Ali Daud

Ph. D (Data Mining)
International Islamic University, Islamabad · Department of Computer Science and Software Engineering

I am order of disorder and wiseness of foolishness.

Research skills

  • Technical
    scientific paper writing
  • IT
    Perl, Metlab, Weka, Minitab, Visual C++, MS Visio, Word and Excel
  • Statistical
    Metlab
  • Other
    Planing and Management with 2+ years practical experience

Research interests

  • Interests
    Text Mining, Information Extraction, Information Retrieval, Information Retrieval Social Network Analysis: Digital Libraries of Research Literature, Social Blogs and Tagging Systems Semantic Image Retrieval and Annotation, OCR Correction Ontology Development, Probabilistic Topic Models, Relational Databases, Graphical Model

Research experience

  • Teaching: COURSE TEACHING Spring (Sp) Summer (Su) Fall (F) Undergraduate Level • Introduction to Information Technology [3 Credits] F06 • Database Management System (DBMS) [3 Credits] F04
  • Teaching: Sp05
  • Teaching: F05
  • Teaching: Sp06 • Distributed Databases [3 Credits] F06 • Database Technologies [3 Credits] F10
  • Teaching: Su11 • Probability and Statistics [3 Credits] Sp11
  • Teaching: F11 Graduate Level • Research Methods [3 Credits] F10 • Advanced Databases [3 Credits] F11 • Data Mining: Principles and Algorithms [3 Credits] Sp11

Education

  • Sep 2007–
    Jul 2010
    Tsinghua University
    Text Mining · Ph. D (Data Minining)
    China · Beijing
  • Jul 2005
    Petroman College
    Linux End User Training
    Pakistan · Faisalabad
  • Apr 1999
    Rehman English Language Home
    English Language Training
    Pakistan · Faisalabad

Awards & achievements

  • May 2007
    Scholarship: • Received Pakistan Government (Higher Education Commission) Foreign PhD Study Scholarship (Full)

Other

  • Languages
    English, Urdu, Punjabi, Chinese (Standard)
  • Scientific Memberships
    IEEE Student Member
  • Journal Referee
    Knowledge Based Systems (KBS) Journal, Frontiers of Computer Science in China (FCS), Mehran University Research Journal of Engineering & Technology
  • Other Interests
    Cricket ‘hard and soft ball' (High), Table Football (High), Billiards (High), Arm Wrestling (High), Cooking (High), Snooker (Medium), Badminton (Medium), Watching Movies ‘thriller, action, suspense, romance, science fiction’, Social Blogging, Journal of Machine Learning and Research, Knowledge Based Systems, Probabilistic Latent Semantic Analysis
    Latent Dirichlet Allocation
    Author-Topic Models
    Author-Conference-Topic Model

    MY PUBLICATIONS
    2011
    (1) Ali Daud. Using Time Topic Modeling for Semantics-Based Dynamic Research Interest Finding. Knowledge-Based Systems (KBS). (DOI:10.1016/j.knosys.2011.07.015 ). SCI (Impact Factor 1.57) [PDF]
    (2) Ali Daud and Faqir Muhammad. Group Topic Modeling for Academic Knowledge Discovery. Journal of Applied Intelligence. (DOI: 10.1007/s10489-011-0302-3). SCI (Impact Factor 0.88) [PDF]
    (3) Ali Daud. Exploiting Explicit Semantics-Based Grouping for Author Interest Finding. In International Asia-Pacific Web Conference (APWeb), China, April 18-20, pp. 41-52, 2011. (Acceptance Rate: 25.00 %) EI [PDF]
    (4) Tehmina Amjad, Ali Daud and Sher Muhammad. A Survey of Dynamic Replication Strategies for Improving Data Availability in Data Grids. Future Generations Systems. (doi:10.1016/j.future.2011.06.009). SCI (Impact Factor 2.37) [PDF]
    2010
    (5) Ali Daud, Juanzi Li, Lizhu Zhou, and Faqir Muhammad. Temporal Expert Finding through Generalized Time Topic Modeling. Knowledge-Based Systems (KBS), Volume 23(6), pp. 615-625, July 2010. SCI (Impact Factor 1.57) [PDF]
    (6) Ali Daud, Juanzi Li, Lizhu Zhou, and Faqir Muhammad. Knowledge Discovery through Directed Probabilistic Topic Models. a Survey. Journal of Frontiers of Computer Science in China (FCS), Volume 4(2), pp. 280-301, June, 2010. SCIE [PDF]
    (7) Ali Daud, Juanzi Li, Lizhu Zhou, Lei Zhang, Ying Ding and Faqir Muhammad. Modeling Ontology of Folksonomy with Latent Semantics of Tags. In Proceedings of the International Conference on Web Intelligence (WI), Canada, September 1-3, pp. 516-523, 2010. (Acceptance Rate: 16.6 %) EI [PDF]
    (8) Ali Daud, Muhammad Akram Shaikh, and Yan’an Jin. Investigation of Input Optimization problem for Topic Modeling. Mehran University Research Journal of Engineering & Technology, Volume 29(2), pp. 377-388, April, 2010. EI
    (9) Ali Daud. A Topic Modeling Approach for Research Community Mining. In Proceedings of 5th International Conference on Computer Science and Convergence Information Technologies (ICCIT), Korea, Nov. 30-Dec 02, pp. 1078-1083, 2010. EI [PDF]
    (10) Yan’an Jin, Ruixuan Li, Yi Cai, Qing Li, Ali Daud, and Yuhua Li. Semantic Grounding of Hybridization for Tag Recommendation. In Proceedings of 11th International Web-Age Information Management (WAIM), L. Chen et al. (Eds.): LNCS 6184, pp. 139–150, China, 2010. (Acceptance Rate: 28.00 %) EI [PDF]
    2009
    (11) Ali Daud, Juanzi Li, Lizhu Zhou, and Faqir Muhammad. Conference Mining via Generalized Topic Modeling. In Proceedings of 19th International European Conference on Machine Learning and Principles and Practices of Knowledge Discovery in Databases (ECML PKDD), W. Buntine et al. (Eds.): Part I, LNAI 5781, pp. 244–259, Slovenia, 2009. (Acceptance Rate: 24.88 %) EI [PDF]
    (12) Ali Daud, Juanzi Li, Lizhu Zhou, and Faqir Muhammad. A Generalized Topic Modeling Approach for Maven Search. In Proceedings of International Asia-Pacific Web Conference and Web-Age Information Management (APWEB-WAIM), Q. Li et al. (Eds.): LNCS 5446, pp. 138–149, China, 2009. (Acceptance Rate: 22.70 %) EI [PDF]
    (13) Ali Daud, Juanzi Li, Lizhu Zhou, and Faqir Muhammad. Exploiting Temporal Authors Interests via Temporal-Author-Topic Modeling. In Proceedings of 5th International Conference on Advance Data Mining and Applications (ADMA), R. Huang et al. (Eds.): LNAI 5678, pp. 435–443, China, 2009. (Short Paper, Acceptance Rate: 28.57 %) EI [PDF]
    (14) Ali Daud, Muhammad Akram Shaikh, and Altaf Hussain Rajpar. Scientific Reference Mining using Semantic Information through Topic Modeling. Mehran University Research Journal of Engineering & Technology, Volume 28(2), pp. 253-262, April, 2009. EI
    (15) Faqir Muhammad, Gulshan Ara Majid, and Ali Daud. Frequency Analysis of Seismic Data for Imminent Hazard. In Proceedings of First International Conference on Modeling, Simulation and Optimization (CMSO), pp. 107-110, 26-27 December, China, 2009. (Acceptance Rate: 19.33 %) ISTP
    2008
    (16) Ali Daud, Muhammad Akram Shaikh, and Faqir Muhammad. Pattern Mining in Telecom Data. In Proceedings of the International Conference on Information and Communication Technologies (IC-ICT), Pakistan, 2008.
    , Data Mining (Concepts and Techniques)

Publications

Following (9)

17
Publications
64
Followers
Past advisors
dcszlz@tsinghhua.edu.cn
(+86-10) 62771603
Chair of the Academic Committee Professor in the Department of Computer Science and Technology
ljz@keg.cs.tsinghua.edu.cn Lizhu Zhou Head of Databases Group (DB)
Email
(+86-10) 62781461
China Telephone Office
Tsinghua University
Deputy chair of Institute of Software Professor in the Department of Computer Science and Technology
Juanzi Li Head of Knowledge Engineering Group (KEG)