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  • 2020
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  • Mehmet Orgun
2020

Correlation matters: multi-scale fine-grained contextual information extraction for hepatic tumor segmentation

Pang, S., Du, A., Yu, Z. & Orgun, M., 2020, Advances in Knowledge Discovery and Data Mining: 24th Pacific-Asia Conference, PAKDD 2020 Singapore, May 11-15, 2020, Proceedings. Lauw, H. W., Wong, R. C-W., Nitoulas, A., Lim, E-P., Ng, S-K. & Pan, S. J. (eds.). Cham, Switzerland: Springer, Springer Nature, p. 462-474 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12084 LNAI, no. 1).

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

Fine-grained tumor segmentation on computed tomography slices by leveraging bottom-up and top-down strategies

Yu, Z., Pang, S., Du, A., Orgun, M., Wang, Y. & Lin, H., 2020, Medical Imaging 2020: Image Processing. Išgum, I. & Landman, B. A. (eds.). Bellingham, WA: SPIE, 7 p.

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

Guest editorial: special issue on trust, privacy, and security in crowdsourcing computing

Liu, A., Liu, G., Orgun, M. A. & Li, Q., Jan 2020, In : World Wide Web. 23, 1, p. 389-391 3 p.

Research output: Contribution to journalEditorial

Open Access

High-capacity (2,3) threshold quantum secret sharing based on asymmetric quantum lossy channels

Lai, H., Pieprzyk, J., Luo, M. X., Zhan, C., Pan, L. & Orgun, M. A., May 2020, In : Quantum Information Processing. 19, 5, 13 p., 157.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Intention Nets: psychology-inspired user choice behavior modeling for next-basket prediction

Wang, S., Hu, L., Wang, Y., Sheng, Q. Z., Orgun, M. & Cao, L., 2020, The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20). Palo Alto, CA: Association for the Advancement of Artificial Intelligence, p. 6259-6266 8 p.

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

Open Access

Preface to the special issue on graph data management in online social networks

Zheng, K., Liu, G., Orgun, M. A. & Du, J., Mar 2020, In : World Wide Web. 23, 2, p. 691-692 2 p.

Research output: Contribution to journalEditorial

Open Access

Weakly supervised learning for image keypoint matching using graph convolutional networks

Pang, S., Du, A., Orgun, M. A. & Chen, H., 7 Jun 2020, In : Knowledge-Based Systems. 197, 13 p., 105871.

Research output: Contribution to journalArticle

2019

A critical analysis of ECG-based key distribution for securing wearable and implantable medical devices

Zheng, G., Shankaran, R., Yang, W., Valli, C., Qiao, L., Orgun, M. A. & Mukhopadhyay, S. C., 1 Feb 2019, In : IEEE Sensors Journal. 19, 3, p. 1186-1198 13 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)

A novel fused convolutional neural network for biomedical image classification

Pang, S., Du, A., Orgun, M. & Yu, Z., Jan 2019, In : Medical & Biological Engineering & Computing. 57, 1, p. 107-121 15 p.

Research output: Contribution to journalArticle

16 Citations (Scopus)

Answering why-questions using probabilistic logic programming

Salam, A., Schwitter, R. & Orgun, M. A., 2019, AI 2019: Advances in Artificial Intelligence - 32nd Australasian Joint Conference, 2019, Proceedings. Liu, J. & Bailey, J. (eds.). Switzerland: Springer, p. 153-164 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11919 LNAI).

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

A Proof-of-Trust consensus protocol for enhancing accountability in crowdsourcing services

Zou, J., Ye, B., Qu, L., Wang, Y., Orgun, M. A. & Li, L., Jun 2019, In : IEEE Transactions on Services Computing. 12, 3, p. 429-445 17 p.

Research output: Contribution to journalArticle

22 Citations (Scopus)

Cybersecurity and privacy issues for socially integrated mobile healthcare applications operating in a multi-cloud environment

Al-Muhtadi, J., Shahzad, B., Saleem, K., Jameel, W. & Orgun, M. A., 1 Jun 2019, In : Health Informatics Journal. 25, 2, p. 315-329 15 p.

Research output: Contribution to journalArticle

Open Access
10 Citations (Scopus)

DCAT: a Deep Context-Aware Trust Prediction approach for Online Social Networks

Ghafari, S. M., Joshi, A., Beheshti, A., Paris, C., Yakhchi, S. & Orgun, M., 2019, Proceedings of the 17th International Conference on Advances in Mobile Computing & Multimedia (MoMM2019). Haghighi, P. D., Salvadori, I. L., Steinbauer, M., Khalil, I. & Anderst-Kotsis, G. (eds.). New York, NY: Association for Computing Machinery (ACM), p. 1-8 8 p.

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

Efficient quantum private queries based on quantum key distribution with pulse-position modulation

Lai, H., Luo, M., Xu, Y., Pieprzyk, J., Pan, L., Zhang, J. & Orgun, M. A., May 2019, In : Laser Physics. 29, 5, p. 1-7 7 p., 055201.

Research output: Contribution to journalArticle

Enabling the analysis of personality aspects in Recommender Systems

Yakhchi, S., Beheshti, A., Ghafari, S. M. & Orgun, M., 2019, Pacific Asia Conference on Information Systems (PACIS 2019) . Xu, D., Jiang, J. & Kim, H-W. (eds.). Atlanta, Ga: Association for Information Systems, p. 1-14 14 p.

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

Energy efficient military surveillance: coverage meets connectivity

Thomas, D., Shankaran, R., Orgun, M., Hitchens, M. & Ni, W., 15 May 2019, In : IEEE Sensors Journal. 19, 10, p. 3902-3911 10 p., 8625552.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Fast and accurate lung tumor spotting and segmentation for boundary delineation on CT slices in a coarse-to-fine framework

Pang, S., Du, A., He, X., Diez, J. & Orgun, M. A., 2019, Neural information processing: 26th International Conference, ICONIP 2019 Sydney, NSW, Australia, December 12–15, 2019 Proceedings, Part IV. Gedeon, T., Wong, K. W. & Lee, M. (eds.). Cham, Switzerland: Springer, Springer Nature, p. 589-597 9 p. (Communications in Computer and Information Science; no. 1142).

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

Finger-to-heart(F2H): authentication for wireless implantable medical devices

Zheng, G., Yang, W., Valli, C., Qiao, L., Shankaran, R., Orgun, M. A. & Mukhopadhyay, S. C., Jul 2019, In : IEEE Journal of Biomedical and Health Informatics. 23, 4, p. 1546-1557 12 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Improved deep learning-based classification of mine-like contacts in sonar images from autonomous underwater vehicles

Bouzerdoum, A., Chapple, P. B., Dras, M., Guo, Y., Hamey, L., Hassanzadeh, T., Le, T. H., Mohamad Nezami, O., Orgun, M., Phung, S. L., Ritz, C. & Shahpasand, M., 2019, 5th Underwater Acoustics Conference and Exhibition 2019, Conference Proceedings. Papadakis, J. S. (ed.). Heraklion: Institute of Applied and Computational Mathematics (IACM), p. 179-186 8 p.

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

Open Access

Incremental graph pattern based node matching with multiple updates

Sun, G., Liu, G., Wang, Y., Orgun, M., Sheng, Q. Z. & Zhou, X., 19 Sep 2019, (Accepted/In press) In : IEEE Transactions on Knowledge and Data Engineering.

Research output: Contribution to journalArticle

Joint power control and resource allocation mode selection for safety-related V2X communication

Li, X., Ma, L., Shankaran, R., Xu, Y. & Orgun, M. A., Aug 2019, In : IEEE Transactions on Vehicular Technology. 68, 8, p. 7970-7986 17 p.

Research output: Contribution to journalArticle

Modeling multi-purpose sessions for next-item recommendations via mixture-channel purpose routing networks

Wang, S., Hu, L., Wang, Y., Sheng, Q. Z., Orgun, M. & Cao, L., 2019, 2019 International Joint Conference on Artificial Intelligence. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 3771-3777 7 p.

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

N2TM: a new node to trust matrix method for spam worker defense in crowdsourcing environments

Ye, B., Wang, Y., Orgun, M. & Sheng, Q. Z., 2019, Service-Oriented Computing: 17th International Conference, ICSOC 2019, Proceedings. Yangui, S., Bouassida Rodriguez, I., Drira, K. & Tari, Z. (eds.). Switzerland: Springer, p. 119-134 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11895 LNCS).

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

Real-time event detection from the Twitter data stream using the TwitterNews+ framework

Hasan, M., Orgun, M. A. & Schwitter, R., May 2019, In : Information Processing and Management. 56, 3, p. 1146-1165 20 p.

Research output: Contribution to journalArticle

18 Citations (Scopus)

Sequential recommender systems: challenges, progress and prospects

Wang, S., Hu, L., Wang, Y., Cao, L., Sheng, Q. Z. & Orgun, M., Aug 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). California: International Joint Conferences on Artificial Intelligence, Vol. 2019-August. p. 6332-6338 7 p.

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

3 Citations (Scopus)

SETTRUST: Social Exchange Theory based context-aware trust prediction in Online Social Networks

Ghafari, S. M., Yakhchi, S., Beheshti, A. & Orgun, M., 1 Jan 2019, Data Quality and Trust in Big Data: 5th International Workshop, QUAT 2018, Held in Conjunction with WISE 2018, Revised Selected Papers. Hacid, H., Sheng, Q. Z., Yoshida, T., Sarkheyli, A. & Zhou, R. (eds.). Cham: Springer-VDI-Verlag GmbH & Co. KG, p. 46-61 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11235 LNCS).

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

Using Bayesian networks with hidden variables for identifying trustworthy users in social networks

Chen, X., Yuan, Y. & Orgun, M. A., 2 Jul 2019, In : Journal of Information Science. 16 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)
2018

A critical analysis of mobility management related issues of wireless sensor networks in cyber physical systems

Al-Muhtadi, J., Qiang, M., Zeb, K., Chaudhry, J., Saleem, K., Derhab, A., Orgun, M., Shankaran, R., Imran, M. & Pasha, M., 6 Mar 2018, In : IEEE Access. 6, p. 16363-16376 14 p.

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)

A deep framework for Cross-Domain and Cross-System Recommendations

Zhu, F., Wang, Y., Chen, C., Liu, G., Orgun, M. & Wu, J., 2018, Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI-18). Lang, J. (ed.). Freiburg: International Joint Conferences on Artificial Intelligence, p. 3711-3717 7 p.

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

Open Access
10 Citations (Scopus)

A hybrid quantum key distribution protocol for tele-care medicine information systems

Lai, H., Luo, M., Qu, Z., Xiao, F. & Orgun, M. A., Jan 2018, In : Wireless Personal Communications. 98, 1, p. 929-943 15 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

A large-alphabet three-party quantum key distribution protocol based on orbital and spin angular momenta hybrid entanglement

Lai, H., Luo, M., Zhang, J., Pieprzyk, J., Pan, L. & Orgun, M. A., 1 Jul 2018, In : Quantum Information Processing. 17, 7, p. 1-11 11 p., 162.

Research output: Contribution to journalArticle

1 Citation (Scopus)

An engagement model based on user interest and QoS in video streaming systems

Tan, X., Guo, Y., Orgun, M. A., Xue, L. & Chen, Y., 1 Jan 2018, In : Wireless Communications and Mobile Computing. 2018, p. 1-11 11 p., 1398958.

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)
1 Downloads (Pure)

A novel biomedical image indexing and retrieval system via deep preference learning

Pang, S., Orgun, M. A. & Yu, Z., 1 May 2018, In : Computer Methods and Programs in Biomedicine. 158, p. 53-69 17 p.

Research output: Contribution to journalArticle

12 Citations (Scopus)

A quantum secret sharing scheme using orbital angular momentum onto multiple spin states based on Fibonacci compression encoding

Lai, H., Luo, M-X., Xu, Y-J., Pieprzyk, J., Zhang, J., Pan, L. & Orgun, M. A., 1 Oct 2018, In : Communications in Theoretical Physics. 70, 4, p. 384-390 7 p.

Research output: Contribution to journalArticle

A survey on real-time event detection from the Twitter data stream

Hasan, M., Orgun, M. A. & Schwitter, R., 1 Aug 2018, In : Journal of Information Science. 44, 4, p. 443-463 21 p.

Research output: Contribution to journalArticle

34 Citations (Scopus)

Context-aware trustworthy service evaluation and recommendation in Social Internet of Things

Khani, M., Wang, Y., Orgun, M. A. & Zhu, F., 2018, Service-oriented computing: 16th International Conference, ICSOC 2018, Proceedings. Pahl, C., Vukovic, M., Yin, J. & Yu, Q. (eds.). Switzerland: Springer, Springer Nature, p. 129-145 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11236 LNCS).

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

3 Citations (Scopus)

Efficient quantum key distribution using Fibonacci-number coding with a biased basis choice

Lai, H., Luo, M., Pieprzyk, J., Qu, Z. & Orgun, M. A., 1 Jun 2018, In : Information Processing Letters. 134, p. 24-30 7 p.

Research output: Contribution to journalArticle

High-rate and high-capacity measurement-device-independent quantum key distribution with Fibonacci matrix coding in free space

Lai, H., Luo, M., Pieprzyk, J., Zhang, J., Pan, L. & Orgun, M. A., 1 Jun 2018, In : Science China Information Sciences. 61, 6, p. 1-11 11 p., 062501.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Incremental Graph Pattern based Node Matching

Sun, G., Liu, G., Wang, Y., Orgun, M. & Zhou, X., 24 Oct 2018, 2018 IEEE 34th International Conference on Data Engineering (ICDE). Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), p. 281-292 12 p.

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

3 Citations (Scopus)

Joint autonomous resource selection and scheduled resource allocation for D2D-based V2X communication

Li, X., Shankaran, R., Orgun, M., Ma, L. & Xu, Y., 20 Jul 2018, 2018 IEEE 87th Vehicular Technology Conference, VTC Spring 2018 - Proceedings. Institute of Electrical and Electronics Engineers (IEEE), Vol. 2018-June. p. 1-5 5 p.

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

4 Citations (Scopus)

Joint distributed and centralized resource scheduling for D2D-based V2X communication

Li, X., Ma, L., Xu, Y., Shankaran, R. & Orgun, M., 2018, 2018 IEEE Global Communications Conference, GLOBECOM 2018 - Proceedings. Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), 6 p. (2018 IEEE Global Communications Conference, GLOBECOM 2018 - Proceedings).

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

Privacy preservation in e-Healthcare environments: state of the art and future directions

Sahi, M. A., Abbas, H., Saleem, K., Yang, X., Derhab, A., Orgun, M. A., Iqbal, W., Rashid, I. & Yaseen, A., 14 Feb 2018, In : IEEE Access. 6, p. 464-478 15 p.

Research output: Contribution to journalArticle

Open Access
30 Citations (Scopus)

Resource allocation for underlay D2D communication with proportional fairness

Li, X., Shankaran, R., Orgun, M. A., Fang, G. & Xu, Y., Jul 2018, In : IEEE Transactions on Vehicular Technology. 67, 7, p. 6244-6258 15 p.

Research output: Contribution to journalArticle

16 Citations (Scopus)

Risk analysis of cloud sourcing in healthcare and public health industry

Abrar, H., Hussain, S. J., Chaudhry, J., Saleem, K., Orgun, M. A., Al-Muhtadi, J. & Valli, C., 13 Feb 2018, In : IEEE Access. 6, p. 19140-19150 11 p.

Research output: Contribution to journalArticle

Open Access
5 Citations (Scopus)

Round-robin-differential-phase-shift quantum key distribution based on wavelength division multiplexing

Lai, H., Luo, M., Xu, Y., Pieprzyk, J., Zhang, J., Pan, L. & Orgun, M. A., 1 Nov 2018, In : Laser Physics Letters. 15, 11, p. 1-7 7 p., 115201.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Secure sensors data acquisition and communication protection in eHealthcare: review on the state of the art

Yaseen, M., Saleem, K., Orgun, M. A., Derhab, A., Abbas, H., Al-Muhtadi, J., Iqbal, W. & Rashid, I., 2018, In : Telematics and Informatics. 35, 4, p. 702-726 25 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Social context-aware trust prediction: methods for identifying fake news

Ghafari, S. M., Yakhchi, S., Beheshti, A. & Orgun, M., 1 Jan 2018, Web Information Systems Engineering – WISE 2018: 19th International Conference, 2018, Proceedings, Part I. Hacid, H., Cellary, W., Wang, H., Paik, H-Y. & Zhou, R. (eds.). Switzerland: Springer, Springer Nature, p. 161-177 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11233 LNCS).

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

3 Citations (Scopus)

Tunable multi-party high-capacity quantum key distribution based on m-generalized Fibonacci sequences using golden coding

Lai, H., Luo, M., Orgun, M. A., Pieprzyk, J., Xiao, F. & Zhan, C., 1 Sep 2018, In : Quantum Information Processing. 17, 9, p. 1-12 12 p., 246.

Research output: Contribution to journalArticle

2017

A bio-inspired secure IPv6 communication protocol for Internet of Things

Saleem, K., Chaudhry, J., Orgun, M. A. & Al-Muhtadi, J., 2017, 2017 11th International Conference on Sensing Technology, ICST 2017. Institute of Electrical and Electronics Engineers (IEEE), Vol. 2017-December. p. 1-6 6 p. 8304428

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

3 Citations (Scopus)