Design and Creative Technology

Research output

Research output per year 2005 2023 2024 2025

• 3188 Citations
• 24 h-index
• 140 Article
• 62 Conference contribution
• 15 Chapter
• 15 Review article
• 36 More
  • 5 Paper
  • 5 Other contribution
  • 3 Book
  • 3 Foreword/postscript
  • 3 Comment/debate
  • 3 Conference article
  • 3 Working paper
  • 2 Abstract
  • 2 Poster
  • 2 Editorial
  • 2 Design
  • 2 Digital or Visual Products
  • 1 Doctoral Thesis

Research output per year

Research output per year

Search results

• 2024

  Fed-FeRe: An Enhancing Approach for Efficient Anomaly Detection in IoT Security

  Nguyen, T., 2024, (Accepted/In press) English. Institute of Electrical and Electronics Engineers Inc.

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

  • Anomaly Detection 100%
  • Internet of Things Security 100%
  • Internet of Things 100%
  • Federated Learning 50%
  • Internet of Things Environment 50%

• Fuzzy Cognitive Security Techniques for Data Aggregation in Capillary Networks

  Mallapur, J. D., Balavalad, K. B., Bendigeri, K. Y., Kumbalavati, S. B. & Sidnal, N., 2024, Proceedings of 5th International Conference on Computer and Communication Technologies - IC3T 2023. Devi, B. R., Raju, M., Kumar, K., Raju, K. S. & Sellathurai, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 253-262 10 p. (Lecture Notes in Networks and Systems; vol. 897).

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

  • Security Practices 100%
  • Cognitive Security 100%
  • Data Aggregation 100%
  • Capillary Network 100%
  • Security Technique 100%

• UNFOLDING EDUCATIONAL GAMES AS SOFTWARE: GAME DESIGNERS’ PRACTICES AND PLAYERS’ PSYCHOLOGY

  Ahmad, M., 2024, Proceedings of the International Conferences on Interfaces and Human Computer Interaction 2024, IHCI 20244; Game and Entertainment Technologies 2024, GET 2024; and Computer Graphics, Visualization, Computer Vision and Image Processing 2024, CGVCVIP 2024. Blashki, K. & Xiao, Y. (eds.). IADIS Press, p. 107-115 9 p. (Proceedings of the International Conferences on Interfaces and Human Computer Interaction 2024, IHCI 20244; Game and Entertainment Technologies 2024, GET 2024; and Computer Graphics, Visualization, Computer Vision and Image Processing 2024, CGVCVIP 2024).

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

  • Educational Game 100%
  • Player Psychology 100%
  • Gaming 20%
  • Semistructured Interview 20%
  • Phenomenology 20%
• 2023

  Analyzing the Effectiveness of Several Machine Learning Methods for Heart Attack Prediction

  Oliullah, K., Barros, A. & Whaiduzzaman, M., 2023, Proceedings of the Fourth International Conference on Trends in Computational and Cognitive Engineering - TCCE 2022. Kaiser, M. S., Waheed, S., Bandyopadhyay, A., Mahmud, M. & Ray, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 225-236 12 p. (Lecture Notes in Networks and Systems; vol. 618 LNNS).

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

  • Heart Disease 100%
  • Machine Learning Techniques 100%
  • Heart Attack 100%
  • Heart Attack Prediction 100%
  • Machine Learning 100%
  7 Citations (Scopus)

• A Novel Optimized Context-Based Deep Architecture for Scene Parsing

  Mandal, R., Verma, B., Azam, B. & Selvaraj, H., 2023, Neural Information Processing - 29th International Conference, ICONIP 2022, Proceedings. Tanveer, M., Agarwal, S., Ozawa, S., Ekbal, A. & Jatowt, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 351-364 14 p. (Communications in Computer and Information Science; vol. 1793 CCIS).

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

  • Context-based 100%
  • Deep Learning Architectures 100%
  • Scene Parsing 100%
  • Parsing 100%
  • Deep Architecture 100%
  1 Citation (Scopus)

• Automatic Yard Monitoring and Humidity Controlling System Based on IoT

  Najrul Howlader, S. M., Barua, B., Mesbahuddin Sarker, M., Shamim Kaiser, M. & Whaiduzzaman, M., 2023, Proceedings - 2023 International Conference on Advanced Computing and Communication Technologies, ICACCTech 2023. Mittal, H. K. & Singla, S. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 397-403 7 p. (Proceedings - 2023 International Conference on Advanced Computing and Communication Technologies, ICACCTech 2023).

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

  • Systems-based 100%
  • Internet of Things 100%
  • Control System 100%
  • Temperature-humidity Index 100%
  • Soil Moisture 100%
  2 Citations (Scopus)

• Deep Learning-Based Classification of Neurodegenerative Diseases Using Gait Dataset: A Comparative Study

  Zhou, Z., Kanwal, A., Chaturvedi, K., Raza, R., Prakash, S., Jan, T. & Prasad, M., 21 Jul 2023, Proceedings of 2023 International Conference on Robotics, Control and Vision Engineering, RCVE 2023. Association for Computing Machinery (ACM), p. 59-64 6 p. (ACM International Conference Proceeding Series).

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

  • Neurodegenerative Diseases 100%
  • Deep Learning-based Classification 100%
  • Gait Dataset 100%
  • Healthcare Professional 100%
  • Artificial Intelligence 100%
  4 Citations (Scopus)

• From Troubles to Triumph: The Role of Design Culture in Establishing a Design Policy in Northern Ireland.

  Douglas, M., 2023, Seventeenth International Conference on Design Principles & Practices. Lisbon, Portugal.

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

• Impact Prediction of Online Education During COVID-19 Using Machine Learning: A Case Study

  Hossain, S. M., Rahman, M. M., Barros, A. & Whaiduzzaman, M., 2023, Intelligent Sustainable Systems - Selected Papers of WorldS4 2022. Nagar, A. K., Singh Jat, D., Mishra, D. K. & Joshi, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 567-582 16 p. (Lecture Notes in Networks and Systems; vol. 579).

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

  • Online Education 100%
  • Machine Learning 100%
  • Random Forest 100%
  • Student Academic Performance 100%
  • Education during COVID-19 100%

• Learning Analytics for Improved Course Delivery: Applications and Techniques

  Tich, P. T., Jan, T. & Kew, S. N., 12 Jan 2023, ICDTE '22: Proceedings of the 6th International Conference on Digital Technology in Education. ACM New York, NY, USA, p. 100-106

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

  • Course Delivery 100%
  • Learning Analytics 100%
  • Delivery Technique 100%
  • Delivery Applications 100%
  • Learning System 100%
  2 Citations (Scopus)

• MRIAD: A Pre-clinical Prevalence Study on Alzheimer’s Disease Prediction Through Machine Learning Classifiers

  Loba, J., Mia, M. R., Mahmud, I., Mahi, M. J. N., Whaiduzzaman, M. & Ahmed, K., 2023, The 4th Joint International Conference on Deep Learning, Big Data and Blockchain (DBB 2023) -. Younas, M., Awan, I., Benbernou, S. & Petcu, D. (eds.). Springer Science and Business Media Deutschland GmbH, p. 68-80 13 p. (Lecture Notes in Networks and Systems; vol. 768 LNNS).

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

  • Prevalence Study 100%
  • Disease Prediction 100%
  • Machine Learning Classifiers 100%
  • Clinical Prevalence 100%
  • Preclinical Alzheimer 100%
  2 Citations (Scopus)

• Parameter Optimisation for Context-Adaptive Deep Layered Network for Semantic Segmentation

  Mandal, R. & Verma, B., 2023, 2023 IEEE Symposium Series on Computational Intelligence, SSCI 2023. Institute of Electrical and Electronics Engineers Inc., p. 258-263 6 p. (2023 IEEE Symposium Series on Computational Intelligence, SSCI 2023).

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

  • Evolutionary Algorithms 100%
  • Image Segmentation 100%
  • Parameter Optimization 100%
  • Segmentation Framework 100%
  • Context Adaptive 100%

• Predicting Online Job Recruitment Fraudulent Using Machine Learning

  Mouri, I. J., Barua, B., Mesbahuddin Sarker, M., Barros, A. & Whaiduzzaman, M., 2023, Proceedings of 4th International Conference on Communication, Computing and Electronics Systems - ICCCES 2022. Bindhu, V., Tavares, J. M. & Vuppalapati, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 719-733 15 p. (Lecture Notes in Electrical Engineering; vol. 977).

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

  • Machine Learning 100%
  • Classification Model 100%
  • Job Recruitment 100%
  • Online Job 100%
  • Classification Models 100%
  5 Citations (Scopus)

• Understanding Social Media Engagement in Response to Disaster Fundraising Attempts During Australian Bushfires

  Nii, Y., Raj, C., Tiwana, M. S., Samarawickrama, M., Simoff, S., Jan, T. & Prasad, M., 2023, Proceedings in Adaptation, Learning and Optimization book series (PALO,volume 17): International Conference on Intelligent Vision and Computing. Springer Nature, p. 277-289

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

  • Social Media Engagement 100%
  • Australian Bushfires 100%
  • Fund Raising 100%
  • Social Media 100%
  • Natural Disaster 100%
• 2022

  Critical Determinants For Learning Analytics Adoption In Higher Education

  Bere, A., Chirilele, P. & Chitiga, R., 2022, Proceedings of the International Conference on E-Learning 2022, EL 2022 - Part of the Multi Conference on Computer Science and Information Systems 2022, MCCSIS 2022. Nunes, M. B., Isaias, P. & Rodrigues, L. (eds.). IADIS Press, p. 60-67 8 p. (Proceedings of the International Conference on E-Learning 2022, EL 2022 - Part of the Multi Conference on Computer Science and Information Systems 2022, MCCSIS 2022).

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

  • Higher Education 100%
  • Learning Analytics Adoption 100%
  • Learning Analytics 100%
  • Conceptual Model 40%
  • Perceived Usefulness 40%

• Genetic Algorithms for Optimising Context-based Neural Networks for Image Segmentation

  Mandal, R., Azam, B., Verma, B. & Zhang, M., 2022, Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022. Ishibuchi, H., Kwoh, C.-K., Tan, A.-H., Srinivasan, D., Miao, C., Trivedi, A. & Crockett, K. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 642-648 7 p. (Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022).

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

  • Context-based 100%
  • Genetic Algorithm 100%
  • Neural Network 100%
  • Image Segmentation 100%
  • Network Model 100%

• IOTA-Based Efficient and Reliable Scheme for Internet of Vehicles

  Meghla, T. I., Whaiduzzaman, M., Barros, A., Nayeen Mahi, M. J., Sookhak, M., Fidge, C. & Buyya, R., 2022, Proceedings of International Conference on 4th Industrial Revolution and Beyond 2021. Hossain, S., Hossain, M. S., Kaiser, M. S., Majumder, S. P. & Ray, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 385-400 16 p. (Lecture Notes in Networks and Systems; vol. 437).

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

  • Internet of Vehicles 100%
  • Distributed Ledger Technology 60%
  • Popular 20%
  • Selection Strategy 20%
  • Data Delivery 20%
  1 Citation (Scopus)

• MMR in Design – Opportunities for Interdisciplinary Research

  Chatteur, F., 4 Aug 2022, Mixed Methods International Research Association (MMIRA) Global Conference .

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

  • Interdisciplinary Research 100%
  • Mixed Methods Research 100%
  • Design Opportunities 100%
  • Scientific Methods 100%
  • Prevalence 100%
• 2021

  Context-Based Deep Learning Architecture with Optimal Integration Layer for Image Parsing

  Mandal, R., Azam, B. & Verma, B., 2021, Neural Information Processing - 28th International Conference, ICONIP 2021, Proceedings. Mantoro, T., Lee, M., Ayu, M. A., Wong, K. W. & Hidayanto, A. N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 285-296 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13109 LNCS).

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

  • Context-based 100%
  • Deep Learning Model 100%
  • Deep Learning Architectures 100%
  • Visual Information 100%
  • Image Parsing 100%
  1 Citation (Scopus)

• Deep Learning Model with GA-based Visual Feature Selection and Context Integration

  Mandal, R., Azam, B., Verma, B. & Zhang, M., 2021, 2021 IEEE Congress on Evolutionary Computation, CEC 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 288-295 8 p. (2021 IEEE Congress on Evolutionary Computation, CEC 2021 - Proceedings).

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

  • Genetic Algorithm 100%
  • Deep Learning Model 100%
  • Visual Feature Selection 100%
  • Feature Context 100%
  • Context Integration 100%
  5 Citations (Scopus)

• E-commerce Perspective in Kids and Toys Sector Purchase Process: Design Opportunity

  Terenzi, B. & Vignati, A., 2021, Advances in Creativity, Innovation, Entrepreneurship and Communication of Design - Proceedings of the AHFE 2021 Virtual Conferences on Creativity, Innovation and Entrepreneurship, and Human Factors in Communication of Design, 2021. Markopoulos, E., Goonetilleke, R. S., Ho, A. G. & Luximon, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 251-258 8 p. (Lecture Notes in Networks and Systems; vol. 276).

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

  • Purchase Process 100%
  • Online Sales 100%
  • Online Customer 100%
  • Customer Behavior 100%
  • Consumer Market 100%

• Empirical Study of Tweets Topic Classification Using Transformer-Based Language Models

  Mandal, R., Chen, J., Becken, S. & Stantic, B., 2021, Intelligent Information and Database Systems - 13th Asian Conference, ACIIDS 2021, Proceedings. Nguyen, N. T., Chittayasothorn, S., Niyato, D. & Trawiński, B. (eds.). Springer Science and Business Media Deutschland GmbH, p. 340-350 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12672 LNAI).

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

  • Tweets 100%
  • Sequence Modeling 100%
  • Transformer-based Language Models 100%
  • Topic Classification 100%
  • Language Modeling 100%
  3 Citations (Scopus)

• Fully Convolutional Neural Network with Relation Aware Context Information for Image Parsing

  Azam, B., Mandal, R. & Verma, B., 2021, DICTA 2021 - 2021 International Conference on Digital Image Computing: Techniques and Applications. Zhou, J., Salvado, O., Sohel, F., Borges, P. V. K. & Wang, S. (eds.). Institute of Electrical and Electronics Engineers Inc., (DICTA 2021 - 2021 International Conference on Digital Image Computing: Techniques and Applications).

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

  • Contextual Information 100%
  • Image Parsing 100%
  • Fully Convolutional Neural Network 100%
  • Relation-aware 100%
  • Convolutional Neural Network 100%

• Knowledge Graph Based Recommender System for an Academic Domain - A Proposal

  Lamichhane, A., Bardewa, R., Kaur, K. & Sidnal, N., 14 Dec 2021, Proceedings of 2021 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology Workshops and Special Sessions, WI-IAT 2021. Gao, X., Huang, G., Cao, J., Cao, J. & Deng, K. (eds.). Association for Computing Machinery (ACM), p. 253-258 6 p. (ACM International Conference Proceeding Series).

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

  Open Access

  • Ontology 100%
  • Academic Domain 100%
  • Graph-based Recommender System 100%
  • Knowledge Graph 100%
  • Recommender Systems 100%

• Relationship Aware Context Adaptive Feature Selection Framework for Image Parsing

  Azam, B., Mandal, R. & Verma, B., 18 Jul 2021, IJCNN 2021 - International Joint Conference on Neural Networks, Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks; vol. 2021-July).

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

  • Context Adaptive 100%
  • Relationship-aware 100%
  • Selection Framework 100%
  • Adaptive Feature Selection 100%
  • Image Parsing 100%
  2 Citations (Scopus)

• Residual Attention Network vs Real Attention on Aesthetic Assessment

  Mandal, R., Becken, S., Connolly, R. M. & Stantic, B., 2021, Recent Challenges in Intelligent Information and Database Systems - 13th Asian Conference, ACIIDS 2021, Proceedings. Hong, T.-P., Wojtkiewicz, K., Chawuthai, R. & Sitek, P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 310-320 11 p. (Communications in Computer and Information Science; vol. 1371 CCIS).

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

  • Residual Attention Network 100%
  • Image Aesthetic Assessment 100%
  • Aesthetic Evaluation 100%
  • Attention (Machine Learning) 100%
  • Neural Network 50%
• 2020

  Class Probability-based Visual and Contextual Feature Integration for Image Parsing

  Azam, B., Mandal, R., Zhang, L. & Verma, B., 25 Nov 2020, 2020 35th International Conference on Image and Vision Computing New Zealand, IVCNZ 2020. IEEE Computer Society, 9290686. (International Conference Image and Vision Computing New Zealand; vol. 2020-November).

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

  • Visual Features 100%
  • Image Parsing 100%
  • Contextual Features 100%
  • Class Probability 100%
  • Probability-based 100%
  3 Citations (Scopus)

• Digital transformation in product service system for kids. design tools for emerging needs

  Terenzi, B. & Vignati, A., 2020, Intelligent Human Systems Integration - Proceedings of the 3rd International Conference on Intelligent Human Systems Integration IHSI 2020: Integrating People and Intelligent Systems. Ahram, T., Karwowski, W., Vergnano, A., Leali, F. & Taiar, R. (eds.). Springer, p. 228-234 7 p. (Advances in Intelligent Systems and Computing; vol. 1131 AISC).

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

  • Digital Transformation 100%
  • Product Service System 100%
  • Observatory 100%
  • Digitization 100%
  • Design Tool 100%
  1 Citation (Scopus)

• Where Does Design Thinking Leave Design?

  Douglas, M., Kiernan, L., Spruce, J. & Ryan, A., 2020, Iterations: Design Research & Practice Review. Issue 8. ed. Ireland

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

  • Designer 100%
  • Design Thinking 100%
  • Design Process 100%
  • Backlash 100%
  • Criticality 100%
• 2019

  A Reflection on Australian Student Cohort Integrated Cultural Learning and Overseas Experiences

  Starkey, N., Wake, M. & Whiting, P., 2019, Submitted for consideration to the DRS 2020 conference.

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

  • Teaching-learning 100%
  • Australian Student 100%
  • Student Cohorts 100%
  • Learning Experience 100%
  • Overseas Experience 100%

• Design and testing of a virtual reality enabled experience that enhances engagement and simulates empathy for historical events and characters

  Calvert, J., Abadla, R. & Tauseef, S. M., 1 Mar 2019, 26th IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 868-869 2 p. 8797864. (26th IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2019 - Proceedings).

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

  • Empathy 100%
  • Virtual Reality 100%
  • Historical Character 100%
  • Historical Events 100%
  • Engagement 100%
  16 Citations (Scopus)

• Design Thinking 2.0: examining perceptions & current practices in Design Thinking towards the development of an innovation framework

  Spruce, J., Kiernan, L. & Douglas, M., 2019, IASDR 2019. Manchester, UK.

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

  • Application 100%
  • Framework 100%
  • Design Thinking 100%
  • Innovation Framework 100%
  • Design Practice 100%

• Effectiveness of using an immersive and interactive virtual reality learning environment to empower students in strengthening empathy and mastery learning

  Abadia, R., Calvert, J. & Dasika, R., 19 Nov 2019, ICCE 2019 - 27th International Conference on Computers in Education, Proceedings. Chang, M., So, H.-J., Wong, L.-H., Yu, F.-Y., Shih, J.-L., Boticki, I., Chen, M.-P., Dewan, A., Haklev, S., Koh, E., Kojiri, T., Li, K.-C., Sun, D. & Wen, Y. (eds.). Asia-Pacific Society for Computers in Education, p. 495-504 10 p. (ICCE 2019 - 27th International Conference on Computers in Education, Proceedings; vol. 1).

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

  • Virtual Learning Environment 100%
  • Empathy 100%
  • Immersive Virtual Reality 100%
  • Interactive Virtual Reality 100%
  • Mastery Learning 100%
  9 Citations (Scopus)

• Observing Designers: An investigation into the ecosystem/operational contexts of micro design practices in Belfast, Northern Ireland using local, national and international comparisons

  Douglas, M., 2019, Ulster University. Belfast, N. Ireland

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

• The Effectiveness of Live Projects in Teaching & Learning:

  Starkey, N. & Whiting, P., 2019, Gold Coast Innovation Conference.

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

  • Teaching-learning 100%
  • Live Projects 100%
  • Teaching-learning Methods 100%
• 2018

  Alternatives to Work Placements: Real Live Projects for Social Impact

  Starkey, N., Mcevey-Leppens, M. & O'Dwyer, M., 2018, Proceedings. 2018 ACUADS CONFERENCE. Perth, WA: Australian Council of University Art and Design Schools

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

  Open Access

  • Work Placement 100%
  • Work-integrated Learning 100%
  • Learning Outcomes 100%
  • Live Projects 100%
  • Social Impact 100%

• Assessing fish abundance from underwater video using deep neural networks

  Mandal, R., Connolly, R. M., Schlacher, T. A. & Stantic, B., 10 Oct 2018, 2018 International Joint Conference on Neural Networks, IJCNN 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8489482. (Proceedings of the International Joint Conference on Neural Networks; vol. 2018-July).

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

  • Deep Neural Network 100%
  • Underwater Video 100%
  • Fish Populations 100%
  • Tasks 100%
  • Real Time 100%
  71 Citations (Scopus)

• A Word in his Eye: An Interview with Ken Garland.

  Douglas, M., 2018, Iterations: Design Research & Practice Review. Issue 6 ed. Ireland, p. 58–63

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

• Have we reached Peak Design Thinking? Are we entering a new paradigm for how it is used within practice and business?

  Douglas, M., Kiernan, L., Spruce, J. & Ryan, A., 2018, DRS Biennial Conference Series . Loughborough, UK

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

• Salient features of an effective immersive non-collaborative virtual reality learning environment

  Abadia, R., Calvert, J. & Tauseef, S. M., 26 Oct 2018, Proceedings of the 10th International Conference on Education Technology and Computers, ICETC 2018. Association for Computing Machinery (ACM), p. 268-274 7 p. (ACM International Conference Proceeding Series).

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

  • Immersive 100%
  • Virtual Learning Environment 100%
  • Collaborative Virtual Environments 100%
  • Virtual Reality 100%
  • Case Study 100%
  15 Citations (Scopus)

• Signature and logo detection using deep CNN for document image retrieval

  Sharma, N., Mandal, R., Sharma, R., Pal, U. & Blumenstein, M., 5 Dec 2018, Proceedings - 2018 16th International Conference on Frontiers in Handwriting Recognition, ICFHR 2018. Institute of Electrical and Electronics Engineers Inc., p. 416-422 7 p. 8583797. (Proceedings of International Conference on Frontiers in Handwriting Recognition, ICFHR; vol. 2018-August).

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

  • Deep Convolutional Neural Network (deep CNN) 100%
  • Logos 100%
  • Signature-based Detection 100%
  • Logo Detection 100%
  • Document Image Retrieval 100%
  31 Citations (Scopus)

• Teaching Design in Europe: Challenges and Trends

  Pinna, C., Cattaneo, L., Rossi, M., Dell Era, C., Terzi, S., Pestarino, A. & Vignati, A., 13 Aug 2018, 2018 IEEE International Conference on Engineering, Technology and Innovation, ICE/ITMC 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8436363. (2018 IEEE International Conference on Engineering, Technology and Innovation, ICE/ITMC 2018 - Proceedings).

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

  • Teaching Design 100%
  • European SMEs 100%
  • Design Phase 100%
  • Statistics 100%
  • Research Project 100%
  1 Citation (Scopus)
• 2015

  Bag-of-Visual Words for word-wise video script identification: A study

  Sharma, N., Mandal, R., Sharma, R., Pal, U. & Blumenstein, M., 28 Sept 2015, 2015 International Joint Conference on Neural Networks, IJCNN 2015. Institute of Electrical and Electronics Engineers Inc., 7280631. (Proceedings of the International Joint Conference on Neural Networks; vol. 2015-September).

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

  • Bag of Visual Words (BoVW) 100%
  • Video Script Identification 100%
  • Script Identification 100%
  • Optical Character Recognition 100%
  • document image 66%
  4 Citations (Scopus)

• Date field extraction from handwritten documents using HMMs

  Mandal, R., Roy, P. P., Palz, U. & Blumenstein, M., 20 Nov 2015, 13th IAPR International Conference on Document Analysis and Recognition, ICDAR 2015 - Conference Proceedings. IEEE Computer Society, p. 866-870 5 p. 7333885. (Proceedings of the International Conference on Document Analysis and Recognition, ICDAR; vol. 2015-November).

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

  • Numerics 100%
  • Histogram of Oriented Gradients 100%
  • Handwritten Documents 100%
  • Hidden Markov Model 100%
  • Field Extraction 100%

• ICDAR2015 Competition on Video Script Identification (CVSI 2015)

  Sharma, N., Mandal, R., Sharma, R., Pal, U. & Blumenstein, M., 20 Nov 2015, 13th IAPR International Conference on Document Analysis and Recognition, ICDAR 2015 - Conference Proceedings. IEEE Computer Society, p. 1196-1200 5 p. 7333950. (Proceedings of the International Conference on Document Analysis and Recognition, ICDAR; vol. 2015-November).

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

  • Video Script Identification 100%
  • Participating System 100%
  • Evaluation Method 100%
  • Technology 100%
  • Evaluation Criterion 50%
  57 Citations (Scopus)

• Multi-lingual text recognition from video frames

  Sharma, N., Mandal, R., Sharma, R., Roy, P. P., Pal, U. & Blumenstein, M., 20 Nov 2015, 13th IAPR International Conference on Document Analysis and Recognition, ICDAR 2015 - Conference Proceedings. IEEE Computer Society, p. 951-955 5 p. 7333902. (Proceedings of the International Conference on Document Analysis and Recognition, ICDAR; vol. 2015-November).

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

  • Video Frames 100%
  • Word Recognition 100%
  • Multilingual Text Recognition 100%
  • Text Recognition 100%
  • Character Recognition 100%
  10 Citations (Scopus)
• 2014

  Conceptualising global citizenship: Analysing intended curriculum in Australian universities

  Bosanquet, A., Winchester-Seeto, T. & Rowe, A., 2014, Research and development in higher education: higher education in a globalized world. Higher Education Research and Development Society of Australasia, Vol. 37. p. 48-60

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

  • Thematic Analysis 100%
  • Frequency Analysis 100%
  • Civic Education 100%
  • Ethics 100%
  • Critical Global Citizenship Education 20%

• Research-led Practise in design research used to best demonstrate design theories

  Thompson-Whiteside, S., Kuys, B. & Thong, C., 16 Jun 2014, Design Research Society Conference. Umea university

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

• Signature segmentation and recognition from scanned documents

  Mandal, R., Roy, P. P., Pal, U. & Blumenstein, M., 10 Oct 2014, 2013 13th International Conference on Intellient Systems Design and Applications, ISDA 2013. IEEE Computer Society, p. 80-85 6 p. 6920712. (International Conference on Intelligent Systems Design and Applications, ISDA).

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

  • Signature Segmentation 100%
  • Scanned Documents 100%
  • Signature Recognition 100%
  • document image 100%
  • Support Vector Machine 50%
  4 Citations (Scopus)
• 2013

  Extending technology acceptance model in mobile learning adoption: South African university of technology students' perspectives

  Bere, A. & Rambe, P., 2013, 8th International Conference on e-Learning, ICEL 2013. Academic Conferences Limited, p. 52-60 9 p. (Proceedings of the International Conference on e-Learning, ICEL).

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

  • University of Technology 100%
  • Technology Acceptance Model 2 (TAM2) 100%
  • Student Perspectives 100%
  • WhatsApp 100%
  • Mobile Learning Adoption 100%
  10 Citations (Scopus)