Aston Digital Futures Institute

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  • 2021

    A cost-effective 3D acquisition and visualization framework for cultural heritage

    Ahmed, H. O., Belhi, A., Alfaqheri, T., Bouras, A., Sadka, A. H. & Foufou, S., 2021, Proceedings of Fifth International Congress on Information and Communication Technology (ICICT 2020). Vol. 2. p. 495-503 (Advances in Intelligent Systems and Computing (AISC); vol. 1184).

    Research output: Chapter in Book/Published conference output › Chapter

  • 2020

    A comprehensive vision-aware-computing-based interactive system with agent-based collaborative information processing

    Liu, C. Z. & Kavakli-Thorne, M., 12 May 2020, Image Recognition: Progress, Trends and Challenges. Nova Science Publishers Inc, p. 305-341 37 p.

    Research output: Chapter in Book/Published conference output › Chapter

  • Generative adversarial networks - an introduction

    Alqahtani, H., Kavakli-Thorne, M. & Kumar, G., 12 May 2020, Image Recognition: Progress, Trends and Challenges. Nova Science Publishers Inc, p. 107-134 28 p.

    Research output: Chapter in Book/Published conference output › Chapter

  • Generative adversarial networks - application domains

    Alqahtani, H., Kavakli-Thorne, M. & Kumar, G., 12 May 2020, Image Recognition: Progress, Trends and Challenges. Nova Science Publishers Inc, p. 227-272 46 p.

    Research output: Chapter in Book/Published conference output › Chapter

  • Knowledge based adaptive fuzzy strategy for target of interest differentiation

    Liu, C. Z. & Kavakli-Thorne, M., 12 May 2020, Image Recognition: Progress, Trends and Challenges. Nova Science Publishers Inc, p. 135-165 31 p.

    Research output: Chapter in Book/Published conference output › Chapter

  • PCA-based image recognition applications on vision based computing

    Liu, C. Z. & Kavakli-Thorne, M., 12 May 2020, Image Recognition: Progress, Trends and Challenges. Nova Science Publishers Inc, p. 167-198 32 p.

    Research output: Chapter in Book/Published conference output › Chapter

  • Principle component analysis based computing in image recognition

    Liu, C. Z. & Kavakli-Thorne, M., 12 May 2020, Image Recognition: Progress, Trends and Challenges. Nova Science Publishers Inc, p. 31-66 36 p.

    Research output: Chapter in Book/Published conference output › Chapter

  • Recognition and awareness modeling for quality of experience and quality of services

    Liu, C. Z. & Kavakli-Thorne, M., 12 May 2020, Image Recognition: Progress, Trends and Challenges. Nova Science Publishers Inc, p. 67-88 22 p.

    Research output: Chapter in Book/Published conference output › Chapter

  • Summary and future works

    Liu, C. Z. & Kavakli-Thorne, M., 12 May 2020, Image Recognition: Progress, Trends and Challenges. Nova Science Publishers Inc, p. 343-350 8 p.

    Research output: Chapter in Book/Published conference output › Chapter

  • Vision-based intelligent human-computer interactions with multiple agent collaboration

    Liu, C. Z. & Kavakli-Thorne, M., 12 May 2020, Image Recognition: Progress, Trends and Challenges. Nova Science Publishers Inc, p. 273-303 31 p.

    Research output: Chapter in Book/Published conference output › Chapter

  • Visual computing for intelligent human-computer interactions: Trend, challenges and progress

    Liu, C. Z. & Kavakli-Thorne, M., 12 May 2020, Image Recognition: Progress, Trends and Challenges. Nova Science Publishers Inc, p. 1-30 30 p.

    Research output: Chapter in Book/Published conference output › Chapter

  • 2019

    Artificial Neural Networks (ANNs)

    Nandi, A. & Ahmed, H., 6 Dec 2019, Condition Monitoring with Vibration Signals. p. 239-258

    Research output: Chapter in Book/Published conference output › Chapter

  • Classification Algorithm Validation

    Nandi, A. & Ahmed, H., 6 Dec 2019, Condition Monitoring with Vibration Signals. p. 307-319

    Research output: Chapter in Book/Published conference output › Chapter

  • Compressive Sampling and Deep Neural Network (CS‐DNN)

    Nandi, A. & Ahmed, H., 6 Dec 2019, Condition Monitoring with Vibration Signals. p. 361-377

    Research output: Chapter in Book/Published conference output › Chapter

  • Compressive Sampling and Subspace Learning (CS-SL)

    Nandi, A. & Ahmed, H., 6 Dec 2019, Condition Monitoring with Vibration Signals: Compressive Sampling and Learning Algorithms for Rotating Machines. Wiley, p. 321-359

    Research output: Chapter in Book/Published conference output › Chapter

  • Conclusion

    Nandi, A. & Ahmed, H., 6 Dec 2019, Condition Monitoring with Vibration Signals. p. 379-387

    Research output: Chapter in Book/Published conference output › Chapter

  • Decision Trees and Random Forests

    Nandi, A. & Ahmed, H., 6 Dec 2019, Condition Monitoring with Vibration Signals. p. 199-224

    Research output: Chapter in Book/Published conference output › Chapter

  • Deep Learning

    Nandi, A. & Ahmed, H., 6 Dec 2019, Condition Monitoring with Vibration Signals. p. 279-305

    Research output: Chapter in Book/Published conference output › Chapter

  • Feature Selection

    Nandi, A. & Ahmed, H., 6 Dec 2019, Condition Monitoring with Vibration Signals. p. 173-198

    Research output: Chapter in Book/Published conference output › Chapter

  • Frequency Domain Analysis

    Ahmed, H. & Nandi, A., 6 Dec 2019, Condition Monitoring with Vibration Signals. p. 63-77

    Research output: Chapter in Book/Published conference output › Chapter

  • Linear Subspace Learning

    Ahmed, H. & Nandi, A., 6 Dec 2019, Condition Monitoring with Vibration Signals. p. 131-151 21 p.

    Research output: Chapter in Book/Published conference output › Chapter

  • Nonlinear Subspace Learning

    Nandi, A. & Ahmed, H., 6 Dec 2019, Condition Monitoring with Vibration Signals. p. 153-172

    Research output: Chapter in Book/Published conference output › Chapter

  • Principles of Rotating Machine Vibration Signals

    Nandi, A. & Ahmed, H., 6 Dec 2019, Condition Monitoring with Vibration Signals. p. 17-30

    Research output: Chapter in Book/Published conference output › Chapter

  • Probabilistic Classification Methods

    Nandi, A. & Ahmed, H., 6 Dec 2019, Condition Monitoring with Vibration Signals. p. 225-237

    Research output: Chapter in Book/Published conference output › Chapter

  • Support Vector Machines (SVMs)

    Nandi, A. & Ahmed, H., 6 Dec 2019, Condition Monitoring with Vibration Signals. p. 259-277 19 p.

    Research output: Chapter in Book/Published conference output › Chapter

  • Time Domain Analysis

    Nandi, A. & Ahmed, H., 6 Dec 2019, Condition Monitoring with Vibration Signals. p. 31-61

    Research output: Chapter in Book/Published conference output › Chapter

  • Time‐Frequency Domain Analysis

    Ahmed, H. & Nandi, A., 6 Dec 2019, Condition Monitoring with Vibration Signals: Compressive Sampling and Learning Algorithms for Rotating Machine. Wiley

    Research output: Chapter in Book/Published conference output › Chapter

  • Vibration‐Based Condition Monitoring Using Machine Learning

    Ahmed, H. & Nandi, A. K., 6 Dec 2019, Condition Monitoring with Vibration Signals. Wiley, 16 p.

    Research output: Chapter in Book/Published conference output › Chapter

  • 2017

    Modeling telehealth services with generalized nets

    Stefanova-Pavlova, M., Andonov, V., Stoyanov, T., Angelova, M., Cook, G., Klein, B., Vassilev, P. & Stefanova, E., 1 Jan 2017, Studies in Computational Intelligence. Springer-Verlag Italia Srl, p. 279-290 12 p. (Studies in Computational Intelligence; vol. 657).

    Research output: Chapter in Book/Published conference output › Chapter

  • 2016

    Tools for emental-health: A coping processor for adaptive and interactive mobile systems for stress management

    Kavakli, M., Ranjbartabar, H., Maddah, A. & Ranjbartabar, K., 5 Aug 2016, Gaming and Technology Addiction: Breakthroughs in Research and Practice. IGI Global, Vol. 1. p. 286-319 34 p.

    Research output: Chapter in Book/Published conference output › Chapter

  • 2010

    Data mining in the investigation of money laundering and terrorist financing

    George, I. & Kavakli, M., 15 Oct 2010, Surveillance Technologies and Early Warning Systems: Data Mining Applications for Risk Detection. IGI Global, p. 228-241 14 p.

    Research output: Chapter in Book/Published conference output › Chapter