Relational-Grid-World: a novel relational reasoning environment and an agent model for relational information extraction

2020-11-01
Kucuksubasi, Faruk
Sürer, Elif
Show full item record
Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
141
views
0
downloads
Electrical and Electronic Engineering, General Computer Science
https://hdl.handle.net/11511/69886
Turkish Journal Of Electrical Engineering And Computer Sciences
Graduate School of Informatics, Article

Suggestions

Domain adaptation on graphs by learning graph topologies: theoretical analysis and an algorithm
Vural, Elif (The Scientific and Technological Research Council of Turkey, 2019-01-01)
Traditional machine learning algorithms assume that the training and test data have the same distribution, while this assumption does not necessarily hold in real applications. Domain adaptation methods take into account the deviations in data distribution. In this work, we study the problem of domain adaptation on graphs. We consider a source graph and a target graph constructed with samples drawn from data manifolds. We study the problem of estimating the unknown class labels on the target graph using the...
Selective word encoding for effective text representation
Ozkan, Savas; Ozkan, Akin (The Scientific and Technological Research Council of Turkey, 2019-01-01)
Determining the category of a text document from its semantic content is highly motivated in the literature and it has been extensively studied in various applications. Also, the compact representation of the text is a fundamental step in achieving precise results for the applications and the studies are generously concentrated to improve its performance. In particular, the studies which exploit the aggregation of word-level representations are the mainstream techniques used in the problem. In this paper, w...
Schedulability analysis of real-time multiframe cosimulations on multicore platforms
Ahsan, Muhammad Uzair; Oğuztüzün, Mehmet Halit S. (The Scientific and Technological Research Council of Turkey, 2019-01-01)
For real-time simulations, the fidelity of simulation depends not only on the functional accuracy of simulation but also on its timeliness. It is helpful for simulation designers if they can analyze and verify that a simulation will always meet its timing requirements without unnecessarily sacrificing functional accuracy. Abstracting the simulated processes simply as software tasks allows us to transform the problem of verifying timeliness into a schedulability analysis problem where tasks are checked as to...
ZEKI: unsupervised zero-day exploit kit intelligence
Suren, Emre (The Scientific and Technological Research Council of Turkey, 2020-01-01)
Over the last few years, exploit kits (EKs) have become the de facto medium for large-scale spread of malware. Drive-by download is the leading method that is widely used by EK flavors to exploit web-based client-side vulnerabilities. Their principal goal is to infect the victim's system with a malware. In addition, EK families evolve quickly, where they port zero-day exploits for brand new vulnerabilities that were never seen before and for which no patch exists. In this paper, we propose a novel approach ...
State-space identification of switching linear discrete time-periodic systems with known scheduling signals
Uyanik, Ismail; Hamzacebi, Hasan; Ankaralı, Mustafa Mert (The Scientific and Technological Research Council of Turkey, 2019-01-01)
In this paper, we propose a novel frequency domain state-space identification method for switching linear discrete time-periodic (LDTP) systems with known scheduling signals. The state-space identification problem of linear time-invariant (LTI) systems has been widely studied both in the time and frequency domains. Indeed, there have been several studies that also concentrated on state-space identification of both continuous and discrete linear time-periodic (LTP) systems. The focus in this study is the fam...
Citation Formats
F. Kucuksubasi and E. Sürer, “Relational-Grid-World: a novel relational reasoning environment and an agent model for relational information extraction,” Turkish Journal Of Electrical Engineering And Computer Sciences, pp. 1–16, 2020, Accessed: 00, 2021. [Online]. Available: https://hdl.handle.net/11511/69886.
METU IIS - Integrated Information Service open@metu.edu.tr