Melding the data-decisions pipeline: Decision-focused learning for combinatorial optimization

B Wilder, B Dilkina, M Tambe - Proceedings of the AAAI Conference on …, 2019 - aaai.org
Creating impact in real-world settings requires artificial intelligence techniques to span the
full pipeline from data, to predictive models, to decisions. These components are typically …

Towards goal-oriented semantic signal processing: Applications and future challenges

M Kalfa, M Gok, A Atalik, B Tegin, TM Duman… - Digital Signal …, 2021 - Elsevier
Advances in machine learning technology have enabled real-time extraction of semantic
information in signals which can revolutionize signal processing techniques and improve …

Optimal array pattern synthesis using semidefinite programming

F Wang, V Balakrishnan, PY Zhou… - IEEE Transactions …, 2003 - ieeexplore.ieee.org
We present algorithms for the solution of two problems in array pattern synthesis. The first is
the design of nonuniform arrays with a desired magnitude response. The second is that of …

Ranking and clustering web services using multicriteria dominance relationships

D Skoutas, D Sacharidis, A Simitsis… - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
As the web is increasingly used not only to find answers to specific information needs but
also to carry out various tasks, enhancing the capabilities of current web search engines …

Region-tree based stereo using dynamic programming optimization

C Lei, J Selzer, YH Yang - 2006 IEEE Computer Society …, 2006 - ieeexplore.ieee.org
In this paper, we present a novel stereo algorithm that combines the strengths of region-
based stereo and dynamic programming on a tree approaches. Instead of formulating an …

Multi-resource scheduling and routing for emergency recovery operations

B Bodaghi, S Shahparvari, M Fadaki, KH Lau… - International journal of …, 2020 - Elsevier
Efficient delivery of multiple resources for emergency recovery during disasters is a matter of
life and death. Nevertheless, most studies in this field only handle situations involving single …

Automatic dynamic web service composition: A survey and problem formalization

P Bartalos, M Bieliková - Computing and Informatics, 2011 - cai.sk
The aim of Web service composition is to arrange multiple services into workflows supplying
complex user needs. Due to the huge amount of Web services and the need to supply …

Graph theoretic topological analysis of web service networks

H Kil, SC Oh, E Elmacioglu, W Nam, D Lee - World wide web, 2009 - Springer
Using graph theory, we analyze the topological landscape of web service networks formed
by real-world data set, either downloaded from web service repositories or crawled by a …

A web service discovery approach based on common topic groups extraction

J Wang, P Gao, Y Ma, K He, PCK Hung - IEEE Access, 2017 - ieeexplore.ieee.org
Web services have attracted much attention from distributed application designers and
developers because of their roles in abstraction and interoperability among heterogeneous …

Calculating the relative importance of condition attributes based on the characteristics of decision rules and attribute reducts: Application to crowdfunding

S Chakhar, A Ishizaka, A Thorpe, J Cox… - European Journal of …, 2020 - Elsevier
Crowdfunding is the practice of funding a project or venture by raising monetary
contributions from a large number of people, typically via the Internet. Lendwithcare is …