
  • Synthesis

• A Historiography of Human-Computer Interaction

  Petrick, E. R., Oct 1 2020, In: IEEE Annals of the History of Computing. 42, 4, p. 8-23 16 p., 9140327.

  Research output: Contribution to journal › Article › peer-review

  • Historiography
  • Human-Computer Interaction (HCI)
  • Human computer interaction
  • Interfaces (computer)
  • History

• A hybrid positioning system for location-based services: Design and implementation

  Guo, X., Ansari, N., Li, L. & Duan, L., May 2020, In: IEEE Communications Magazine. 58, 5, p. 90-96 7 p., 9112749.

  Research output: Contribution to journal › Article › peer-review

  • Location based services
  • Bluetooth
  • Network protocols
  • Information fusion
  • Zigbee
  5 Scopus citations

• AI-based modeling and data-driven evaluation for smart manufacturing processes

  Ghahramani, M., Qiao, Y., Zhou, M. C., Hagan, A. O. & Sweeney, J., Jul 2020, In: IEEE/CAA Journal of Automatica Sinica. 7, 4, p. 1026-1037 12 p., 9049451.

  Research output: Contribution to journal › Article › peer-review

  • Semiconductor materials
  • Advanced Analytics
  • Neural networks
  • Information management
  • Internet of things
  18 Scopus citations

• Alcohol induces programmed death receptor-1 and programmed death-ligand-1 differentially in neuroimmune cells

  Mishra, V., Agas, A., Schuetz, H., Kalluru, J. & Haorah, J., Aug 2020, In: Alcohol. 86, p. 65-74 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Macrophages
  • Death Domain Receptors
  • Microglia
  • Astrocytes
  • Ethanol
  1 Scopus citations

• Alterations in Cortical Activity due to Robotic Gait Training in Traumatic Brain Injury

  Karunakaran, K. K., Nisenson, D. M. & Nolan, K. J., Jul 2020, 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society: Enabling Innovative Technologies for Global Healthcare, EMBC 2020. Institute of Electrical and Electronics Engineers Inc., p. 3224-3227 4 p. 9175764. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2020-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Exoskeleton Device
  • Exoskeleton (Robotics)
  • Robotics
  • Traumatic Brain Injury
  • Gait

• Altered functional connectivity of the thalamus induced by modified electroconvulsive therapy for schizophrenia

  Wang, J., Jiang, Y., Tang, Y., Xia, M., Curtin, A., Li, J., Sheng, J., Zhang, T., Li, C., Hui, L., Zhu, H., Biswal, B. B., Jia, Q., Luo, C. & Wang, J., Apr 2020, In: Schizophrenia Research. 218, p. 209-218 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Electroconvulsive Therapy
  • Thalamus
  • Schizophrenia
  • Putamen
  • Antipsychotic Agents
  1 Scopus citations

• Altered gut microbiota associated with symptom severity in schizophrenia

  Li, S., Zhuo, M., Huang, X., Huang, Y., Zhou, J., Xiong, D., Li, J., Liu, Y., Pan, Z., Li, H., Chen, J., Li, X., Xiang, Z., Wu, F. & Wu, K., 2020, In: PeerJ. 8, 9574.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Biosynthesis
  • schizophrenia
  • Metabolism
  • intestinal microorganisms
  • Gastrointestinal Microbiome

• A macro perspective on the relationship between farm size and agrochemicals use in china

  Xie, L., Qiu, Z., You, L. & Kang, Y., Nov 1 2020, In: Sustainability (Switzerland). 12, 21, p. 1-17 17 p., 9299.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • farm size
  • agrochemical
  • Farms
  • farm
  • Macros
  1 Scopus citations

• A Method for the Estimation of f-and p-mode Parameters and Rotational Splitting Coefficients from Un-averaged Solar Oscillation Power Spectra

  Reiter, J., Rhodes, E. J., Kosovichev, A. G., Scherrer, P. H., Larson, T. P. & Ii, S. F. P., May 1 2020, In: Astrophysical Journal. 894, 1, 80.

  Research output: Contribution to journal › Article › peer-review

  • solar oscillations
  • power spectra
  • oscillation
  • coefficients
  • inversion
  1 Scopus citations

• A more comprehensive and quantitative approach to corporate sustainability

  Wright, J. M. & Caudill, R. J., Jul 2020, In: Environmental Impact Assessment Review. 83, 106409.

  Research output: Contribution to journal › Article › peer-review

  • sustainability
  • environmental burden
  • mining industry
  • social justice
  • industry

• A multi-path 2.5 dimensional convolutional neural network system for segmenting stroke lesions in brain MRI images

  Xue, Y., Farhat, F. G., Boukrina, O., Barrett, A. M., Binder, J. R., Roshan, U. W. & Graves, W. W., 2020, In: NeuroImage: Clinical. 25, 102118.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Stroke
  • Datasets
  • Magnetic Resonance Imaging
  • Brain
  • Forests
  10 Scopus citations

• A multi-path decoder network for brain tumor segmentation

  Xue, Y., Xie, M., Farhat, F. G., Boukrina, O., Barrett, A. M., Binder, J. R., Roshan, U. W. & Graves, W. W., 2020, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 5th International Workshop, BrainLes 2019, Held in Conjunction with MICCAI 2019, Revised Selected Papers. Crimi, A. & Bakas, S. (eds.). Springer, p. 255-265 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11993 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Brain Tumor
  • Multipath
  • Segmentation
  • Tumor
  • Tumors
  1 Scopus citations

• An adaptive and secure traffic information forwarding mechanism in Internet of Vehicles

  Fan, N., Duan, Z., Wu, C. Q., Zhu, G., Yang, J. & Zhu, Y., Dec 1 2020, In: International Journal of Communication Systems. 33, 18, e4612.

  Research output: Contribution to journal › Article › peer-review

  • Internet
  • Vehicle transmissions
  • Information services
  • Topology

• An Adaptive Deep Belief Network with Sparse Restricted Boltzmann Machines

  Wang, G., Qiao, J., Bi, J., Jia, Q. S. & Zhou, M. C., Oct 2020, In: IEEE Transactions on Neural Networks and Learning Systems. 31, 10, p. 4217-4228 12 p., 8941264.

  Research output: Contribution to journal › Article › peer-review

  • Bayesian networks
  • Tuning
  • Backpropagation algorithms
  • Time series
  • Identification (control systems)
  9 Scopus citations

• An Algorithm of Inductively Identifying Clusters from Attributed Graphs

  Hu, L., Yang, S., Luo, X. & Zhou, M. C., 2020, (Accepted/In press) In: IEEE Transactions on Big Data.

  Research output: Contribution to journal › Article › peer-review

  • Graph
  • Clustering algorithms
  • Node
  • Clustering
  • Clustering Algorithm
  3 Scopus citations

• Analysis of the effects of visibility and warning devices on driver injury severity at highway-rail grade crossings considering temporal transferability of data

  Khales, S. D., Chien, S., Lee, J. & Dimitrijevic, B., Apr 2 2020, In: International Journal of Injury Control and Safety Promotion. 27, 2, p. 243-252 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Visibility
  • Rails
  • driver
  • Equipment and Supplies
  • Wounds and Injuries

• Analysis of the impacts of risk factors on teenage and older driver injury severity using random-parameter ordered probit

  Darban Khales, S., Kunt, M. M. & Dimitrijevic, B., 2020, In: Canadian Journal of Civil Engineering. 47, 11, p. 1249-1257 9 p.

  Research output: Contribution to journal › Article › peer-review

  • risk factor
  • Alcohols
  • parameter
  • analysis
  • Lighting
  1 Scopus citations

• Analyzing drivers' perceived service quality of variable message signs (VMS)

  Ma, Z., Luo, M., Chien, S. I. J., Hu, D. & Zhao, X., Oct 2020, In: PloS one. 15, 10 October, e0239394.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Variable message signs
  • traffic
  • Quality of service
  • Traffic congestion
  • Beijing