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  • 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

  • Flash: A “Forgotten” Technology in VLSI Design

    Khatri, S. P., Vrudhula, S., Abusultan, M., Bharathi, K., Chu, S. W., Lee, C. Y., Scott, K. R., Singh, G. & Wagle, A., Jan 1 2023, Frontiers of Quality Electronic Design (QED): AI, IoT and Hardware Security. Springer International Publishing, p. 67-136 70 p.

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

  • 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
  • 2022

    Acquiring Mental Models for Explanations

    Sreedharan, S., Kulkarni, A. & Kambhampati, S., 2022, Synthesis Lectures on Artificial Intelligence and Machine Learning. Springer Nature, p. 81-94 14 p. (Synthesis Lectures on Artificial Intelligence and Machine Learning).

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

  • Applications

    Sreedharan, S., Kulkarni, A. & Kambhampati, S., 2022, Synthesis Lectures on Artificial Intelligence and Machine Learning. Springer Nature, p. 137-146 10 p. (Synthesis Lectures on Artificial Intelligence and Machine Learning).

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

  • Balancing Communication and Behavior

    Sreedharan, S., Kulkarni, A. & Kambhampati, S., 2022, Synthesis Lectures on Artificial Intelligence and Machine Learning. Springer Nature, p. 95-105 11 p. (Synthesis Lectures on Artificial Intelligence and Machine Learning).

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

  • Conclusion

    Sreedharan, S., Kulkarni, A. & Kambhampati, S., 2022, Synthesis Lectures on Artificial Intelligence and Machine Learning. Springer Nature, p. 147-150 4 p. (Synthesis Lectures on Artificial Intelligence and Machine Learning).

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

  • Explainable Human–AI Interaction A Planning Perspective

    Sreedharan, S., Kulkarni, A. & Kambhampati, S., 2022, Synthesis Lectures on Artificial Intelligence and Machine Learning. Springer Nature, p. 1-158 158 p. (Synthesis Lectures on Artificial Intelligence and Machine Learning).

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

  • Explaining in the Presence of Vocabulary Mismatch

    Sreedharan, S., Kulkarni, A. & Kambhampati, S., 2022, Synthesis Lectures on Artificial Intelligence and Machine Learning. Springer Nature, p. 107-119 13 p. (Synthesis Lectures on Artificial Intelligence and Machine Learning).

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

  • Explanation as Model Reconciliation

    Sreedharan, S., Kulkarni, A. & Kambhampati, S., 2022, Synthesis Lectures on Artificial Intelligence and Machine Learning. Springer Nature, p. 59-80 22 p. (Synthesis Lectures on Artificial Intelligence and Machine Learning).

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

    1 Scopus citations

  • Explicable Behavior Generation

    Sreedharan, S., Kulkarni, A. & Kambhampati, S., 2022, Synthesis Lectures on Artificial Intelligence and Machine Learning. Springer Nature, p. 27-45 19 p. (Synthesis Lectures on Artificial Intelligence and Machine Learning).

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

  • Introduction

    Sreedharan, S., Kulkarni, A. & Kambhampati, S., 2022, Synthesis Lectures on Artificial Intelligence and Machine Learning. Springer Nature, p. 1-14 14 p. (Synthesis Lectures on Artificial Intelligence and Machine Learning).

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

  • Legible Behavior

    Sreedharan, S., Kulkarni, A. & Kambhampati, S., 2022, Synthesis Lectures on Artificial Intelligence and Machine Learning. Springer Nature, p. 47-57 11 p. (Synthesis Lectures on Artificial Intelligence and Machine Learning).

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

  • Measures of Interpretability

    Sreedharan, S., Kulkarni, A. & Kambhampati, S., 2022, Synthesis Lectures on Artificial Intelligence and Machine Learning. Springer Nature, p. 15-26 12 p. (Synthesis Lectures on Artificial Intelligence and Machine Learning).

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

  • Obfuscatory Behavior and Deceptive Communication

    Sreedharan, S., Kulkarni, A. & Kambhampati, S., 2022, Synthesis Lectures on Artificial Intelligence and Machine Learning. Springer Nature, p. 121-136 16 p. (Synthesis Lectures on Artificial Intelligence and Machine Learning).

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

  • 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

  • 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

  • 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

  • 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

  • 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

  • 2019

    Bio-inspired Role Allocation of Heterogeneous Teams in a Site Defense Task

    Strickland, L., Baudier, K., Bowers, K., Pavlic, T. P. & Pippin, C., 2019, Springer Proceedings in Advanced Robotics. Springer Science and Business Media B.V., p. 139-151 13 p. (Springer Proceedings in Advanced Robotics; vol. 9).

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

    Open Access
    6 Scopus citations

  • Computing by programmable particles

    Daymude, J. J., Hinnenthal, K., Richa, A. & Scheideler, C., 2019, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, p. 615-681 67 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11340 LNCS).

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

    32 Scopus citations

  • 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

  • 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

    5 Scopus citations

  • Panel discussion: Moving social-behavioral modeling forward

    O'Mahony, A., Davis, P. K., Appling, S., Brashears, M. E., Briscoe, E., Carley, K. M., Epstein, J. M., Matthews, L. J., Pavlic, T. P., Rand, W., Reilly, S. N., Rouse, W. B., Swarup, S., Tolk, A., Vardavas, R. & Yilmaz, L., Mar 29 2019, Social-Behavioral Modeling for Complex Systems. Wiley, p. 753-787 35 p.

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

    2 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

    10 Scopus citations

  • Social models from non-human systems

    Pavlic, T. P., Mar 29 2019, Social-Behavioral Modeling for Complex Systems. Wiley, p. 231-261 31 p.

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

    1 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

    3 Scopus citations

  • Trust-Based Information Propagation on Multi-robot Teams in Noisy Low-Communication Environments

    Bowers, K., Strickland, L., Cooke, G., Pippin, C. & Pavlic, T. P., 2019, Springer Proceedings in Advanced Robotics. Springer Science and Business Media B.V., p. 239-250 12 p. (Springer Proceedings in Advanced Robotics; vol. 9).

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

  • 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

  • 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

  • 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

  • Computer Vision for Augmentative and Alternative Communication

    Panchanathan, S., Moore, M., Demakethepalli Venkateswara, H., Chakraborty, S. & McDaniel, T., Jan 1 2018, Computer Vision For Assistive Healthcare. Elsevier Inc., p. 211-248 38 p.

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

    1 Scopus citations

  • 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

  • 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

  • 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

  • Facilitating peer tutoring and assessment in intelligent learning systems

    Roscoe, R. D., Walker, E. A. & Patchan, M. M., Aug 28 2018, Tutoring and Intelligent Tutoring Systems. Nova Science Publishers, Inc., p. 41-68 28 p.

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

    3 Scopus citations

  • 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

  • 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

    1 Scopus citations

  • How can fact encourage collaboration and selfcorrection?

    VanLehn, K., Burkhardt, H., Cheema, S., Pead, D., Schoenfeld, A. & Wetzel, J., Jan 1 2018, Deep Comprehension: Multi-Disciplinary Approaches to Understanding, Enhancing, and Measuring Comprehension. Taylor and Francis, p. 114-127 14 p.

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

    Open Access
    3 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

  • 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

  • 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

  • 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

    3 Scopus citations

  • Specification-based monitoring of cyber-physical systems: A survey on theory, tools and applications

    Bartocci, E., Deshmukh, J., Donzé, A., Fainekos, G., Maler, O., Ničković, D. & Sankaranarayanan, S., 2018, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, p. 135-175 41 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10457 LNCS).

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

    242 Scopus citations

  • Why deep neural networks: A possible theoretical explanation

    Baral, C., Fuentes, O. & Kreinovich, V., 2018, Studies in Systems, Decision and Control. Springer International Publishing, p. 1-5 5 p. (Studies in Systems, Decision and Control; vol. 100).

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

    25 Scopus citations
  • 2017

    Affect Measurement: A Roadmap Through Approaches, Technologies, and Data Analysis

    Gonzalez-Sanchez, J., Baydogan, M., Chavez-Echeagaray, M. E., Atkinson, R. & Burleson, W., Apr 17 2017, Emotions and Affect in Human Factors and Human-Computer Interaction. Elsevier, p. 255-288 34 p.

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

    20 Scopus citations