I want to know how AI and data mining can help humans in real-world situations.
What my work shows is that "less is more":
i.e.
AI tools can quickly and automatically learn the least number of constraints that
most effect critical decisions.
News
- Invited to program committee : ESEM'12 (Empirical Software Engineering and Measurement)
- Top cited WVU author : Top 1% of 1819 WVU authors. Source: http://goo.gl/mzaFu. H-index...
- Most cited author in IEEE TSE (since 2007) : My Jan'07 IEEE TSE paper Data Mining Static Code Attributes to...
- ICSE'12 accepts my technical briefing : Understanding Machine Learning for Empirical Software Engineering.
- S.P.A.C.E. exploration for SE : Slides from talk in London (CREST Open Workshop, Oct...
- Three papers in IEEE TSE in 2011 : All hail my co-authors: Jamie Andrews, Ayse Bener, Jack Keung*2,...
- Journal paper accepted to IEEE TSE : On the Value of Ensemble Effort Estimation
- Paper accepted to ESE journal : Kernel Methods for Software Effort Estimation
- Paper accepted to Malets'11 : The Inductive Software Engineering Manifesto
- Talk at ESEM'11 : How to find relevant data for effort estimation
- Talk at Microsoft Research, July28 : Empirical SE, version 2.0
- At Microsoft, Redmond, for 1 month : Data mining inside their firewalls. Wow.
- Paper accepted to ASE'11 : 15% acceptance rate. Local vs Global Models for Effort Estimation...
- [more]
About me
- Associate Professor : Lane Department of Computer Science, WVU, WV. I teach data mining, agents, programming languages & artificial intelligence.
- In the most cited SE papers since 2006, my work appears #37 and #114 out of 40,000+ papers.
- I'm ranked in the top 50 of international SE community (amongst 58,000+ researchers) since 2006.
- I have G and H indexes of 24 and 19.
- Member, editorial boards : Automated Software Engineering; Empirical Software Engineering; Journal of Visual Languages & Computing.
- Program committees : PC chair for ASE'12, PROMISE'11; Steering committee chair for PROMISE'11; PC member for ASE'11, ESEM'11, FSE/NI'11, MSR'11, SEW'11, SPARK'11.
- Students : Current: 3*phd + 2*masters. Completed: 4*phd + 19*masters; (only counted if I am commitee chair).
- Recent papers : ASE'10, PROMISE'10*2, PROFES'10, FSE'10*2
- All papers : 41 journal publications, 164 others including 90 at major international conferences.
- Grants, current(2010) : Nsf: $500K + $369K; Qatar NRF: $200K; Dod.sttr(phase2): $260K; Wvu forensics: $35K.
- Grants, all : Nasa:$2,000K; National archives:$1,400K; Nsf:$860K; Dod.sttr:$300K; Qatar NRF:$200K; Wvu forensics:$110K; TOTAL:$4,840K
See also my cv, papers, or pics. Also, see my Sept'08 Google talk or my Jan'11 Microsoft talk.
