Chang Wang

Co-Founder of FMeasure Inc., Researcher

on Machine Learning and Natural Language Processing


Bio:

  • I am currently running a technology startup FMeasure Inc. that extracts knowledge from both structured and unstructured data (company filings, financials, news, social media, recent funding rounds and acquisitions, etc) in real-time, and provides services to business development officers, investors, and bankers to support swift financial decision making. I am also a researcher in machine learning, data mining and natural language processing areas. 
  • In 2015-2018, I was a researcher working on knowledge extraction on big data at a technology startup- Elemental Cognition and Hedge Fund Bridgewater Associates.
  • In 2010-2015, as a research staff member, I built the Information Extraction Component for Jeopardy! winning IBM “Watson” System at IBM T.J. Watson Research Center.
  • Prior to joining IBM, I received Ph.D on machine learning at the University of Massachusetts at Amherst. I also did internship at Microsoft research (2009), IBM research (2008), and eBay research (2007) on search engine, ranking and sentiment analysis.

Contact Information:

  • Email: changwangnk AT gmail.com

Research Areas:

  • Machine Learning (Manifold Learning, Transfer Learning, Representation Learning and Deep Learning);
  • Application of Machine Learning in Natural Language Processing (NLP), Data Mining and Information Retrieval (IR)

Education:


Publications:


Experience:


Service:
       Reviewer for the following journals and conferences:

  • Journal of Machine Learning Research (JMLR)
  • Journal of Artificial Intelligence Research (JAIR)
  • IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
  • IEEE Transactions on Knowledge and Data Engineering (TKDE)
  • IEEE Transactions on Image Processing (IIP)
  • IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
  • ACM Transactions on Information Systems (TOIS)
  • Artificial Intelligence (AIJ)
  • Transactions of the Association for Computational Linguistics (TACL)
  • The VLDB Journal (VLDB)
  • Information Retrieval Journal
  • Journal of Computer Science and Technology (JCST)
  • Journal of Web Semantics (JWS)
  • International Journal of Computer Vision (IJCV)
  • Pattern Recognition (PR)
  • Neuro Computing
  • ACM SIGMOD Conference (SIGMOD)
  • Annual Meeting of the Association for Computational Linguistics (ACL)
  • The Conference on Empirical Methods on Natural Language Processing Conference (EMNLP)
  • The Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)
  • AAAI Conference on Artificial Intelligence (AAAI), etc

 2004-2019 Chang Wang All rights reserved