Feel free to email me for a copy any of these papers:

  • Analysing the History of Autism Spectrum Disorder using Topic Models
    Beykikhoshk, Adham and Phung, Dinh and Arandjelović, Ognjen and Venkatesh, Svetha. To appear in the proceedings of IEEE International Conference on Data Science and Advanced Analytics (DSAA), Montreal, Canada, October 2016.
    bib | abstract | pdf

  • Discovering Topic Structure of a Temporally Evolving Document Corpus
    Beykikhoshk, Adham and Arandjelović, Ognjen and Venkatesh, Svetha and Phung, Dinh. To appear in Knowledge and Information Systems Journal. December 2015, arXiv preprint arXiv:1512.08008.
    bib | abstract | pdf

  • Overcoming Data Scarcity of Twitter: Using Tweets as Bootstrap with Application to Autism-Related Topic Content Analysis
    Beykikhoshk, Adham and Arandjelović, Ognjen and Phung, Dinh and Venkatesh, Svetha. In the proceedings of IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), pages 1354-1361, Paris, France, August 2015. doi:10.1145/2808797.2808908.
    bib | abstract | pdf

  • Using Twitter to Learn About the Autism Community
    Beykikhoshk, Adham and Arandjelović, Ognjen and Phung, Dinh and Venkatesh, Svetha and Caelli, Terry. In Social Network Analysis and Mining Journal, 5(1), pages 5-22, December 2015. doi:10.1007/s13278-015-0261-5.
    bib | abstract | pdf

  • Hierarchical Dirichlet Process for Tracking Complex Topical Structure Evolution and its Application to Autism Research Literature Beykikhoshk, Adham and Arandjelović, Ognjen and Phung, Dinh and Venkatesh, Svetha. In the proceedings of Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD), pages 550-562, Ho Chi Minh, Vietnam, May 2015. doi:10.1007/978-3-319-18038-0_43
    bib | abstract | pdf

  • Data-mining Twitter and the Autism Spectrum Disorder: A Pilot Study
    Beykikhoshk, Adham and Arandjelović, Ognjen and Phung, Dinh and Venkatesh, Svetha and Caelli, Terry. In the proceedings of IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), pages 349-356, Beijing, China, August 2014. doi:10.1109/ASONAM.2014.6921609
    bib | abstract | pdf

  • Evaluating Coverage Changes in National Parks using a Hybrid Change Detection Algorithm and Remote Sensing
    Ghofrani, Zahra and Mokhtarzade, Mehdi and Sahebi, Mohamad Reza and Beykikhoshk, Adham. In Journal of Applied Remote Sensing, 8(1), pages 083646-083646, March 2014. doi:10.1117/1.JRS.8.083646.
    bib | abstract | pdf

Software Packages

  • Bayesian Inference At Scale: BIAS.jl
  • Bayesian NonParametrics: BNP.jl