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
- Ranked top 10, in SE, last 5 years : Out of 50,000+ researchers. Ranked by g-index.
- Paper accepted to ICSE'12 research track : MORPH: Balancing Privacy and Utility. With Fayola Peters.
- Newly appointed, associate editor : IEEE Transactions Software Engineering
- Technical briefing, accepted to ICSE'12 : Understanding Machine Learning for SE
- Accepted to ICSE'12: goldfish panel : Software Development Analytics. Organized with Thomas Zimmermann, Microsoft.
- 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
- [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 dozen of international SE community (amongst 50,000+ researchers) since 2007.
- I have G and H indexes of 24 and 19.
- Member, editorial boards : IEEE Transactions on Software Engineering; Automated Software Engineering; Empirical Software Engineering; Journal of Visual Languages & Computing.
- Program committees : co-PC chair for ASE'12. Steering committee chair PROMISE'12. Organizer: RAISE'12 PC member: ASE'12, PROMISE'12, MSR'12, RAIISE'12, EMSE'12.
- Students : Current: 3*phd + 2*masters. Completed: 4*phd + 19*masters; (only counted if I am commitee chair).
- Recent papers : MALETS'11, ESEM'11, ASE'11.
- 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.
