Sciweavers

AAAI
2015
8 years 8 months ago
Handling Uncertainty in Answer Set Programming
We present a probabilistic extension of logic programs under the stable model semantics, inspired by the concept of Markov Logic Networks. The proposed language takes advantage of...
Yi Wang, Joohyung Lee
AAAI
2015
8 years 8 months ago
Automated Analysis of Commitment Protocols Using Probabilistic Model Checking
Commitment protocols provide an effective formalism for the regulation of agent interaction. Although existing work mainly focus on the design-time development of static commitmen...
Akin Günay, Songzheng Song, Yang Liu, Jie Zha...
AAAI
2015
8 years 8 months ago
From Non-Negative to General Operator Cost Partitioning
Operator cost partitioning is a well-known technique to make admissible heuristics additive by distributing the operator costs among individual heuristics. Planning tasks are usua...
Florian Pommerening, Malte Helmert, Gabriele R&oum...
AAAI
2015
8 years 8 months ago
Online Bayesian Models for Personal Analytics in Social Media
Latent author attribute prediction in social media provides a novel set of conditions for the construction of supervised classification models. With individual authors as trainin...
Svitlana Volkova, Benjamin Van Durme
AAAI
2015
8 years 8 months ago
Fast Convention Formation in Dynamic Networks Using Topological Knowledge
In this paper, we design a distributed mechanism that is able to create a social convention within a large convention space for multiagent systems (MAS) operating on various topol...
Mohammad Rashedul Hasan, Anita Raja, Ana L. C. Baz...
AAAI
2015
8 years 8 months ago
Acquiring Speech Transcriptions Using Mismatched Crowdsourcing
Transcribed speech is a critical resource for building statistical speech recognition systems. Recent work has looked towards soliciting transcriptions for large speech corpora fr...
Preethi Jyothi, Mark Hasegawa-Johnson
AAAI
2015
8 years 8 months ago
Deep Modeling Complex Couplings within Financial Markets
The global financial crisis occurred in 2008 and its contagion to other regions, as well as the long-lasting impact on different markets, show that it is increasingly important t...
Wei Cao, Liang Hu, Longbing Cao
AAAI
2015
8 years 8 months ago
Extracting Adverse Drug Reactions from Social Media
The potential benefits of mining social media to learn about adverse drug reactions (ADRs) are rapidly increasing with the increasing popularity of social media. Unknown ADRs hav...
Andrew Yates, Nazli Goharian, Ophir Frieder
AAAI
2015
8 years 8 months ago
Social Hierarchical Learning
Abstract—I present the outline for my dissertation work, Social Hierarchical Learning (SHL). SHL leverages and extends the capabilities of state-of-the-art hierarchical learning ...
Bradley Hayes
AAAI
2015
8 years 8 months ago
LARS: A Logic-Based Framework for Analyzing Reasoning over Streams
The recent rise of smart applications has drawn interest to logical reasoning over data streams. Different query languages and stream processing/reasoning engines were proposed. H...
Harald Beck, Minh Dao-Tran, Thomas Eiter, Michael ...