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• 2022

  Investigating the Factors Impacting Adversarial Attack and Defense Performances in Federated Learning

  Aljaafari, N., Nazzal, M., Sawalmeh, A. H., Khreishah, A., Anan, M., Algosaibi, A., Alnaeem, M. A., Aldalbahi, A., Alhumam, A. & Vizcarra, C. P., 2022, (Accepted/In press) In: IEEE Transactions on Engineering Management. p. 1-14 14 p.

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

• Investigation of Tryptic Protein Digestion in Microdroplets and in Bulk Solution

  Ai, Y., Xu, J., Gunawardena, H. P., Zare, R. N. & Chen, H., Jul 6 2022, In: Journal of the American Society for Mass Spectrometry. 33, 7, p. 1238-1249 12 p.

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

• IoT-Based Route Recommendation for an Intelligent Waste Management System

  Ghahramani, M., Zhou, M., Molter, A. & Pilla, F., Jul 15 2022, In: IEEE Internet of Things Journal. 9, 14, p. 11883-11892 10 p.

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

  Open Access
  4 Scopus citations

• iPSC-derived cranial neural crest-like cells can replicate dental pulp tissue with the aid of angiogenic hydrogel

  Kobayashi, Y., Nouet, J., Baljinnyam, E., Siddiqui, Z., Fine, D. H., Fraidenraich, D., Kumar, V. A. & Shimizu, E., Aug 2022, In: Bioactive Materials. 14, p. 290-301 12 p.

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

  Open Access
  2 Scopus citations

• Iterated Greedy Algorithms for Flow-Shop Scheduling Problems: A Tutorial

  Zhao, Z. Y., Zhou, M. C. & Liu, S. X., Jul 1 2022, In: IEEE Transactions on Automation Science and Engineering. 19, 3, p. 1941-1959 19 p.

  Research output: Contribution to journal › Article › peer-review
  22 Scopus citations

• Jamming Modulation: An Active Anti-Jamming Scheme

  Ma, J., Li, Q., Liu, Z., Du, L., Chen, H. & Ansari, N., 2022, (Accepted/In press) In: IEEE Transactions on Wireless Communications. p. 1 1 p.

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

• Joint Deployment Optimization and Flight Trajectory Planning for UAV Assisted IoT Data Collection: A Bilevel Optimization Approach

  Han, S., Zhu, K., Zhou, M. & Liu, X., Nov 1 2022, In: IEEE Transactions on Intelligent Transportation Systems. 23, 11, p. 21492-21504 13 p.

  Research output: Contribution to journal › Article › peer-review
  1 Scopus citations

• Joint Design of Radar Waveform and Detector via End-to-End Learning with Waveform Constraints

  Jiang, W., Haimovich, A. M. & Simeone, O., Feb 1 2022, In: IEEE Transactions on Aerospace and Electronic Systems. 58, 1, p. 552-567 16 p.

  Research output: Contribution to journal › Article › peer-review
  1 Scopus citations

• Joint Laser Charging and DBS Placement for Drone-Assisted Edge Computing

  Liu, W., Zhang, S. & Ansari, N., Jan 1 2022, In: IEEE Transactions on Vehicular Technology. 71, 1, p. 780-789 10 p.

  Research output: Contribution to journal › Article › peer-review
  3 Scopus citations

• Jointly Optimizing Client Selection and Resource Management in Wireless Federated Learning for Internet of Things

  Yu, L., Albelaihi, R., Sun, X., Ansari, N. & Devetsikiotis, M., Mar 15 2022, In: IEEE Internet of Things Journal. 9, 6, p. 4385-4395 11 p.

  Research output: Contribution to journal › Article › peer-review
  9 Scopus citations

• Joint Optimization of Zone Area and Headway for Demand Responsive Transit Service under Heterogeneous Environment

  Wang, L., Chien, S., Wirasinghe, S. C. & Kattan, L., Jul 2022, In: KSCE Journal of Civil Engineering. 26, 7, p. 3031-3042 12 p.

  Research output: Contribution to journal › Article › peer-review
  1 Scopus citations

• Joint Wireless Charging and Data Collection for UAV-Enabled Internet of Things Network

  Zhang, S., Liu, W. & Ansari, N., Dec 1 2022, In: IEEE Internet of Things Journal. 9, 23, p. 23852-23859 8 p.

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

• Key Opinion Leader and Business Growth: Econometrics and Machine Learning Approaches

  Ping, Y., Fresneda, J., Zhu, Y. & Hill, C., 2022, Advances in Digital Marketing and eCommerce - Third International Conference, 2022. Martínez-López, F. J. & Martinez, L. F. (eds.). Springer Science and Business Media B.V., p. 52-56 5 p. (Springer Proceedings in Business and Economics).

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

• Kinetics of the Gas-Phase Reaction of Hydroxyl Radicals with Dimethyl Methylphosphonate (DMMP) over an Extended Temperature Range (273–837 K)

  Zhang, X., Barkova, D. A., Koshlyakov, P. V., Gerasimov, I. E., Chesnokov, E. N. & Krasnoperov, L. N., Apr 1 2022, In: Molecules. 27, 7, 2301.

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

  Open Access

• Kullback-Leibler Divergence-Based Fuzzy C-Means Clustering Incorporating Morphological Reconstruction and Wavelet Frames for Image Segmentation

  Wang, C., Pedrycz, W., Li, Z. & Zhou, M., Aug 1 2022, In: IEEE Transactions on Cybernetics. 52, 8, p. 7612-7623 12 p.

  Research output: Contribution to journal › Article › peer-review
  1 Scopus citations

• KW-Sun: The Konus-Wind Solar Flare Database in Hard X-Ray and Soft Gamma-Ray Ranges

  Lysenko, A. L., Ulanov, M. V., Kuznetsov, A. A., Fleishman, G. D., Frederiks, D. D., Kashapova, L. K., Sokolova, Z. Y., Svinkin, D. S. & Tsvetkova, A. E., Sep 1 2022, In: Astrophysical Journal, Supplement Series. 262, 1, 32.

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

  Open Access

• LAGAM: A Length-Adaptive Genetic Algorithm With Markov Blanket for High-Dimensional Feature Selection in Classification

  Zhou, J., Wu, Q., Zhou, M. C., Wen, J., Al-Turki, Y. & Abusorrah, A., 2022, (Accepted/In press) In: IEEE Transactions on Cybernetics. p. 1-12 12 p.

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

• Large-eddy simulations with ClimateMachine v0.2.0: A new open-source code for atmospheric simulations on GPUs and CPUs

  Sridhar, A., Tissaoui, Y., Marras, S., Shen, Z., Kawczynski, C., Byrne, S., Pamnany, K., Waruszewski, M., Gibson, T. H., Kozdon, J. E., Churavy, V., Wilcox, L. C., Giraldo, F. X. & Schneider, T., Aug 12 2022, In: Geoscientific Model Development. 15, 15, p. 6259-6284 26 p.

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

  Open Access
  1 Scopus citations

• Large-scale Network Traffic Prediction With LSTM and Temporal Convolutional Networks

  Bi, J., Yuan, H., Xu, K., Ma, H. & Zhou, M. C., 2022, 2022 IEEE International Conference on Robotics and Automation, ICRA 2022. Institute of Electrical and Electronics Engineers Inc., p. 3865-3870 6 p. (Proceedings - IEEE International Conference on Robotics and Automation).

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

• Learning-Based Cuckoo Search Algorithm to Schedule a Flexible Job Shop With Sequencing Flexibility

  Lin, C. R., Cao, Z. C. & Zhou, M. C., 2022, (Accepted/In press) In: IEEE Transactions on Cybernetics. p. 1-13 13 p.

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

• Learning-Based Grey Wolf Optimizer for Stochastic Flexible Job Shop Scheduling

  Lin, C. R., Cao, Z. C. & Zhou, M. C., Oct 1 2022, In: IEEE Transactions on Automation Science and Engineering. 19, 4, p. 3659-3671 13 p.

  Research output: Contribution to journal › Article › peer-review
  4 Scopus citations

• Learning feedback molecular network models using integer linear programming

  Ozen, M., Emamian, E. S. & Abdi, A., Nov 1 2022, In: Physical biology. 19, 6, 066004.

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

• Learning How to Transfer From Uplink to Downlink via Hyper-Recurrent Neural Network for FDD Massive MIMO

  Liu, Y. & Simeone, O., Oct 1 2022, In: IEEE Transactions on Wireless Communications. 21, 10, p. 7975-7989 15 p.

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

• Learning to Broadcast for Ultra-Reliable Communication with Differential Quality of Service via the Conditional Value at Risk

  Karasik, R., Simeone, O., Jang, H. & Shamai, S., 2022, (Accepted/In press) In: IEEE Transactions on Communications. p. 1 1 p.

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

• Learning to Broadcast with Layered Division Multiplexing

  Karasik, R., Simeone, O. & Shamai Shitz, S., 2022, 2022 IEEE International Symposium on Information Theory, ISIT 2022. Institute of Electrical and Electronics Engineers Inc., p. 2696-2701 6 p. (IEEE International Symposium on Information Theory - Proceedings; vol. 2022-June).

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

• Left atrial adaptation in ischemic heart disease: insights from a cardiovascular magnetic resonance study

  Pavon, A. G., Masci, P. G., Pucci, L., Landi, A., Bermano, A., Vaxman, A., Gotsman, C., Rutz, T., Monney, P., Godihno, R., Saraiva Rodrigues, D., Muller, O., Valgimigli, M. & Schwitter, J., Jul 2022, In: International Journal of Cardiovascular Imaging. 38, 7, p. 1533-1543 11 p.

  Research output: Contribution to journal › Article › peer-review
  1 Scopus citations

• Leopard: Towards High Throughput-Preserving BFT for Large-scale Systems

  Hu, K., Guo, K., Tang, Q., Zhang, Z., Cheng, H. & Zhao, Z., 2022, Proceedings - 2022 IEEE 42nd International Conference on Distributed Computing Systems, ICDCS 2022. Institute of Electrical and Electronics Engineers Inc., p. 157-167 11 p. (Proceedings - International Conference on Distributed Computing Systems; vol. 2022-July).

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

• Leveraging Channel Noise for Sampling and Privacy via Quantized Federated Langevin Monte Carlo

  Zhang, Y., Liu, D. & Simeone, O., 2022, 2022 IEEE 23rd International Workshop on Signal Processing Advances in Wireless Communication, SPAWC 2022. Institute of Electrical and Electronics Engineers Inc., (IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC; vol. 2022-July).

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

• LightFD: Real-Time Fault Diagnosis with Edge Intelligence for Power Transformers

  Fu, X., Yang, K., Liu, M., Xing, T. & Wu, C., Jul 2022, In: Sensors. 22, 14, 5296.

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

  Open Access

• Lipid-Polymer Hybrid “Particle-in-Particle” Nanostructure Gene Delivery Platform Explored for Lyophilizable DNA and mRNA COVID-19 Vaccines

  Li, Z., Zhang, X. Q., Ho, W., Bai, X., Jaijyan, D. K., Li, F., Kumar, R., Kolloli, A., Subbian, S., Zhu, H. & Xu, X., Oct 5 2022, In: Advanced Functional Materials. 32, 40, 2204462.

  Research output: Contribution to journal › Article › peer-review
  2 Scopus citations

• Locality-based transfer learning on compression autoencoder for efficient scientific data lossy compression

  Wang, N., Liu, T., Wang, J., Liu, Q., Alibhai, S. & He, X., Sep 2022, In: Journal of Network and Computer Applications. 205, 103452.

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

• Locating Multiple Equivalent Feature Subsets in Feature Selection for Imbalanced Classification

  Han, S., Zhu, K., Zhou, M. C., Alhumade, H. & Abusorrah, A., 2022, (Accepted/In press) In: IEEE Transactions on Knowledge and Data Engineering. p. 1-14 14 p.

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

• Long Short-Term Indoor Positioning System via Evolving Knowledge Transfer

  Li, L., Guo, X., Zhang, Y., Ansari, N. & Li, H., Jul 1 2022, In: IEEE Transactions on Wireless Communications. 21, 7, p. 5556-5572 17 p.

  Research output: Contribution to journal › Article › peer-review
  2 Scopus citations

• Loss Aversion Robust Optimization Model Under Distribution and Mean Return Ambiguity

  Wang, J., Zhou, M. C., Guo, X., Qi, L. & Wang, X., 2022, (Accepted/In press) In: IEEE Transactions on Computational Social Systems. p. 1-10 10 p.

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

• M1M2: Deep-Learning-Based Real-Time Emotion Recognition from Neural Activity

  Akter, S., Prodhan, R. A., Pias, T. S., Eisenberg, D. & Fresneda Fernandez, J., Nov 2022, In: Sensors. 22, 21, 8467.

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

  Open Access

• Machine-learning-based monitoring and optimization of processing parameters in 3D printing

  Tamir, T. S., Xiong, G., Fang, Q., Yang, Y., Shen, Z., Zhou, M. C. & Jiang, J., 2022, (Accepted/In press) In: International Journal of Computer Integrated Manufacturing.

  Research output: Contribution to journal › Article › peer-review
  1 Scopus citations

• Machine Learning Driven UAV-assisted Edge Computing

  Zhang, L., Jabbari, B. & Ansari, N., 2022, 2022 IEEE Wireless Communications and Networking Conference, WCNC 2022. Institute of Electrical and Electronics Engineers Inc., p. 2220-2225 6 p. (IEEE Wireless Communications and Networking Conference, WCNC; vol. 2022-April).

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

• Machine Learning for Earnings Prediction: A Nonlinear Tensor Approach for Data Integration and Completion

  Uddin, A., Tao, X., Chou, C. C. & Yu, D., Nov 2 2022, Proceedings of the 3rd ACM International Conference on AI in Finance, ICAIF 2022. Association for Computing Machinery, Inc, p. 282-290 9 p. (Proceedings of the 3rd ACM International Conference on AI in Finance, ICAIF 2022).

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

• Machine learning for mathematical models of HCV kinetics during antiviral therapy

  Churkin, A., Kriss, S., Uziel, A., Goyal, A., Zakh, R., Cotler, S. J., Etzion, O., Shlomai, A., Rotstein, H. G., Dahari, H. & Barash, D., Jan 2022, In: Mathematical Biosciences. 343, 108756.

  Research output: Contribution to journal › Article › peer-review
  3 Scopus citations

• Machine Learning in Real-Time Internet of Things (IoT) Systems: A Survey

  Bian, J., Arafat, A. A., Xiong, H., Li, J., Li, L., Chen, H., Wang, J., Dou, D. & Guo, Z., Jun 1 2022, In: IEEE Internet of Things Journal. 9, 11, p. 8364-8386 23 p.

  Research output: Contribution to journal › Review article › peer-review
  2 Scopus citations

• Machine learning regression-based RETRO-VLP for real-time and stabilized indoor positioning

  Alenezi, A. H., Nazzal, M., Sawalmeh, A., Khreishah, A., Shao, S. & Almutiry, M., 2022, (Accepted/In press) In: Cluster Computing.

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

• Macrophage-Targeting Poly(lactide-co-glycolic acid) Nanoparticles Decorated with Multifunctional Brush Polymers

  Christau, S., López Ruiz, A., Habibi, N., Witte, J., Bannon, M. S., McEnnis, K. & Lahann, J., May 2022, In: Particle and Particle Systems Characterization. 39, 5, 2100284.

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

  Open Access

• Macroscopic Optical Coherence Tomography Imaging Enabled 3D Viewing and Printing of Artworks

  Zhou, X., In, D., Xiong, X., Yang, K., Chen, X., Bruhn, H. M. C., Liu, X. & Yang, Y., 2022, Digital Holography and Three-Dimensional Imaging, DH 2022. Optica Publishing Group (formerly OSA), W2A.18. (Optics InfoBase Conference Papers).

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

• Making accurate object detection at the edge: review and new approach

  Huang, Z., Yang, S., Zhou, M. C., Gong, Z., Abusorrah, A., Lin, C. & Huang, Z., Mar 2022, In: Artificial Intelligence Review. 55, 3, p. 2245-2274 30 p.

  Research output: Contribution to journal › Article › peer-review
  7 Scopus citations

• Manipulation of spin orientation via ferroelectric switching in Fe-doped Bi2 WO6 from first principles

  Inzani, K., Pokhrel, N., Leclerc, N., Clemens, Z., Ramkumar, S. P., Griffin, S. M. & Nowadnick, E. A., Feb 1 2022, In: Physical Review B. 105, 5, 054434.

  Research output: Contribution to journal › Article › peer-review
  1 Scopus citations

• Mapping circuit dynamics during function and dysfunction

  Gorur-Shandilya, S., Cronin, E. M., Schneider, A. C., Haddad, S. A., Rosenbaum, P., Bucher, D., Nadim, F. & Marder, E., Mar 2022, In: eLife. 11, e76579.

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

  Open Access
  3 Scopus citations

• Market segmentation in the emoji era

  Fresneda, J., Hui, J. & Hill, C., Mar 19 2022, In: Communications of the ACM. 65, 4, p. 105-112 8 p.

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

  Open Access

• MasterplanGAN: Facilitating the smart rendering of urban master plans via generative adversarial networks

  Ye, X., Du, J. & Ye, Y., Mar 2022, In: Environment and Planning B: Urban Analytics and City Science. 49, 3, p. 794-814 21 p.

  Research output: Contribution to journal › Article › peer-review
  5 Scopus citations

• Materials for Antireflection Coatings in Photovoltaics—An Overview

  Mehta, V., Conkel, C., Cochran, A. & Ravindra, N. M., 2022, TMS 2022 151st Annual Meeting and Exhibition Supplemental Proceedings. Springer Science and Business Media Deutschland GmbH, p. 350-365 16 p. (Minerals, Metals and Materials Series).

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

• Measurement of contagion spatial spread probability in public places: A case study on COVID-19

  Chen, L., Liu, X., Hu, T., Bao, S., Ye, X., Ma, N. & Zhou, X., Jun 2022, In: Applied Geography. 143, 102700.

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

  Open Access