Computer Science

Research output

Research output per year 1999 2019 2021 2023

• 587 Citations
• 10 h-index
• 84 Conference contribution
• 44 Article
• 6 Paper
• 3 Chapter
• 7 More
  • 3 Editorial
  • 3 Review article
  • 1 Conference article

Research output per year

Research output per year

Search results

• 2022

  A3C-based Computation Offloading and Service Caching in Cloud-Edge Computing Networks

  Wang, Z., Li, M., Zhao, L., Zhou, H. & Wang, N., 2022, INFOCOM WKSHPS 2022 - IEEE Conference on Computer Communications Workshops. Institute of Electrical and Electronics Engineers Inc., (INFOCOM WKSHPS 2022 - IEEE Conference on Computer Communications Workshops).

  Rowan University

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

  • Edge computing 100%
  • Cloud Services 79%
  • Fees 70%
  • Nonlinear programming 29%
  • Nonlinear Programming 23%

• Peer GradingWithout Protest: The SPARKApproach to Summative Peer Assessment

  Kay, J. S., Feb 22 2022, SIGCSE 2022 - Proceedings of the 53rd ACM Technical Symposium on Computer Science Education. Association for Computing Machinery, Inc, p. 119-125 7 p. (SIGCSE 2022 - Proceedings of the 53rd ACM Technical Symposium on Computer Science Education; vol. 1).

  Rowan University

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

  • homework 100%
  • protest 94%
  • Students 80%
  • grading 57%
  • Computer science 27%

• Removing Target Defense for Internet-Controlled Systems

  Heydari, V., 2022, Proceedings of the 2022 IEEE International Conference on Dependable, Autonomic and Secure Computing, International Conference on Pervasive Intelligence and Computing, International Conference on Cloud and Big Data Computing, International Conference on Cyber Science and Technology Congress, DASC/PiCom/CBDCom/CyberSciTech 2022. Fortino, G., Gravina, R., Guerrieri, A. & Savaglio, C. (eds.). Institute of Electrical and Electronics Engineers Inc., (Proceedings of the 2022 IEEE International Conference on Dependable, Autonomic and Secure Computing, International Conference on Pervasive Intelligence and Computing, International Conference on Cloud and Big Data Computing, International Conference on Cyber Science and Technology Congress, DASC/PiCom/CBDCom/CyberSciTech 2022).

  Rowan University

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

  • Internet protocols 100%
  • Target 73%
  • Internet 58%
  • World Wide Web 56%
  • Network Protocols 38%

• ViewClassifier: Visual Analytics on Performance Analysis for Imbalanced Fatal Accident Data

  Alicioglu, G. & Sun, B., 2022, Intelligent Systems and Applications - Proceedings of the 2021 Intelligent Systems Conference, IntelliSys. Arai, K. (ed.). Springer Science and Business Media Deutschland GmbH, p. 481-501 21 p. (Lecture Notes in Networks and Systems; vol. 296).

  Rowan University

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

  • Accidents 100%
  • Visualization 96%
  • Highway accidents 46%
  • Learning algorithms 34%
  • Machine learning 30%
• 2021

  Accelerate Cooperative Deep Inference via Layer-wise Processing Schedule Optimization

  Wang, N., Duan, Y. & Wu, J., Jul 2021, 30th International Conference on Computer Communications and Networks, ICCCN 2021. Institute of Electrical and Electronics Engineers Inc., (Proceedings - International Conference on Computer Communications and Networks, ICCCN; vol. 2021-July).

  Rowan University

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

  • Deep neural networks 100%
  • Internet of things 43%
  • Network layers 28%
  • Communication 25%
  • NP-hard 24%

• A Visual Analytics Approach to Explore Potential Anomalous Behavior in Corporate Communication

  Sun, B. & Pang, C., Feb 2 2021, ICCDA 2021 - Proceedings of the 2021 5th International Conference on Compute and Data Analysis. Association for Computing Machinery, p. 119-128 10 p. 3456550. (ACM International Conference Proceeding Series).

  Rowan University

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

  • Communication 100%
  • Electronic mail 72%
  • Visualization 51%
  • Machine learning 48%
  • Industry 28%

• Comparison of One-Stage Object Detection Models for Weed Detection in Mulched Onions

  Sanchez, P. R., Zhang, H., Ho, S. S. & De Padua, E., 2021, IST 2021 - IEEE International Conference on Imaging Systems and Techniques, Proceedings. Institute of Electrical and Electronics Engineers Inc., (IST 2021 - IEEE International Conference on Imaging Systems and Techniques, Proceedings).

  Rowan University

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

  • Onion 100%
  • Weeds 95%
  • Object detection 67%
  • Weed control 57%
  • Deep learning 29%

• Ensemble Learning using Error Correcting Output Codes: New Classification Error Bounds

  Nguyen, H. D., Khan, M. S., Kaegi, N., Ho, S. S., Moore, J., Borys, L. & Lavalva, L., 2021, Proceedings - 2021 IEEE 33rd International Conference on Tools with Artificial Intelligence, ICTAI 2021. IEEE Computer Society, p. 719-723 5 p. (Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI; vol. 2021-November).

  Rowan University

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

  • Learning systems 100%
  • Classifiers 27%
  • Machine learning 14%

• Handling Rebalancing Problem in Shared Mobility Services via Reinforcement Learning-based Incentive Mechanism

  Schofield, M., Ho, S. S. & Wang, N., Sep 19 2021, 2021 IEEE International Intelligent Transportation Systems Conference, ITSC 2021. Institute of Electrical and Electronics Engineers Inc., p. 3381-3386 6 p. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC; vol. 2021-September).

  Rowan University

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

  • Reinforcement learning 100%

• Inaudible Manipulation of Voice-Enabled Devices through BackDoor Using Robust Adversarial Audio Attacks: Invited Paper

  Kasher, M., Zhao, M., Greenberg, A., Gulati, D., Kokalj-Filipovic, S. & Spasojevic, P., Jun 28 2021, WiseML 2021 - Proceedings of the 3rd ACM Workshop on Wireless Security and Machine Learning. Association for Computing Machinery, Inc, p. 37-42 6 p. (WiseML 2021 - Proceedings of the 3rd ACM Workshop on Wireless Security and Machine Learning).

  Rowan University

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

  • Microphones 100%
  • Speech processing 59%
  • Transcription 55%
  • Acoustic waves 37%
  • Neural networks 29%

• Numerical and simulation verification for optimal server allocation in edge computing

  Asikaburu, C., Shang, J., Wang, N. & Li, D., Apr 21 2021, 2021 IEEE International IOT, Electronics and Mechatronics Conference, IEMTRONICS 2021 - Proceedings. Chakrabarti, S., Paul, R., Gill, B., Gangopadhyay, M. & Poddar, S. (eds.). Institute of Electrical and Electronics Engineers Inc., 9422538. (2021 IEEE International IOT, Electronics and Mechatronics Conference, IEMTRONICS 2021 - Proceedings).

  Montclair State University, Rowan University

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

  • Numerical Verification 100%
  • Edge computing 89%
  • Server 77%
  • Numerical Simulation 54%
  • Servers 52%

• Practical Training for RF Fingerprinting of Commercial Transmitters at the Edge

  Kokalj-Filipovic, S., Boegner, L. & Miller, R. D., 2021, 2021 IEEE Globecom Workshops, GC Wkshps 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (2021 IEEE Globecom Workshops, GC Wkshps 2021 - Proceedings).

  Rowan University

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

  • Matched filters 100%
  • Transmitters 71%
  • Ridge Regression 55%
  • Filter 49%
  • Authentication 29%

• Reinforcement learning for energy-efficient edge caching in mobile edge networks

  Zheng, H., Zhou, H., Wang, N., Chen, P. & Xu, S., May 10 2021, IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2021. Institute of Electrical and Electronics Engineers Inc., 9484635. (IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2021).

  Rowan University

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

  • Reinforcement Learning 100%
  • Reinforcement learning 78%
  • Energy Consumption 72%
  • Optimization Problem 72%
  • Energy 60%

• Reservoir-Based Distributed Machine Learning for Edge Operation of Emitter Identification

  Kokalj-Filipovic, S., Toliver, P., Johnson, W. & Miller, R., 2021, MILCOM 2021 - 2021 IEEE Military Communications Conference. Institute of Electrical and Electronics Engineers Inc., p. 96-101 6 p. (Proceedings - IEEE Military Communications Conference MILCOM; vol. 2021-November).

  Rowan University

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

  • Machine learning 100%
  • Classifiers 96%
  • Authentication 77%
  • Multilayer neural networks 46%
  • Time series 39%

• Reservoir Based Edge Training on RF Data to Deliver Intelligent and Efficient IoT Spectrum Sensors

  Kokalj-Filipovic, S., Toliver, P., Johnson, W. & Miller, R., Aug 2021, Proceedings - 2021 IEEE International Conference on Smart Computing, SMARTCOMP 2021. Institute of Electrical and Electronics Engineers Inc., p. 17-24 8 p. (Proceedings - 2021 IEEE International Conference on Smart Computing, SMARTCOMP 2021).

  Rowan University

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

  • Radio Frequency 100%
  • Sensor 76%
  • Internet of things 54%
  • Computer hardware 38%
  • Sensors 33%

• SCADA Testbed Implementation, Attacks, and Security Solutions

  Stranahan, J., Soni, T., Carpenter, J. & Heydari, V., 2021, Advances in Information and Communication - Proceedings of the 2021 Future of Information and Communication Conference, FICC. Arai, K. (ed.). Springer Science and Business Media Deutschland GmbH, p. 736-755 20 p. (Advances in Intelligent Systems and Computing; vol. 1363 AISC).

  Rowan University

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

  • SCADA systems 100%
  • Testbeds 77%
  • Data acquisition 68%
  • Water treatment plants 39%
  • Network protocols 36%

• Using Least-Significant Bit and Random Pixel Encoding with Encryption for Image Steganography

  Soni, T., Baird, R., Lobo, A. & Heydari, V., 2021, National Cyber Summit Research Track, NCS 2020. Choo, K-K. R., Morris, T., Imsand, E. & Peterson, G. L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 139-153 15 p. (Advances in Intelligent Systems and Computing; vol. 1271 AISC).

  Rowan University

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

  • Steganography 100%
  • Cryptography 69%
  • Pixels 63%
• 2020

  An Error-Correcting Output Code Framework for Lifelong Learning without a Teacher

  Ho, S. S., Marchiano, M., Zockoll, S. & Nguyen, H., Nov 2020, Proceedings - IEEE 32nd International Conference on Tools with Artificial Intelligence, ICTAI 2020. Alamaniotis, M. & Pan, S. (eds.). IEEE Computer Society, p. 249-254 6 p. 9288216. (Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI; vol. 2020-November).

  Rowan University

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

  • System theory 100%
  • Error detection 97%
  • Intelligent systems 90%
  • Learning systems 90%
  • Labels 75%

• A new security framework for remote patient monitoring devices

  Heydari, V., Oct 20 2020, 2020 International Symposium on Networks, Computers and Communications, ISNCC 2020. Institute of Electrical and Electronics Engineers Inc., 9297214. (2020 International Symposium on Networks, Computers and Communications, ISNCC 2020).

  Rowan University

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

  • Remote patient monitoring 100%
  • Pacemakers 84%
  • Monitoring 63%
  • Connectivity 56%
  • Framework 35%

• Assessing Accident Risk using Ordinal Regression and Multinomial Logistic Regression Data Generation

  Alicioglu, G., Sun, B. & Ho, S. S., Jul 2020, 2020 International Joint Conference on Neural Networks, IJCNN 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9207105. (Proceedings of the International Joint Conference on Neural Networks).

  Rowan University

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

  • Logistic regression 100%
  • Accidents 71%
  • Risk assessment 65%
  • Logistics 60%

• Brake data-based location tracking in usage-based automotive insurance programs

  Sarker, A., Qiu, C., Shen, H., Uehara, H. & Zheng, K., Apr 2020, Proceedings - 2020 19th ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN 2020. Institute of Electrical and Electronics Engineers Inc., p. 229-240 12 p. 9111047. (Proceedings - 2020 19th ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN 2020).

  Rowan University

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

  • Insurance 100%
  • Brakes 81%
  • Traffic signs 32%
  • Traffic Flow 19%
  • Bus 14%
  1 Scopus citations

• Detecting acoustic backdoor transmission of inaudible messages using deep learning

  Kokalj-Filipovic, S., Kasher, M., Zhao, M. & Spasojevic, P., Jul 13 2020, WiseML 2020 - Proceedings of the 2nd ACM Workshop on Wireless Security and Machine Learning. Association for Computing Machinery, p. 80-85 6 p. (WiseML 2020 - Proceedings of the 2nd ACM Workshop on Wireless Security and Machine Learning).

  Rowan University

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

  • Deep learning 100%
  • Acoustics 91%
  • Classifiers 79%
  • Neural networks 22%
  • Ultrasonics 15%

• Reducing makespans of DAG scheduling through interleaving overlapping resource utilization

  Duan, Y., Wang, N. & Jie, W., Dec 2020, Proceedings - 2020 IEEE 17th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2020. Institute of Electrical and Electronics Engineers Inc., p. 392-400 9 p. 9356023. (Proceedings - 2020 IEEE 17th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2020).

  Rowan University

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

  • Directed Acyclic Graph 100%
  • Resource Utilization 79%
  • Makespan 75%
  • Overlapping 71%
  • Reinforcement Learning 51%

• Time-Efficient Geo-Obfuscation to Protect Worker Location Privacy over Road Networks in Spatial Crowdsourcing

  Qiu, C., Squicciarini, A., Li, Z., Pang, C. & Yan, L., Oct 19 2020, CIKM 2020 - Proceedings of the 29th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 1275-1284 10 p. (International Conference on Information and Knowledge Management, Proceedings).

  Rowan University

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

  Open Access

  • Road Network 100%
  • Crowdsourcing 89%
  • Privacy 68%
  • Workers 55%
  • Task Assignment 45%
• 2019

  Accuracy of clustering prediction of PAM and K-modes algorithms

  Dixon, M. G., Genov, S., Hnatyshin, V. & Thayasivam, U., Jan 1 2019, Advances in Information and Communication Networks - Proceedings of the 2018 Future of Information and Communication Conference FICC, Vol. 1. Bhatia, R., Arai, K. & Kapoor, S. (eds.). Springer Verlag, p. 330-345 16 p. (Advances in Intelligent Systems and Computing; vol. 886).

  Rowan University

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

  • Pulse amplitude modulation 100%
  • Clustering algorithms 70%
  1 Scopus citations

• Adversarial examples in RF deep learning: Detection and physical robustness

  Kokalj-Filipovic, S., Miller, R. & Vanhoy, G., Nov 2019, GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings. Institute of Electrical and Electronics Engineers Inc., 8969138. (GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings).

  Rowan University

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

  • Radio Frequency 100%
  • Deep Learning 90%
  • Robustness 80%
  • Deep learning 58%
  • Statistical Tests 31%

• A Geo-Obfuscation Approach to Protect Worker Location Privacy in Spatial Crowdsourcing Systems

  Pang, C., Qiu, C. & Wang, N., Nov 2019, Proceedings - 2019 IEEE 16th International Conference on Mobile Ad Hoc and Smart Systems Workshops, MASSW 2019. Institute of Electrical and Electronics Engineers Inc., p. 166-167 2 p. 9059317. (Proceedings - 2019 IEEE 16th International Conference on Mobile Ad Hoc and Smart Systems Workshops, MASSW 2019).

  Rowan University

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

  • Location Privacy 100%
  • Obfuscation 72%
  • Crowdsourcing 56%
  • Privacy 41%
  • Task Assignment 29%
  1 Scopus citations

• A Martingale-based approach for flight behavior anomaly detection

  Ho, S. S., Schofield, M., Sun, B., Snouffer, J. & Kirschner, J., Jun 2019, Proceedings - 2019 20th International Conference on Mobile Data Management, MDM 2019. Institute of Electrical and Electronics Engineers Inc., p. 43-52 10 p. 8788752. (Proceedings - IEEE International Conference on Mobile Data Management; vol. 2019-June).

  Rowan University

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

  • Anomaly detection 100%
  • Time delay 39%
  • Random processes 25%
  • Logistics 21%
  • Monitoring 13%
  1 Scopus citations

• An Experimental Study of Cellular Data Offloading in Urban and University Scenarios

  Wang, J. & Wang, N., Nov 2019, Proceedings - 2019 IEEE 16th International Conference on Mobile Ad Hoc and Smart Systems Workshops, MASSW 2019. Institute of Electrical and Electronics Engineers Inc., p. 174-175 2 p. 9059526. (Proceedings - 2019 IEEE 16th International Conference on Mobile Ad Hoc and Smart Systems Workshops, MASSW 2019).

  Rowan University

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

  • Latency 100%
  • Experimental Study 95%
  • Mobile Devices 69%
  • Scenarios 69%
  • Mobile computing 64%

• An immersive visual analytics platform for multidimensional dataset

  Sun, B., Fritz, A. & Xu, W., Jun 2019, Proceedings - 18th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2019. Xu, S., Wang, Y., Shi, M., Shang, W., Liu, J. & Zhang, K. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 24-29 6 p. 8940260. (Proceedings - 18th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2019).

  Rowan University

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

  • Visual Analytics 100%
  • Virtual Reality 85%
  • Visualization 55%
  • Virtual reality 44%
  • Virtual Laboratory 33%
  2 Scopus citations

• Apples to apples: Differences in viewer retention when longer content is chopped into smaller bites

  Kay, J. S., Lambe, C., Nolan, T. J., Grello, T. M. & Breitzman, A., Jun 24 2019, Proceedings of the 6th 2019 ACM Conference on Learning at Scale, L@S 2019. Association for Computing Machinery, Inc, (Proceedings of the 6th 2019 ACM Conference on Learning at Scale, L@S 2019).

  Rowan University

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

  • video 100%
  • Robots 86%
  • robot 12%
  • interpretation 7%
  • time 4%

• AutoEncoders for Training Compact Deep Learning RF Classifiers for Wireless Protocols

  Kokalj-Filipovic, S., Miller, R. & Morman, J., Jul 2019, 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2019. Institute of Electrical and Electronics Engineers Inc., 8815550. (IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC; vol. 2019-July).

  Rowan University

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

  • Deep learning 100%
  • Classifiers 79%
  • Mobile computing 47%

• Automated information foraging for sensemaking

  Dibona, P. & Ho, S. S., 2019, Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications. Pham, T. (ed.). SPIE, 110060D. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11006).

  Rowan University

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

  • Foraging 100%
  • Corpus 51%
  • Semantics 45%
  • Semantic Network 32%
  • Information retrieval 32%

• AutoWaze: Towards automatic event inference in intelligent transportation systems

  Wang, N. & Wang, Y., Oct 2019, 27th IEEE International Conference on Network Protocols, ICNP 2019. IEEE Computer Society, 8888059. (Proceedings - International Conference on Network Protocols, ICNP; vol. 2019-October).

  Rowan University

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

  • Mobile computing 100%
  • Crowdsourcing 69%
  • Monitoring 66%
  • Testbeds 57%
  • Computer vision 50%

• Bundle Charging: Wireless charging energy minimization in dense wireless sensor networks

  Wang, N., Wu, J. & Dai, H., Jul 2019, Proceedings - 2019 39th IEEE International Conference on Distributed Computing Systems, ICDCS 2019. Institute of Electrical and Electronics Engineers Inc., p. 810-820 11 p. 8885022. (Proceedings - International Conference on Distributed Computing Systems; vol. 2019-July).

  Rowan University

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

  • Wireless charging 100%
  • Wireless sensor networks 56%
  • Trajectories 50%
  • Sensors 21%
  • Planning 13%
  9 Scopus citations

• Cost-efficient resource provision for multiple mobile users in fog computing

  Lu, S., Wu, J., Duan, Y., Wang, N. & Fang, J., Dec 2019, Proceedings - 2019 IEEE 25th International Conference on Parallel and Distributed Systems, ICPADS 2019. IEEE Computer Society, p. 422-429 8 p. 8975880. (Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS; vol. 2019-December).

  Rowan University

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

  • Fog computing 100%
  • Costs 29%
  • Fog 10%
  • Approximation algorithms 10%
  • NP-hard 9%

• Cost-efficient worker trajectory planning optimization in spatial crowdsourcing platforms

  Wang, N. & Wu, J., Nov 2019, Proceedings - 2019 IEEE 16th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2019. Institute of Electrical and Electronics Engineers Inc., p. 64-72 9 p. 9077537. (Proceedings - 2019 IEEE 16th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2019).

  Rowan University

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

  • Crowdsourcing 100%
  • Trajectories 59%
  • Topology 57%
  • Planning 54%
  • Dynamic programming 41%

• Detecting (unusual) events in urban areas using bike-sharing data

  Lam, A., Schofield, M. & Shyang Ho, S., Nov 5 2019, Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Analytics for Local Events and News, LENS 2019. Chen, H., Iuricich, F. & Magdy, A. (eds.). Association for Computing Machinery, Inc, a5. (Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Analytics for Local Events and News, LENS 2019).

  Rowan University

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

  • Global positioning system 25%
  • Trajectories 20%
  • Sensors 15%
  1 Scopus citations

• Exploring Bias in the US Electoral College System via Big-Data Simulation

  Breitzman, A., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 4304-4312 9 p. 8622500. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

  Rowan University

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

  • Big data 100%

• Incentivizing distributive fairness for crowdsourcing workers

  Qiu, C., Squicciarini, A. & Hanrahan, B., 2019, 18th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2019. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 404-412 9 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 1).

  Rowan University

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

  • Crowdsourcing 100%
  • Wages 57%
  • Compensation and Redress 32%
  • Costs 16%
  6 Scopus citations

• Location privacy protection in vehicle-based spatial crowdsourcing via geo-indistinguishability

  Squicciarini, A. C. & Qiu, C., Jul 2019, Proceedings - 2019 39th IEEE International Conference on Distributed Computing Systems, ICDCS 2019. Institute of Electrical and Electronics Engineers Inc., p. 1061-1071 11 p. 8885076. (Proceedings - International Conference on Distributed Computing Systems; vol. 2019-July).

  Rowan University

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

  • Crowdsourcing 100%
  • Road vehicles 22%
  • Quality of service 22%
  • Linear programming 8%
  • Computational complexity 7%
  7 Scopus citations

• Mitigation of Adversarial Examples in RF Deep Classifiers Utilizing AutoEncoder Pre-trainings

  Kokalj-Filipovic, S., Miller, R., Chang, N. & Lau, C. L., May 2019, 2019 International Conference on Military Communications and Information Systems, ICMCIS 2019. Institute of Electrical and Electronics Engineers Inc., 8842663. (2019 International Conference on Military Communications and Information Systems, ICMCIS 2019).

  Rowan University

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

  • Deep learning 100%
  • Classifiers 79%
  • Phase shift keying 43%
  • Labeling 36%
  • Radar 30%

• Non-submodularity and approximability: Influence maximization in online social networks

  Zheng, H., Wang, N. & Wu, J., Jun 2019, 20th IEEE International Symposium on A World of Wireless, Mobile and Multimedia Networks, WoWMoM 2019. Institute of Electrical and Electronics Engineers Inc., 8793017. (20th IEEE International Symposium on A World of Wireless, Mobile and Multimedia Networks, WoWMoM 2019).

  Rowan University

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

  • NP-hard 100%
  • Structural properties 55%
  • Approximation algorithms 55%
  • Seed 53%
  • Marketing 49%
  2 Scopus citations

• Optimizing order dispatch for ride-sharing systems

  Duan, Y., Wang, N. & Wu, J., Jul 2019, ICCCN 2019 - 28th International Conference on Computer Communications and Networks. Institute of Electrical and Electronics Engineers Inc., 8847177. (Proceedings - International Conference on Computer Communications and Networks, ICCCN; vol. 2019-July).

  Rowan University

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

  • Dynamic programming 100%
  • Pickups 61%
  • Defects 35%
  • Industry 22%
  • Experiments 18%
  4 Scopus citations

• Policy based synthesis: Data generation and augmentation methods for RF machine learning

  Miller, R. D., Kokalj-Filipovic, S., Vanhoy, G. & Morman, J., Nov 2019, GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings. Institute of Electrical and Electronics Engineers Inc., 8969160. (GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings).

  Rowan University

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

  • Machine Learning 100%
  • Augmentation 95%
  • Machine learning 55%
  • Network protocols 51%
  • Bluetooth 39%

• Rating mechanisms for sustainability of crowdsourcing platforms

  Qiu, C., Squicciarini, A. & Rajtmajer, S., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2003-2012 10 p. (International Conference on Information and Knowledge Management, Proceedings).

  Rowan University

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

  Open Access

  • Crowdsourcing 100%
  • Sustainability 88%
  • Rating 82%
  • User Studies 39%
  • Heuristic Algorithm 32%
  2 Scopus citations

• Supervisory control and data acquisition testbed for research and education

  Stranahan, J., Soni, T. & Heydari, V., Mar 12 2019, 2019 IEEE 9th Annual Computing and Communication Workshop and Conference, CCWC 2019. Chakrabarti, S. & Saha, H. N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 85-89 5 p. 8666482. (2019 IEEE 9th Annual Computing and Communication Workshop and Conference, CCWC 2019).

  Rowan University

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

  • SCADA systems 100%
  • Testbeds 77%
  • Data acquisition 68%
  • Education 67%
  • Students 39%
  2 Scopus citations

• Supervisory Control and Data Acquisition Testbed Vulnerabilities and Attacks

  Stranahan, J., Soni, T. & Heydari, V., Apr 2019, 2019 IEEE SoutheastCon, SoutheastCon 2019. Institute of Electrical and Electronics Engineers Inc., 9020436. (Conference Proceedings - IEEE SOUTHEASTCON; vol. 2019-April).

  Rowan University

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

  • SCADA systems 100%
  • Testbeds 77%
  • Data acquisition 68%
  • Water treatment plants 29%
  • Network protocols 27%
  1 Scopus citations

• Targeted adversarial examples against RF deep classifiers

  Kokalj-Filipovic, S., Miller, R. & Morman, J., May 15 2019, WiseML 2019 - Proceedings of the 2019 ACM Workshop on Wireless Security and Machine Learning. Association for Computing Machinery, Inc, p. 6-11 6 p. (WiseML 2019 - Proceedings of the 2019 ACM Workshop on Wireless Security and Machine Learning).

  Rowan University

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

  • Deep learning 100%
  • Classifiers 79%
  • Modulation 57%
  • Demodulators 45%
  • Quadrature phase shift keying 43%

• Using Cartograms to Visualize Population Normalized Big-Data Sets

  Breitzman, A., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3575-3580 6 p. 8622217. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

  Rowan University

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

  • Big data 100%
  • Geometry 8%
  • Hot Temperature 6%