Computing and Augmented Intelligence, School of (IAFSE-SCAI)

Research output

Research output per year 1970 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2023

• 4418 Conference contribution
• 3736 Article
• 345 Editorial
• 317 Chapter
• 564 More
  • 203 Conference article
  • 141 Review article
  • 101 Paper
  • 57 Comment/debate
  • 33 Book
  • 8 Letter
  • 6 Other contribution
  • 5 Foreword/postscript
  • 5 Short survey
  • 3 Poster
  • 2 Patent

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%

• 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

  • Analog circuits 100%
  • Digital circuits 98%
  • Data storage equipment 54%
  • Application specific integrated circuits 47%
  • Particle accelerators 45%

• 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%
• 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

  • Robots 100%
  • Feedback 49%
  • Labeling 38%

• 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

  • Decision making 100%
  • Planning 87%
  • Industry 60%

• 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

  • Robots 100%
  • Communication 78%

• 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

  • Robots 100%
  • Decision making 16%

• 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

  • Robots 100%
  • Classifiers 73%

• 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

  • Robots 100%
  • Communication 15%
  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

  • Planning 100%

• 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

  • Artificial intelligence 100%
  • Fires 13%
  • Electricity 11%

• 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

  • Robots 100%
  • Communication 58%
  • Multitasking 24%
  • Time delay 16%
  • Sensors 9%

• 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

  • Planning 100%
  • Sensors 26%

• 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

  • Robots 100%
  • Communication 78%
  • Information use 58%
• 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

  A Logic Programming Approach to Predict Enterprise-Targeted Cyberattacks

  Almukaynizi, M., Marin, E., Shah, M., Nunes, E., Simari, G. I. & Shakarian, P., 2020, Intelligent Systems Reference Library. Springer, p. 13-32 20 p. (Intelligent Systems Reference Library; vol. 177).

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

  • Logic Programming 100%
  • hacker 92%
  • Logic programming 84%
  • logic 80%
  • programming 56%
  3 Scopus citations

• 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%

• Perfect Hash Families: The Generalization to Higher Indices

  Dougherty, R. E. & Colbourn, C. J., 2020, Springer Optimization and Its Applications. Springer, p. 177-197 21 p. (Springer Optimization and Its Applications; vol. 165).

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

  • Perfect Hash Family 100%
  • Partition 44%
  • Generalization 30%
  • Encoding 20%
  • Replacement 20%
  2 Scopus citations
• 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

  • Swarm Robotics 100%
  • Multi-agent Simulation 96%
  • Resources 93%
  • Deduct 90%
  • Heterogeneous Agents 89%
  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

  • Synthetic Biology 100%
  • Self-organizing Systems 97%
  • Shape Recognition 96%
  • Synthetic biology 87%
  • Distributed Algorithms 78%
  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

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

• Haptics for sensory substitution

  Fakhri, B. & Panchanathan, S., Dec 18 2019, Haptic Interfaces for Accessibility, Health, and Enhanced Quality of Life. Springer International Publishing, p. 89-115 27 p.

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

  • substitution 100%
  • Substitution reactions 91%
  • Conveying 34%
  • people with disabilities 31%
  1 Scopus citations

• 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

• 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

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

  • Ecology 100%
  • Birds 93%
  • Animals 77%
  • Testing 41%
  1 Scopus citations

• The softpro project: Synergy-based open-source technologies for prosthetics and rehabilitation

  Piazza, C., Catalano, M. G., Bianchi, M., Ricciardi, E., Prattichizzo, D., Haddadin, S., Luft, A. R., Lambercy, O., Gassert, R., Jakubowitz, E., Van Der Kooij, H., Tonis, F., Bonomo, F., de Jonge, B., Ward, T., Zhao, K. D., Santello, M. & Bicchi, A., 2019, Biosystems and Biorobotics. Springer International Publishing, p. 370-374 5 p. (Biosystems and Biorobotics; vol. 22).

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

  Open Access

  • Prosthetics 100%
  • Patient rehabilitation 85%
  • Robotics 68%
  • Industrial research 42%
  • Recovery 20%
  3 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

• 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

  • Multi-robot 100%
  • False Alarm 46%
  • Communication 46%
  • Propagation 46%
  • Multi-robot Systems 33%
• 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%

• 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

  • visual impairment 100%
  • alternative technology 90%
  • communication 54%
  • communication technology 49%
  • multimedia 36%
  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

  • 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%

• Dexterous manipulation: Bridging the gap between hand kinematics and kinetics

  Santello, M., Jan 1 2018, Reach-to-Grasp Behavior: Brain, Behavior, and Modelling Across the Life Span. Taylor and Francis, p. 256-277 22 p.

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

  • Hand Strength 100%
  • Biomechanical Phenomena 91%
  • manipulation 84%
  • Hand 72%
  • Kinetics 69%
  3 Scopus citations

• 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%

• 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

  • tutor 100%
  • learning process 80%
  • learning 73%
  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

  • 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

• 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

  • Posters 100%
  • Students 72%
  • poster 65%
  • instruction 38%
  • Handwriting 38%
  3 Scopus citations

• Human systems engineering and educational technology

  Roscoe, R., Branaghan, R., Cooke, N. & Craig, S., Mar 2 2018, Online Course Management: Concepts, Methodologies, Tools, and Applications. IGI Global, Vol. 4. p. 2028-2062 35 p.

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

  • systems engineering 100%
  • educational technology 79%
  • technology assessment 31%
  • heuristics 24%
  • computer science 22%
  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