ILP 2007: Conference Schedule

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100 LaSells Stewart Center
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2007 Conference Schedule

Downloadable ICML/ILP 2007 Conference Schedules

Joint ICML/ILP ILP only

Breakfast, lunch, coffee breaks, and conference banquet are in the Alumni Center Ballroom.
All technical presentations and the poster sessions are in LaSells Stewart Center.

Tuesday June 19th: ILP Technical Sessions		C&E Hall
8:00 am - 9:00 am	Breakfast
9:00 am - 9:10 am	Welcome and Announcements
9:10 am - 10:30 am	ILP Session 1
9:10 am - 10:10 am	Invited Talk: Learning with Kernels and Logical Representations
	Paolo Frasconi
10:10 am - 10:30 am	Poster Overviews
	Phase Transition-Based Perspective on Multiple Instance Kernels
	Romaric Gaudel, Michele Sebag, Antoine Cornuejols
	Clustering Relational Data based on Randomized Propositionalization
	Grant Anderson, Bernhard Pfahringer
10:30 am - 11:00 am	Coffee Break
11:00 am - 12:45 pm	ILP Session 2
11:00 am - 12:15 pm	Oral Presentations
	Frequent Mining of Block Preserving Outerplanar Graph Structured Patterns
	Yosuke Sasaki, Hitoshi Yamazaki, Takayoshi Shoudai, Tomoyuki Uchida
	Using ILP to Construct Features for Information Extraction from Semi-Structured Text
	Ganesh Ramakrishnan, Sachindra Joshi, Sreeram Balakrishnan, Ashwin Srinivasan
	An Inductive Learning System for XML Documents
	Xiaobing Wu
12:15 pm - 12:45 pm	Poster Overviews
	XML Document Classification with Co-training
	Xiaobing Wu
	Seeing the Forest through the Trees: Learning a Comprehensible Model from a First Order Ensemble
	Anneleen Van Assche, Hendrik Blockeel
	Skimmed Classifiers
	Rogerio Salvini, Eduardo Aguilar, Ines Dutra
12:45 pm - 2:00 pm	Lunch
2:00 pm - 3:40 pm	ILP Session 3 (Oral presentations only)
	Best student papers:
	Foundations of Refinement Operators for Description Logics
	A Refinement Operator Based Learning Algorithm for the ALC Description Logic
	Jens Lehman, Pascal Hitzler
	Learning to Assign Degrees of Belief in Relational Domains
	Frederic Koriche
	Mode Directed Inverse Entailment for Full Clausal Theories
	Oliver Ray, Katsumi Inoue
3:40 pm - 4:10 pm	Coffee Break
4:10 pm - 5:45 pm	ILP Session 4
4:10 pm - 5:25 pm	Oral Presentations
	Empirical Comparison of "Hard" and "Soft" Label Propagation for Relational Classification
	Aram Galstyan, Paul Cohen
	Applying Inductive Logic Programming to Process Mining
	Evelina Lamma, Paola Mello, Fabrizio Riguzzi, Sergio Storari
	Learning Declarative Bias
	Will Bridewell, Ljupco Todorovski
5:25 pm - 5:45 pm	Poster presentations
	Induction of Optimal Semantic Semi-distances for Clausal Knowledge Bases
	Claudia D'Amato, Nicola Fanizzi, Floriana Esposito
	ILP :- Just Trie It
	Rui Camacho, Nuno Fonseca, Ricardo Rocha, Vitor Santos Costa
6:30 pm - 9:30 pm	Airlie winery tour	Begins at LaSells Stewert Center

Wednesday, June 20th: ILP Technical Sessions		C&E Hall
8:00 am - 9:00 am	Breakfast
9:00 am - 10:30 am	ILP Session 5
9:00 am - 10:00 am	Invited Talk
	Beyond Prediction: Directions for Probabilistic and Relational Learning
	David Jensen, University of Massachusetts at Amherst
10:00 am - 10:30 am	Poster Overviews
	Learning Directed Probabilistic Logical Models using Ordering-search
	Daan Fierens, Jan Ramon, Maurice Bruynooghe, Hendrik Blockeel
	Using Bayesian Networks to Direct Stochastic Search in Inductive Logic Programming
	Louis Oliphant, Jude Shavlik
	Revising First-Order Logic Theories from Examples through Stochastic Local Search
	Aline Paes, Gerson Zaverucha, Vítor Santos Costa
10:30 am - 11:00 am	Coffee Break
11:00 am - 12:55 pm	ILP Session 6
11:00 am - 12:15 pm	Oral Presentations
	Structural Sampling for Statistical Software Testing
	Nicolas Baskiotis, Michele Sebag
	A Relational Hierarchical Model for Decision-Theoretic Assistance
	Sriraam Natarajan, Prasad Tadepalli, Alan Fern
	Relational Macros for Transfer in Reinforcement Learning
	Lisa Torrey, Jude Shavlik, Trevor Walker, Richard Maclin
12:15 pm - 12:55 pm	Poster Overviews
	Learning Relational Skills for Inductive Transfer in Relational Reinforcement Learning
	Tom Croonenborghs, Kurt Driessens, Maurice Bruynooghe
	Building Relational World Models for Reinforcement Learning
	Trevor Walker, Lisa Torrey, Jude Shavlik, Richard Maclin
	Dynamic Predicate Construction for Learning Relational Concepts
	Michael Chiang, David Poole
	Combining Clauses with Various Precisions and Recalls to Produce Accurate Probabilistic Estimates
	Mark Goadrich, Jude Shavlik

Thursday, June 21st: ICML/ILP Technical Sessions
8:00 am - 9:00 am	Breakfast
9:00 am - 9:10 am	Opening	Austin Auditorium
9:10 am - 10:10 am	Invited Talk: Bernhard Schoelkopf	Austin Auditorium
	Thoughts on Kernels
10:10 am - 10:40 am	Coffee Break
10:50 am - 12:50 pm	ILP Session 7	Austin Auditorium
10:40 am - 11:30 am	ILP Invited Panel	Austin Auditorium
	Structured Machine Learning: The Next 10 Years
	Thomas Dietterich, Pedro Domingos, Lise Getoor, Stephen Muggleton,Bernard Pfahringer
11:30 am - 12:00 pm	Impromptu talks	Austin Auditorium
12:00 pm - 12:50 pm	Business Meeting	Austin Auditorium
12:45 pm - 2:00 pm	Lunch
2:00 pm - 3:40 pm	Joint ICML/ILP Session
	Bias/Variance Analysis for Relational Domains
	Jennifer Neville, David Jensen
	Learning Probabilistic Logic Models from Probabilistic Examples
	Jianzhong Chen, Stephen Muggleton, Jose Santos
	[ICML] Learning from Interpretations: A Rooted Kernel for Ordered Hypergraphs
	Gabriel Wachman, Roni Khardon
	[ICML] Statistical Predicate Invention
	Stanley Kok, Pedro Domingos
3:40 pm - 4:10 pm	Coffee Break
4:10 pm - 5:45 pm	ICML Session 12-RELATIONAL LEARNING
	[ICML] Parameter Learning for Relational Bayesian Networks
	Manfred Jaeger
	[ICML] Relational Clustering by Symmetric Convex Coding
	Bo Long, Zhongfei Zhang, Xiaoyun Wu, Philip S. Yu
	[ICML] Bottom-Up Learning of Markov Logic Network Structure
	Lilyana Mihalkova and Raymond J. Mooney
	[ICML] Fast and Effective Kernels for Relational Learning from Texts
	Alessandro Moschitti, Fabio Massimo Zanzotto
7:00 pm - 10:00 pm	Joint ICML/ILP Poster Session