Information Technology

Research output

Research output per year 2005 2023 2024 2024

• 53 Article
• 15 Conference Paper published in Proceedings
• 3 Chapter
• 2 Edited Book
• 7 More
  • 2 Abstract
  • 2 Other
  • 2 Review article
  • 1 Editorial

Research output per year

Research output per year

Search results

• 2024

  A Deep Neural Network for Detecting Lung Cancer from CT Images

  Thakur, A. K., Pal, J., Azam, S., Alam, MD. N. & Mannan, Z. I., 2024, Proceedings of 3rd International Conference on Smart Computing and Cyber Security - Strategic Foresight, Security Challenges and Innovation SMARTCYBER 2023: Strategic Foresight, Security Challenges and Innovation (SMARTCYBER 2023). Pattnaik, P. K., Sain, M. & Al-Absi, A. A. (eds.). Singapore: Springer Science and Business Media Deutschland GmbH, Vol. 914. p. 435-446 12 p. (Lecture Notes in Networks and Systems; vol. 914 LNNS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › peer-review

  • Convolutional Neural Network 100%
  • Tomography 100%
  • Gaussian Filter 33%
  • Network Architecture 33%
  • Cancer Patient 33%

• Comparative Analysis of Pre-trained Deep Neural Networks for Plant Disease Classification

  George, R., Thuseethan, S. & Ragel, R. G., 2024, Proceedings - 21st International Joint Conference on Computer Science and Software Engineering, JCSSE 2024. 1 ed. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 179-186 8 p. (Proceedings - 21st International Joint Conference on Computer Science and Software Engineering, JCSSE 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › peer-review

  • Plant 100%
  • Data Set 100%
  • Solanum Lycopersicum 100%
  • Tomato 100%
  • Apple 66%

• Malware Classification using LSTM-CF Framework for Disk Forensic Analysis

  Thirupathi, C. Y., Sundaram, J., Yeo, K. C., Khan, S. A., Pritika & Sellappan, D., 2024, Proceedings of InC4 2024 - 2024 IEEE International Conference on Contemporary Computing and Communications. Unites States: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 1-8 8 p. (Proceedings of InC4 2024 - 2024 IEEE International Conference on Contemporary Computing and Communications).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › peer-review

  • Malware 100%
  • Long Short-Term Memory Network 100%
  • Disk Forensics 100%
  • Machine Learning Algorithm 50%
  • Prevents 25%

• Pre-Literate, Multi-Literate, Post-Literate: Expanding Horizons for LLMs

  Mason, J., Eisemberg, C. C., Kutay, C., Sutcliffe, S. R., Forrest, J. & Babbage, B. S., 13 Aug 2024, Proceedings of the Seventh Workshop on Culturally-Aware Tutoring Systems (CATS2024). HAL Open Science, Vol. 1. p. 1-10 10 p. 1

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › peer-review

  Open Access

  • Generative Artificial Intelligence 100%
  • Large Language Model 100%
  • Knowledge 100%
  • Languages 50%
  • Learning 42%

• Secure, Available, Verifiable, and Efficient Range Query Processing on Outsourced Datasets

  Li, M., Gao, J., Zhang, Z., Conti, M. & Alazab, M., 20 Aug 2024, ICC 2024 - IEEE International Conference on Communications. Valenti, M., Reed, D. & Torres, M. (eds.). 1 ed. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1376-1381 6 p. (IEEE International Conference on Communications).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › peer-review

  • Query Processing 100%
  • Range Query 100%
  • User Data 66%
  • Distinctive Feature 33%
  • Security Concern 33%

• Vulnerability Analysis and Exploitation Attacks on Smart Wearable Devices

  Khan, S. A., Bajwa, H. R., Sundaram, J., Pritika & Shanmugam, B., 2024, Proceedings - 2nd International Conference on Advancement in Computation and Computer Technologies, InCACCT 2024. Kumar, R., Kumar, R., Gupta, M. & Gupta, M. (eds.). Gharuan: IEEE, Institute of Electrical and Electronics Engineers, p. 911-916 6 p. (Proceedings - 2nd International Conference on Advancement in Computation and Computer Technologies, InCACCT 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › peer-review

  • Attack 100%
  • Vulnerability Assessment 100%
  • Wearable Device 100%
  • Bluetooth 50%
  • Bluetooth Low Energy 50%

• What's the weather story? Both-ways learning in Indigenous-led climate communication workshops in northern Australia

  Aquino, A. A., Gumbula, I. M., Bidwell, N. & Bird, S., Aug 2024, Exploratory Papers and Workshops. D'Andrea, V., de Paula, R. A., Rodil, K., Lamas, D., Goagoses, N., Kambunga, A. P., Tan Yong Wen, D., Del Gaudio, C., Jensen, M. Y., Winschiers-Theophilus, H. & Zaman, T. (eds.). 1 ed. New York: Association for Computing Machinery, Vol. 2. p. 166-174 9 p. (ACM International Conference Proceeding Series; vol. 2).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › peer-review

  Open Access

  File

  • Workshop 100%
  • Australia 100%
  • Weather Condition 100%
  • Northern Australia 100%
  • Communications 100%
  1 Downloads (Pure)
• 2023

  ACGAN-GNNExplainer: Auxiliary Conditional Generative Explainer for Graph Neural Networks

  Li, Y., Zhou, J., Dong, Y., Shafiabady, N. & Chen, F., 21 Oct 2023, CIKM 2023 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. New York: Association for Computing Machinery, Inc, p. 1259-1267 9 p. (International Conference on Information and Knowledge Management, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › peer-review

  Open Access

  • Generative Adversarial Networks 100%
  • Graph Neural Network 100%
  • Classifier 100%
  • Neural Network 100%
  • Auxiliaries 100%

• An Image Analysis-Based Automated Method using Deep Learning for Grain Counting

  Ajikaran, R., Hewarathna, A. I., Palanisamy, V., Joseph, C. & Thuseethan, S., 2023, 2023 IEEE 17th International Conference on Industrial and Information Systems, ICIIS 2023 - Proceedings. IEEE, Institute of Electrical and Electronics Engineers, p. 25-30 6 p. (2023 IEEE 17th International Conference on Industrial and Information Systems, ICIIS 2023 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › peer-review

  • Error 100%
  • Image Analysis 100%
  • Cutting Edge 100%
  • Cereal 100%
  • Grain Size 100%
  1 Citation (Scopus)

• From News to Sentiments and Stock Price Directions

  Chong, F. & Shanmugam, B., 10 Nov 2023, Theory and Applications of Time Series Analysis: ITISE 2022: Contributions to Statistics. Valenzuela, O., Rojas, F., Herrera, L. J., Pomares, H. & Rojas, I. (eds.). Springer, Cham, p. 59-70 12 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › peer-review

  • Stock Price 100%
  • Information 50%
  • Enterprise 25%
  • Stock 25%
  • Investors 25%
• 2022

  Deep Hybrid Learning Framework for Plant Disease Recognition

  Hewarathna, A. I., Palanisamy, V., Charles, J. & Thuseethan, S., 2022, Proceedings - International Research Conference on Smart Computing and Systems Engineering, SCSE 2022. IEEE, Institute of Electrical and Electronics Engineers, p. 49-54 6 p. (Proceedings - International Research Conference on Smart Computing and Systems Engineering, SCSE 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › peer-review

  • Learning Framework 100%
  • Recognition System 50%
  • Hybrid Architecture 50%
  • Residual Neural Network 50%
  • Recognition Accuracy 50%
• 2020

  Whose Knowledge is it Anyway?

  Kutay, C. & Leigh, E., 2020, 31st Annual Conference of the Australasian Association for Engineering Education (AAEE 2020): Disrupting Business as Usual in Engineering Education. Engineers Australia, p. 17-25 9 p. 3

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › peer-review

  • Knowledge 100%
  • Thinking 100%
  • Narrative 100%
  • Authenticity 100%
  • Accreditation 100%
• 2016

  Prediction of Human Flow in Disaster Situations: A Multi-agent Based Modelling and Simulation

  Vasanthapriyan, S. & Thuseethan, S., 15 Mar 2016, Proceedings - 2015 2nd International Symposium on Dependable Computing and Internet of Things, DCIT 2015. IEEE, Institute of Electrical and Electronics Engineers, p. 117-121 5 p. 7434479. (Proceedings - 2015 2nd International Symposium on Dependable Computing and Internet of Things, DCIT 2015).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › peer-review

  • Modeling and Simulation 100%
  • Disaster Situation 100%
  • multi agent 100%
  • Agent-Based Modeling 100%
  • Virtual Reality 25%
  3 Citations (Scopus)
• 2015

  Spider-web topology: A novel topology for parallel and distributed computing

  Thuseethan, S. & Vasanthapriyan, S., 31 Aug 2015, 2015 3rd International Conference on Information and Communication Technology, ICoICT 2015. IEEE, Institute of Electrical and Electronics Engineers, p. 34-38 5 p. 7231392. (2015 3rd International Conference on Information and Communication Technology, ICoICT 2015).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › peer-review

  • Distributed Computing 100%
  • Parallel Computing 100%
  • Topology 100%
  • Interconnection Networks 23%
  • Network Topology 7%
  2 Citations (Scopus)
• 2005

  The territory is the map: Designing navigational aids

  Bidwell, N. J., Lueg, C. & Axup, J., 2005, Proceedings - CHINZ 2005 - Making CHI Natural: 6th International Conference NZ Chapter of the ACM's Special Interest Group on Computer-Human Interaction (SIGCHI-NZ). 1 ed. Auckland, Vol. 94. p. 91-100 10 p. 80725. (ACM International Conference Proceeding Series; vol. 94).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › peer-review

  • Usability 100%
  • Wayfinding 100%
  • Navigation Aid 100%
  • User 50%
  • Related Concept 50%
  9 Citations (Scopus)