Zobrazeno 1 - 10
of 341
pro vyhledávání: '"Dengyong Zhou"'
Autor:
Dengyong Zhou, Nihar B. Shah
Publikováno v:
ACM Transactions on Economics and Computation. 8:1-40
The growing need for labeled training data has made crowdsourcing a vital tool for developing machine learning applications. Here, workers on a crowdsourcing platform are typically shown a list of unlabeled items, and for each of these items, are ask
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f1203579034f8db3a8bb165fa94284cc
https://doi.org/10.1145/3396863
https://doi.org/10.1145/3396863
Publikováno v:
Query Understanding for Search Engines ISBN: 9783030583330
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::7cf8fb8ed46f77ec9de89da97fa13079
https://doi.org/10.1007/978-3-030-58334-7_8
https://doi.org/10.1007/978-3-030-58334-7_8
Autor:
Lin Xiao, Anil Francis Thomas, Shayok Chakraborty, Jack W. Stokes, Dengyong Zhou, Mady Marinescu
Publikováno v:
MILCOM
Despite widespread use of commercial anti-virus products, the number of malicious files detected on home and corporate computers continues to increase at a significant rate. Recently, anti-virus companies have started investing in machine learning so
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f55bf6fd8c1b8b127adf9891fc32656a
https://doi.org/10.1109/milcom.2017.8170758
https://doi.org/10.1109/milcom.2017.8170758
Publikováno v:
ACM Transactions on Knowledge Discovery from Data. 3:1-30
Evolutionary clustering is an emerging research area essential to important applications such as clustering dynamic Web and blog contents and clustering data streams. In evolutionary clustering, a good clustering result should fit the current data we
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1de0ef4966ee6cc7ab300a32c81b3857
https://doi.org/10.1145/1631162.1631165
https://doi.org/10.1145/1631162.1631165
Publikováno v:
IEEE Transactions on Geoscience and Remote Sensing. 45:3044-3054
This paper presents a semi-supervised graph-based method for the classification of hyperspectral images. The method is designed to handle the special characteristics of hyperspectral images, namely, high-input dimension of pixels, low number of label
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c28b113c9c8b0c55a3c9513986454f7f
https://doi.org/10.1109/tgrs.2007.895416
https://doi.org/10.1109/tgrs.2007.895416
Autor:
Nihar Shah, Dengyong Zhou
Publikováno v:
Proceedings of the AAAI Conference on Artificial Intelligence. 29
Human computation or crowdsourcing involves joint inference of the ground-truth-answers and the worker-abilities by optimizing an objective function, for instance, by maximizing the data likelihood based on an assumed underlying model. A variety of m
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9f3f36ddbbcd83719d168ef21d7e9a20
https://doi.org/10.1609/aaai.v29i1.9336
https://doi.org/10.1609/aaai.v29i1.9336
Autor:
RuWei Dai, Dengyong Zhou
Publikováno v:
Proceedings of the 3rd World Congress on Intelligent Control & Automation (Cat. No.00EX393); 2000, p3033-3039, 7p
Autor:
Jason Weston, William Stafford Noble, Eugene Ie, Christina S. Leslie, André Elisseeff, Dengyong Zhou
Publikováno v:
Bioinformatics
Motivation: Building an accurate protein classification system depends critically upon choosing a good representation of the input sequences of amino acids. Recent work using string kernels for protein data has achieved state-of-the-art classificatio
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2bfa802481ee674c915ac713e584a607
https://doi.org/10.1093/bioinformatics/bti497
https://doi.org/10.1093/bioinformatics/bti497
Publikováno v:
SSRN Electronic Journal.
In crowd labeling, a large amount of unlabeled data instances are outsourced to a crowd of workers. Workers will be paid for each label they provide, but the labeling requester usually has only a limited amount of the budget. Since data instances hav
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2395979984d4524e1eb7b12cb5d9fd71
https://doi.org/10.2139/ssrn.2408163
https://doi.org/10.2139/ssrn.2408163
Publikováno v:
WSDM
Query suggestion is an interactive approach for search engines to better understand users information need. In this paper, we propose a novel query suggestion framework which leverages user re-query feedbacks from search engine logs. Specifically, we
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6f3b9992bc93f98b08177b23917d3868
https://doi.org/10.1145/2124295.2124339
https://doi.org/10.1145/2124295.2124339