Travelled to:1 × Australia
1 × Canada
1 × Italy
1 × USA
1 × United Kingdom
Collaborated with:C.F.Aliferis G.Borboudakis C.Papagiannopoulou G.Tsoumakas D.P.Hardin A.R.Statnikov N.Muscettola P.H.Morris
Talks about:effici (2) causal (2) label (2) relationship (1) determinist (1) constraint (1) discoveri (1) character (1) reformul (1) knowledg (1)
Person: Ioannis Tsamardinos
DBLP: Tsamardinos:Ioannis
Contributed to:
2015
201220042003
1998Wrote 5 papers:
- KDD-2015-Papagiannopoulou #learning #multi
- Discovering and Exploiting Deterministic Label Relationships in Multi-Label Learning (CP, GT, IT), pp. 915–924.
- ICML-2012-BorboudakisT #constraints #graph #information management #network
- Incorporating Causal Prior Knowledge as Path-Constraints in Bayesian Networks and Maximal Ancestral Graphs (GB, IT), p. 59.
- ICML-2004-HardinTA #feature model #linear
- A theoretical characterization of linear SVM-based feature selection (DPH, IT, CFA).
- KDD-2003-TsamardinosAS #markov #performance
- Time and sample efficient discovery of Markov blankets and direct causal relations (IT, CFA, ARS), pp. 673–678.
- KR-1998-MuscettolaMT #execution #performance
- Reformulating Temporal Plans for Efficient Execution (NM, PHM, IT), pp. 444–452.