Calculated based on number of publications stored in Pure and citations from Scopus
20062024

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  • 2023

    A Comparative Study of Transformer Based Pretrained AI Models for Content Summarization

    Rasheed, A. S. A., Masud, M. M. & Abduljabbar, M., 2023, 2023 15th International Conference on Innovations in Information Technology, IIT 2023. Institute of Electrical and Electronics Engineers Inc., p. 79-84 6 p. (2023 15th International Conference on Innovations in Information Technology, IIT 2023).

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

  • An Enhanced Deepfake Video Detection Technique

    Alkaabi, M., Albloushi, M., Alkaabi, A., Alhammadi, A., Alketbi, F. & Masud, M. M., 2023, 2023 15th International Conference on Innovations in Information Technology, IIT 2023. Institute of Electrical and Electronics Engineers Inc., p. 234-239 6 p. (2023 15th International Conference on Innovations in Information Technology, IIT 2023).

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

  • Orbit Propagation and Determination using Genetic Algorithms

    Jamali, S. E. & Masud, M. M., 2023, 2023 15th International Conference on Innovations in Information Technology, IIT 2023. Institute of Electrical and Electronics Engineers Inc., p. 13-19 7 p. (2023 15th International Conference on Innovations in Information Technology, IIT 2023).

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

    1 Citation (Scopus)
  • Social Media Misinformation Propagation and Detection

    Alalawi, S., Baalfaqih, S., Almeqbaali, M. & Masud, M. M., 2023, 2023 15th International Conference on Innovations in Information Technology, IIT 2023. Institute of Electrical and Electronics Engineers Inc., p. 240-245 6 p. (2023 15th International Conference on Innovations in Information Technology, IIT 2023).

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

  • TiVEx: Optimized Processing for Time Series Visual Exploration

    Helal, H., Sharaf, M. A., Masud, M. M. & Chrysanthis, P. K., 2023, 2023 20th ACS/IEEE International Conference on Computer Systems and Applications, AICCSA 2023 - Proceedings. IEEE Computer Society, (Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA).

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

    1 Citation (Scopus)
  • 2022

    Deep Learning Based Cardiac Phase Detection Using Echocardiography Imaging

    Farhad, M., Masud, M. M. & Beg, A., 2022, Advanced Data Mining and Applications - 17th International Conference, ADMA 2021, Proceedings. Li, B., Yue, L., Jiang, J., Chen, W., Li, X., Long, G., Fang, F. & Yu, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-17 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13087 LNAI).

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

    1 Citation (Scopus)
  • Smart Online Exam Proctoring Assist for Cheating Detection

    Masud, M. M., Hayawi, K., Mathew, S. S., Michael, T. & El Barachi, M., 2022, Advanced Data Mining and Applications - 17th International Conference, ADMA 2021, Proceedings. Li, B., Yue, L., Jiang, J., Chen, W., Li, X., Long, G., Fang, F. & Yu, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 118-132 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13087 LNAI).

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

    9 Citations (Scopus)
  • 2021

    Analysis of emotion recognition from cross-lingual speech: Arabic, English, and Urdu

    Farhad, M., Ismail, H., Harous, S., Masud, M. M. & Beg, A., Jan 19 2021, Proceedings of 2nd International Conference on Computation, Automation and Knowledge Management, ICCAKM 2021. Institute of Electrical and Electronics Engineers Inc., p. 42-47 6 p. 9357726. (Proceedings of 2nd International Conference on Computation, Automation and Knowledge Management, ICCAKM 2021).

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

    4 Citations (Scopus)
  • Blockchain-based Secure CIDS Operation

    Makhdoom, I., Hayawi, K., Kaosar, M., Mathew, S. S. & Masud, M. M., 2021, 2021 5th Cyber Security in Networking Conference, CSNet 2021. Institute of Electrical and Electronics Engineers Inc., p. 103-106 4 p. (2021 5th Cyber Security in Networking Conference, CSNet 2021).

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

    2 Citations (Scopus)
  • 2020

    Effective Patient Similarity Computation for Clinical Decision Support Using Time Series and Static Data

    Masud, M. M., Hayawi, K., Samuel Mathew, S., Dirir, A. & Cheratta, M., Feb 4 2020, Proceedings of the Australasian Computer Science Week Multiconference 2020, ACSW 2020. Association for Computing Machinery, a33. (ACM International Conference Proceeding Series).

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

    3 Citations (Scopus)
  • 2017

    Efficient topology discovery and routing in thick wireless Linear Sensor Networks

    Jawhar, I., Zhang, S., Wu, J., Mohamed, N. & Masud, M. M., Nov 20 2017, 2017 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2017. Institute of Electrical and Electronics Engineers Inc., p. 91-96 6 p. 8116358. (2017 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2017).

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

    3 Citations (Scopus)
  • Multistream regression with asynchronous concept drift detection

    Dong, B., Li, Y., Gao, Y., Haque, A., Khan, L. & Masud, M. M., Jul 1 2017, Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017. Nie, J.-Y., Obradovic, Z., Suzumura, T., Ghosh, R., Nambiar, R., Wang, C., Zang, H., Baeza-Yates, R., Baeza-Yates, R., Hu, X., Kepner, J., Cuzzocrea, A., Tang, J. & Toyoda, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 596-605 10 p. (Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017; vol. 2018-January).

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

    10 Citations (Scopus)
  • Survival prediction of ICU patients using knowledge intensive data grouping and selection

    Masud, M. M., Cheratta, M. & Harahsheh, A. R. A., Jul 2 2017, 2017 6th International Conference on Information and Communication Technology and Accessbility, ICTA 2017. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. 8336058. (2017 6th International Conference on Information and Communication Technology and Accessbility, ICTA 2017; vol. 2017-December).

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

    1 Citation (Scopus)
  • Toward optimal streaming feature selection

    Al Nuaimi, N. & Masud, M. M., Jul 2 2017, Proceedings - 2017 International Conference on Data Science and Advanced Analytics, DSAA 2017. Institute of Electrical and Electronics Engineers Inc., p. 775-782 8 p. (Proceedings - 2017 International Conference on Data Science and Advanced Analytics, DSAA 2017; vol. 2018-January).

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

    6 Citations (Scopus)
  • 2016

    IDS performance enhancement with intelligent predictive packet inspection

    Masud, M. M., Al Maleki, M. S. & Trabelsi, Z., 2016, 7th International Multi-Conference on Complexity, Informatics and Cybernetics, IMCIC 2016 and 7th International Conference on Society and Information Technologies, ICSIT 2016 - Proceedings. Callaos, N. C., Sanchez, B., Chu, H.-W., Ferrer, J. & Fernandes, S. L. (eds.). International Institute of Informatics and Systemics, IIIS, p. 107-112 6 p. (7th International Multi-Conference on Complexity, Informatics and Cybernetics, IMCIC 2016 and 7th International Conference on Society and Information Technologies, ICSIT 2016 - Proceedings; vol. 1).

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

  • Mortality prediction of ICU patients using lab test data by feature vector compaction & classification

    Masud, M. M. & Harahsheh, A. R. A., 2016, Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016. Ak, R., Karypis, G., Xia, Y., Hu, X. T., Yu, P. S., Joshi, J., Ungar, L., Liu, L., Sato, A.-H., Suzumura, T., Rachuri, S., Govindaraju, R. & Xu, W. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3404-3411 8 p. 7841001. (Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016).

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

    5 Citations (Scopus)
  • Network packet filtering and deep packet inspection hybrid mechanism for IDS early packet matching

    Trabelsi, Z., Zeidan, S. & Masud, M. M., May 19 2016, Proceedings - IEEE 30th International Conference on Advanced Information Networking and Applications, IEEE AINA 2016. Barolli, L., Enokido, T., Takizawa, M., Jara, A. J. & Bocchi, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 808-815 8 p. 7474172. (Proceedings - International Conference on Advanced Information Networking and Applications, AINA; vol. 2016-May).

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

    9 Citations (Scopus)
  • 2015

    Online prediction of chess match result

    Masud, M. M., Al-Shehhi, A., Al-Shamsi, E., Al-Hassani, S., Al-Hamoudi, A. & Khan, L., 2015, Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia Conference, PAKDD 2015, Proceedings. Ho, T.-B., Motoda, H., Motoda, H., Lim, E.-P., Cao, T., Cheung, D. & Zhou, Z.-H. (eds.). Springer Verlag, p. 525-537 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9077).

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

    2 Citations (Scopus)
  • Trusting the same: Using similarity to establish trust among vehicles

    Falasi, H. A., Masud, M. M. & Mohamed, N., Aug 19 2015, 2015 International Conference on Collaboration Technologies and Systems, CTS 2015. Smari, W. W., Natarian, J., McQuay, W. & Nygard, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 64-69 6 p. 7210401. (2015 International Conference on Collaboration Technologies and Systems, CTS 2015).

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

    5 Citations (Scopus)
  • 2014

    A data driven firewall for faster packet filtering

    Masud, M. M., Mustafa, U. & Trabelsi, Z., 2014, 4th International Conference on Communications and Networking, ComNet 2014 - Proceedings. IEEE Computer Society, 6840904. (4th International Conference on Communications and Networking, ComNet 2014 - Proceedings).

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

    2 Citations (Scopus)
  • FSBD: A framework for scheduling of big data mining in cloud computing

    Ismail, L., Masud, M. M. & Khan, L., Sept 22 2014, Proceedings - 2014 IEEE International Congress on Big Data, BigData Congress 2014. Chen, P., Chen, P. & Jain, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 514-521 8 p. 6906823. (Proceedings - 2014 IEEE International Congress on Big Data, BigData Congress 2014).

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

    11 Citations (Scopus)
  • Resilience of fingerprint and iris readers against common denial of service attacks

    Trabelsi, Z., Al Hemairy, M. & Masud, M. M., Oct 3 2014, 2014 World Congress on Computer Applications and Information Systems, WCCAIS 2014. Institute of Electrical and Electronics Engineers Inc., 6916542. (2014 World Congress on Computer Applications and Information Systems, WCCAIS 2014).

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

    1 Citation (Scopus)
  • 2013

    Firewall performance optimization using data mining techniques

    Mustafa, U., Masud, M. M., Trabelsi, Z., Wood, T. & Al Harthi, Z., 2013, 2013 9th International Wireless Communications and Mobile Computing Conference, IWCMC 2013. p. 934-940 7 p. 6583682. (2013 9th International Wireless Communications and Mobile Computing Conference, IWCMC 2013).

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

    10 Citations (Scopus)
  • 2012

    Cloud guided stream classification using class-based ensemble

    Al-Khateeb, T. M., Masud, M. M., Khan, L. & Thuraisingham, B., 2012, Proceedings - 2012 IEEE 5th International Conference on Cloud Computing, CLOUD 2012. p. 694-701 8 p. 6253568. (Proceedings - 2012 IEEE 5th International Conference on Cloud Computing, CLOUD 2012).

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

    19 Citations (Scopus)
  • Stream classification with recurring and novel class detection using class-based ensemble

    Al-Khateeb, T., Masud, M. M., Khan, L., Aggarwal, C., Han, J. & Thuraisingham, B., 2012, Proceedings - 12th IEEE International Conference on Data Mining, ICDM 2012. p. 31-40 10 p. 6413716. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

    63 Citations (Scopus)
  • 2011

    Detecting recurring and novel classes in concept-drifting data streams

    Masud, M. M., Al-Khateeb, T. M., Khan, L., Aggarwal, C., Gao, J., Han, J. & Thuraisingham, B., 2011, Proceedings - 11th IEEE International Conference on Data Mining, ICDM 2011. p. 1176-1181 6 p. 6137334. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

    62 Citations (Scopus)
  • On-line anomaly detection based on relative entropy

    Altaher, A., Ramadass, S., Thuraisingham, B. & Mehedy, M., 2011, Proceedings - 2011 4th IEEE International Conference on Broadband Network and Multimedia Technology, IC-BNMT 2011. p. 33-36 4 p. 6155890. (Proceedings - 2011 4th IEEE International Conference on Broadband Network and Multimedia Technology, IC-BNMT 2011).

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

    2 Citations (Scopus)
  • 2010

    Addressing concept-evolution in concept-drifting data streams

    Masud, M. M., Chen, Q., Khan, L., Aggarwal, C., Gao, J., Han, J. & Thuraisingham, B., 2010, Proceedings - 10th IEEE International Conference on Data Mining, ICDM 2010. p. 929-934 6 p. 5694063. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

    98 Citations (Scopus)
  • Classification and novel class detection in data streams with active mining

    Masud, M. M., Gao, J., Khan, L., Han, J. & Thuraisingham, B., 2010, Advances in Knowledge Discovery and Data Mining - 14th Pacific-Asia Conference, PAKDD 2010, Proceedings. PART 2 ed. p. 311-324 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6119 LNAI, no. PART 2).

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

    42 Citations (Scopus)
  • Classification and novel class detection of data streams in a dynamic feature space

    Masud, M. M., Chen, Q., Gao, J., Khan, L., Han, J. & Thuraisingham, B., 2010, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2010, Proceedings. PART 2 ed. p. 337-352 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6322 LNAI, no. PART 2).

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

    Open Access
    52 Citations (Scopus)
  • 2009

    A multi-partition multi-chunk ensemble technique to classify concept-drifting data streams

    Masud, M. M., Gao, J., Khan, L., Han, J. & Thuraisingham, B., 2009, 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2009. p. 363-375 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5476 LNAI).

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

    36 Citations (Scopus)
  • Integrating novel class detection with classification for concept-drifting data streams

    Masud, M. M., Gao, J., Khan, L., Han, J. & Thuraisingham, B., 2009, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2009, Proceedings. PART 2 ed. Springer Verlag, p. 79-94 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5782 LNAI, no. PART 2).

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

    Open Access
    65 Citations (Scopus)
  • Lacking labels in the stream: Classifying evolving stream data with few labels

    Woolam, C., Masud, M. M. & Khan, L., 2009, Foundations of Intelligent Systems - 18th International Symposium, ISMIS 2009, Proceedings. p. 552-562 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5722 LNAI).

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

    22 Citations (Scopus)
  • 2008

    A practical approach to classify evolving data streams: Training with limited amount of labeled data

    Masud, M. M., Gao, J., Khan, L., Han, J. & Thuraisingham, B., 2008, Proceedings - 8th IEEE International Conference on Data Mining, ICDM 2008. p. 929-934 6 p. 4781203. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

    129 Citations (Scopus)
  • Data mining for security applications

    Thuraisingham, B., Khan, L., Masud, M. M. & Hamlen, K. W., 2008, Proceedings of The 5th International Conference on Embedded and Ubiquitous Computing, EUC 2008. p. 585-589 5 p. 4755289. (Proceedings of The 5th International Conference on Embedded and Ubiquitous Computing, EUC 2008; vol. 2).

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

    24 Citations (Scopus)
  • Flow-based identification of botnet traffic by mining multiple log files

    Masud, M. M., Al-khaleeb, T., Khan, L., Thuraisinghatn, B. & Hamlcn, K. W., 2008, 2008 1st International Conference on Distributed Frameworks and Application, DFmA 2008. p. 200-206 7 p. 4784437. (2008 1st International Conference on Distributed Frameworks and Application, DFmA 2008).

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

    56 Citations (Scopus)
  • Peer to peer botnet detection for cyber-security: A data mining approach

    Khan, L., Masud, M. M., Gao, J., Han, J. & Thuraisingham, B., 2008, CSIIRW'08 - 4th Annual Cyber Security and Information Intelligence Research Workshop: Developing Strategies to Meet the Cyber Security and Information Intelligence Challenges Ahead. a39. (CSIIRW'08 - 4th Annual Cyber Security and Information Intelligence Research Workshop: Developing Strategies to Meet the Cyber Security and Information Intelligence Challenges Ahead).

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

    12 Citations (Scopus)
  • 2007

    A hybrid model to detect malicious executables

    Masud, M. M., Khan, L. & Thuraisingham, B., 2007, 2007 IEEE International Conference on Communications, ICC'07. p. 1443-1448 6 p. 4288913. (IEEE International Conference on Communications).

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

    47 Citations (Scopus)
  • Feature based techniques for auto-detection of novel email worms

    Masud, M. M., Khan, L. & Thuraisingham, B., 2007, Advances in Knowledge Discovery and Data Mining - 11th Pacific-Asia Conference, PAKDD 2007, Proceedings. Springer Verlag, p. 205-216 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4426 LNAI).

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

    11 Citations (Scopus)
  • 2006

    Email worm detection using naïve bayes and support vector machine

    Masud, M. M., Khan, L. & Al-Shaer, E., 2006, Intelligence and Security Informatics - IEEE International Conference on Intelligence and Security Informatics, ISI 2006, Proceedings. Springer Verlag, p. 733-734 2 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3975 LNCS).

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

    1 Citation (Scopus)