Zobrazeno 1 - 10
of 46
pro vyhledávání: '"Domeniconi, Giacomo"'
Autor:
Domeniconi, Giacomo <1986>
In the big data era, a wide amount of data has been generated in different domains, from social media to news feeds, from health care to genomic functionalities. When addressing a problem, we usually need to harness multiple disparate datasets. Data
Externí odkaz:
http://amsdottorato.unibo.it/7494/
Autor:
Zhuang, Yufan, Suneja, Sahil, Thost, Veronika, Domeniconi, Giacomo, Morari, Alessandro, Laredo, Jim
Identifying vulnerable code is a precautionary measure to counter software security breaches. Tedious expert effort has been spent to build static analyzers, yet insecure patterns are barely fully enumerated. This work explores a deep learning approa
Externí odkaz:
http://arxiv.org/abs/2109.03341
Autor:
Puri, Ruchir, Kung, David S., Janssen, Geert, Zhang, Wei, Domeniconi, Giacomo, Zolotov, Vladimir, Dolby, Julian, Chen, Jie, Choudhury, Mihir, Decker, Lindsey, Thost, Veronika, Buratti, Luca, Pujar, Saurabh, Ramji, Shyam, Finkler, Ulrich, Malaika, Susan, Reiss, Frederick
Over the last several decades, software has been woven into the fabric of every aspect of our society. As software development surges and code infrastructure of enterprise applications ages, it is now more critical than ever to increase software deve
Externí odkaz:
http://arxiv.org/abs/2105.12655
Autor:
Bell, David, Domeniconi, Giacomo, Yang, Chih-Chieh, Zhou, Ruhong, Zhang, Leili, Cong, Guojing
An unsolved challenge in the development of antigen specific immunotherapies is determining the optimal antigens to target. Comprehension of antigen-MHC binding is paramount towards achieving this goal. Here, we present CASTELO, a combined machine le
Externí odkaz:
http://arxiv.org/abs/2012.00672
Autor:
Zhang, Leili, Domeniconi, Giacomo, Yang, Chih-Chieh, Kang, Seung-gu, Zhou, Ruhong, Cong, Guojing
Drug discovery is a multi-stage process that comprises two costly major steps: pre-clinical research and clinical trials. Among its stages, lead optimization easily consumes more than half of the pre-clinical budget. We propose a combined machine lea
Externí odkaz:
http://arxiv.org/abs/2011.13788
Autor:
Buratti, Luca, Pujar, Saurabh, Bornea, Mihaela, McCarley, Scott, Zheng, Yunhui, Rossiello, Gaetano, Morari, Alessandro, Laredo, Jim, Thost, Veronika, Zhuang, Yufan, Domeniconi, Giacomo
The Software Naturalness hypothesis argues that programming languages can be understood through the same techniques used in natural language processing. We explore this hypothesis through the use of a pre-trained transformer-based language model to p
Externí odkaz:
http://arxiv.org/abs/2006.12641
Autor:
Weber, Mark, Domeniconi, Giacomo, Chen, Jie, Weidele, Daniel Karl I., Bellei, Claudio, Robinson, Tom, Leiserson, Charles E.
Anti-money laundering (AML) regulations play a critical role in safeguarding financial systems, but bear high costs for institutions and drive financial exclusion for those on the socioeconomic and international margins. The advent of cryptocurrency
Externí odkaz:
http://arxiv.org/abs/1908.02591
Autor:
Pareja, Aldo, Domeniconi, Giacomo, Chen, Jie, Ma, Tengfei, Suzumura, Toyotaro, Kanezashi, Hiroki, Kaler, Tim, Schardl, Tao B., Leiserson, Charles E.
Graph representation learning resurges as a trending research subject owing to the widespread use of deep learning for Euclidean data, which inspire various creative designs of neural networks in the non-Euclidean domain, particularly graphs. With th
Externí odkaz:
http://arxiv.org/abs/1902.10191
Autor:
Cong, Guojing, Domeniconi, Giacomo, Yang, Chih-Chieh, Shapiro, Joshua, Zhou, Fan, Chen, Barry
Publikováno v:
In Journal of Parallel and Distributed Computing December 2019 134:153-165
Publikováno v:
In Computer Methods and Programs in Biomedicine April 2016 126:20-34