Research Work

Research Interests

  • Clustering Algorithms
  • Multi-view Clustering
  • Text Clustering
  • Clustering hi-dimensional data
  • Text Mining

Publications

  • Wahid, Abdul, Xiaoying Gao, and Peter Andreae. “`A Soft Subspace Clustering Method for Text Data using Latent Dirichlet Allocation based Feature Weighting Scheme.” to appear in Web Information Systems Engineering–WISE 2015 . Springer Berlin Heidelberg, 2015. [pdf]
  • Wahid, Abdul, Xiaoying Gao, and Peter Andreae. “Multi-Objective Clustering Ensemble for High-Dimensional Data based on Strength Pareto Evolutionary Algorithm (SPEA-II).” to appear in IEEE International Conference on Datascience and Advance Analytics (DSAA). IEEE 2015. [pdf]
  • Wahid, Abdul, Xiaoying Gao, and Peter Andreae. “Multi-Objective Multi-View Clustering Ensemble based on Evolutionary Approach.” to appear in Evolutionary Computation (CEC), 2015 IEEE Congress on. IEEE, 2015. [pdf]
  • Wahid, Abdul, Xiaoying Gao, and Peter Andreae. “Multi-view clustering of web documents using multi-objective genetic algorithm.” Evolutionary Computation (CEC), 2014 IEEE Congress on. IEEE, 2014. [pdf]
  • Wahid, Abdul, Xiaoying Gao, and Peter Andreae. “Exploiting User Queries for Search Result Clustering.” Web Information Systems Engineering–WISE 2013 . Springer Berlin Heidelberg, 2013. 111-120. [ full] [ short]
  • Wahid, Abdul, and Boyan Bontchev. “Platform for extraction, visualization and analysis of search trends.” Proceedings of the 8th International Conference on Frontiers of Information Technology. ACM, 2010. [ pdf]
  • Wahid, Abdul, Asma Rafiq, Farooq Ahmad, and Petko Ruskov. “Discovering Business Opportunities via Search Trends.” Proceedings of International Conference for Entrepreneurship, Innovation and Regional Development–ICEIRD 2010. [ pdf]

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