Assured and Scalable Data Engineering, Center for (CASCADE)

Research output

Research output per year 1993 2016 2017 2018 2019 2023

• 605 Conference contribution
• 353 Article
• 60 Editorial
• 34 Chapter
• 43 More
  • 12 Conference article
  • 11 Review article
  • 10 Paper
  • 6 Comment/debate
  • 4 Book

Research output per year

Research output per year

Search results

• 2023

  Blockchains for Cybersecurity and AI Systems

  Boscovic, D., Candan, K. S., Jevtić, P., Lanchier, N., Pesic, S. & Salle, A. L., Jan 1 2023, Blockchains: Empowering Technologies and Industrial Applications. Wiley, p. 215-251 37 p.

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

  • Blockchain 100%
  • Security of data 80%
  • Machine learning 20%
  • Industry 18%
  • Graph theory 15%

• Managing Consensus in Distributed Transaction Systems

  Behrens, H. W., Candan, K. S. & Boscovic, D., Jan 1 2023, Blockchains: Empowering Technologies and Industrial Applications. Wiley, p. 53-89 37 p.

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

  Open Access

  • Blockchain 100%
  • Scalability 34%
  • Communication 21%
  • Costs 16%
• 2021

  Big geospatial data processing made easy: A working guide to geospark

  Yu, J. & Sarwat, M., May 7 2021, Handbook of Big Geospatial Data. Springer International Publishing, p. 35-53 19 p.

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

  • Sensor 100%
  • Climate change 93%
  • Climate Change 91%
  • Big data 76%
  • Regional planning 68%

• Geovisualization

  Maciejewski, R., Jan 1 2021, Handbook of Regional Science: Second and Extended Edition: With 238 Figures and 78 Tables. Springer Berlin Heidelberg, p. 1651-1670 20 p.

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

  • Visualization 100%
  • Knowledge Extraction 71%
  • Water 68%
  • Knowledge Discovery 60%
  • Moscow 56%

• Mitigating the CACHEKIT attack

  Gutierrez, M., Zhao, Z., Doupé, A., Shoshitaishvili, Y. & Ahn, G. J., Jan 1 2021, Frontiers in Hardware Security and Trust. Institution of Engineering and Technology, p. 173-196 24 p.

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

  • Virtualization 100%
• 2020

  Compressive sensing in practice and potential advancements

  Banerjee, A. & Gupta, S. K. S., Jan 1 2020, Compressive Sensing in Healthcare. Elsevier, p. 65-88 24 p.

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

  • Information theory 100%
  • Data visualization 98%
  • Data compression 94%
  • Mean square error 79%
  • Big data 77%

• Design techniques to improve the resilience of computing systems: Architectural layer

  Shrivastava, A., Lee, K., So, H., Jung, J. & Gali, P., Jan 1 2020, Cross-Layer Reliability of Computing Systems. Institution of Engineering and Technology, p. 43-94 52 p.

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

  • Flow control 100%
  • Transistors 88%
  • Data storage equipment 63%
  • Computer hardware 60%
• 2019

  Deep generative models for recommender systems

  Rakesh, V., Wang, S. & Liu, H., Jan 1 2019, Big Data Recommender Systems: Algorithms, Architectures, Big Data, Security and Trust. Institution of Engineering and Technology, p. 111-132 22 p.

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

  • Recommender systems 100%
  • Deep learning 59%
  • Factorization 16%

• Middleware for fog and edge computing: Design issues

  Pore, M., Chakati, V., Banerjee, A. & Gupta, S. K. S., Jan 7 2019, Fog and Edge Computing: Principles and Paradigms. Wiley, p. 125-144 20 p.

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

  • Fog computing 100%
  • Edge computing 93%
  • Middleware 76%
  • Fog 37%
  • Data acquisition 14%
  5 Scopus citations

• Patch before exploited: An approach to identify targeted software vulnerabilities

  Almukaynizi, M., Nunes, E., Dharaiya, K., Senguttuvan, M., Shakarian, J. & Shakarian, P., 2019, Intelligent Systems Reference Library. Springer Science and Business Media Deutschland GmbH, p. 81-113 33 p. (Intelligent Systems Reference Library; vol. 151).

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

  • Vulnerability 100%
  • vulnerability 88%
  • software 74%
  • Software 71%
  • Classifier 37%
  10 Scopus citations

• Toward generative narrative models of the course and resolution of conflict

  Corman, S. R., Ruston, S. W. & Tong, H., Mar 29 2019, Social-Behavioral Modeling for Complex Systems. Wiley, p. 121-144 24 p.

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

  • Large scale systems 100%
  3 Scopus citations
• 2018

  Applying argumentation models for cyber attribution

  Nunes, E., Shakarian, P., Simari, G. I. & Ruef, A., 2018, SpringerBriefs in Computer Science. 9783319737874 ed. Springer, p. 75-84 10 p. (SpringerBriefs in Computer Science; vol. 0, no. 9783319737874).

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

• Argumentation-based cyber attribution: The DeLP3E model

  Nunes, E., Shakarian, P., Simari, G. I. & Ruef, A., 2018, SpringerBriefs in Computer Science. 9783319737874 ed. Springer, p. 17-45 29 p. (SpringerBriefs in Computer Science; vol. 0, no. 9783319737874).

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

  • Logic programming 100%
  • Security of data 79%
  • Statistical Models 77%
  • Uncertainty 53%

• Baseline cyber attribution models

  Nunes, E., Shakarian, P., Simari, G. I. & Ruef, A., 2018, SpringerBriefs in Computer Science. 9783319737874 ed. Springer, p. 5-16 12 p. (SpringerBriefs in Computer Science; vol. 0, no. 9783319737874).

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

  • Security of data 100%

• Belief revision in DeLP3E

  Nunes, E., Shakarian, P., Simari, G. I. & Ruef, A., 2018, SpringerBriefs in Computer Science. 9783319737874 ed. Springer, p. 47-74 28 p. (SpringerBriefs in Computer Science; vol. 0, no. 9783319737874).

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

  • Mathematical operators 100%
  • Artificial intelligence 13%
  • Engineers 10%
  • Specifications 10%
  • Uncertainty 9%

• Conclusion

  Nunes, E., Shakarian, P., Simari, G. I. & Ruef, A., 2018, SpringerBriefs in Computer Science. 9783319737874 ed. Springer, p. 91 1 p. (SpringerBriefs in Computer Science; vol. 0, no. 9783319737874).

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

  • Machine learning 100%
  • Decision making 49%

• Conclusions

  Yao, Y., Su, X. & Tong, H., 2018, SpringerBriefs in Computer Science. Springer, p. 51-53 3 p. (SpringerBriefs in Computer Science).

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

• Data Capturing and Processing

  Yao, Y., Su, X. & Tong, H., 2018, SpringerBriefs in Computer Science. Springer, p. 7-16 10 p. (SpringerBriefs in Computer Science).

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

  • Smartphones 100%
  • Sensors 54%
  • Data mining 44%

• Enhanced data collection for cyber attribution

  Nunes, E., Shakarian, P., Simari, G. I. & Ruef, A., 2018, SpringerBriefs in Computer Science. 9783319737874 ed. Springer, p. 85-90 6 p. (SpringerBriefs in Computer Science; vol. 0, no. 9783319737874).

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

  • Open source software 100%

• Feature Engineering

  Yao, Y., Su, X. & Tong, H., 2018, SpringerBriefs in Computer Science. Springer, p. 17-23 7 p. (SpringerBriefs in Computer Science).

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

  • Time series 100%
  • Feature extraction 89%
  • Energy efficiency 30%
  • Sensors 19%

• Hierarchical Model

  Yao, Y., Su, X. & Tong, H., 2018, SpringerBriefs in Computer Science. Springer, p. 25-30 6 p. (SpringerBriefs in Computer Science).

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

  • Data mining 100%
  • Energy conservation 95%
  • Sensors 92%
  • Railroad cars 80%
  • Subways 72%
  1 Scopus citations

• Introduction

  Yao, Y., Su, X. & Tong, H., 2018, SpringerBriefs in Computer Science. Springer, p. 1-6 6 p. (SpringerBriefs in Computer Science).

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

  • Data mining 100%
  • Smartphones 84%
  • Data privacy 31%
  • Sensors 15%

• Mobile data mining

  Yao, Y., Su, X. & Tong, H., 2018, SpringerBriefs in Computer Science. Springer, p. 1-58 58 p. (SpringerBriefs in Computer Science).

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

• Online Model

  Yao, Y., Su, X. & Tong, H., 2018, SpringerBriefs in Computer Science. Springer, p. 43-50 8 p. (SpringerBriefs in Computer Science).

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

  • Data mining 100%
  • Steepest descent method 50%
  • Labeled data 47%

• Personalized Model

  Yao, Y., Su, X. & Tong, H., 2018, SpringerBriefs in Computer Science. Springer, p. 31-41 11 p. (SpringerBriefs in Computer Science).

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

  • Labeled data 100%
  • Data mining 70%
  • Labels 36%
  • Sensors 21%

• Security and interdependency in a public cloud: A game-theoretic approach

  Kamhoua, C. A., Kwiat, L., Kwiat, K. A., Park, J. S., Zhao, M. & Rodriguez, M., 2018, Static and Dynamic Game Theory: Foundations and Applications. Birkhauser, p. 253-284 32 p. (Static and Dynamic Game Theory: Foundations and Applications).

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

  • Interdependencies 100%
  • Cloud computing 58%
  • Game 54%
  • Cloud Computing 38%
  • Game theory 36%
  3 Scopus citations
• 2016

  An overview of sentiment analysis in social media and its applications in disaster relief

  Beigi, G., Hu, X., Maciejewski, R. & Liu, H., 2016, Studies in Computational Intelligence. Springer Verlag, p. 313-340 28 p. (Studies in Computational Intelligence; vol. 639).

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

  • Sentiment analysis 100%
  • Disasters 84%
  • Sociology 18%
  • Competitive intelligence 16%
  • World Wide Web 12%
  151 Scopus citations

• Cyber-deception and attribution in capture-the-flag exercises

  Nunes, E., Kulkarni, N., Shakarian, P., Ruef, A. & Little, J., Jan 1 2016, Cyber Deception: Building the Scientific Foundation. Springer International Publishing, p. 149-165 17 p.

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

  • Security of data 100%
  8 Scopus citations

• Exploring malicious hacker forums

  Shakarian, J., Gunn, A. T. & Shakarian, P., Jan 1 2016, Cyber Deception: Building the Scientific Foundation. Springer International Publishing, p. 259-282 24 p.

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

  • Arsenals 100%
  • Internet 90%
  • Intellectual property 81%
  • Cellular telephones 64%
  • Industry 29%
  26 Scopus citations

• Mining misinformation in social media

  Wu, L., Morstatter, F., Hu, X. & Liu, H., Dec 1 2016, Big Data in Complex and Social Networks. CRC Press, p. 125-152 28 p.

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

• Ransomware and cryptocurrency Partners in crime

  Ahn, G-J., Doupe, A., Zhao, Z. & Liao, K., Jan 1 2016, Cybercrime Through an Interdisciplinary Lens. Taylor and Francis, p. 105-126 22 p.

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

• Use of cationized ferritin nanoparticles to measure renal glomerular microstructure with MRI

  Bennett, K. M., Beeman, S. C., Baldelomar, E. J., Zhang, M., Wu, T., Hann, B. D., Bertram, J. F. & Charlton, J. R., 2016, Methods in Molecular Biology. Humana Press Inc., p. 67-79 13 p. (Methods in Molecular Biology; vol. 1397).

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

  • polycationic ferritin 100%
  • Nanoparticles 52%
  • Ferritins 46%
  • Magnetic Resonance Imaging 39%
  • Kidney 31%
  8 Scopus citations
• 2015

  Compressed spatial hierarchical bitmap (cSHB) indexes for efficiently processing spatial range query workloads

  Nagarkar, P., Candan, K. & Bhat, A., 2015, Proceedings of the VLDB Endowment. 12 ed. Association for Computing Machinery, p. 1382-1393 12 p. (Proceedings of the VLDB Endowment; vol. 8, no. 12).

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

  • Query processing 100%
  • Planning 37%
  • Information management 27%
  • Agglomeration 25%
  • Costs 11%
  16 Scopus citations

• Lookingglass: A visual intelligence platform for tracking social movements

  Davulcu, H. & Woodward, D., Jan 1 2015, Illuminating Dark Networks. Cambridge University Press, p. 84-102 19 p.

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

  • Social Movements 100%
  • intelligence 83%
  • scaling 55%
  • driver 43%
  • sect 34%