Zobrazeno 1 - 10
of 17
pro vyhledávání: '"Ariyam Das"'
Publikováno v:
Electronic Proceedings in Theoretical Computer Science, Vol 306, Iss Proc. ICLP 2019, Pp 273-279 (2019)
In the past, the semantic issues raised by the non-monotonic nature of aggregates often prevented their use in the recursive statements of logic programs and deductive databases. However, the recently introduced notion of Pre-mappability (PreM) has s
Externí odkaz:
https://doaj.org/article/2c485e4b98bf4d47bf4673c326919315
Publikováno v:
Studies in health technology and informatics. 293
In many developing countries like India, there is a widespread lack of general awareness about the importance of good oral health, which causes dental patients to neglect their oral hygiene, thus precipitating many long-term ailments. We developed an
Publikováno v:
Electronic Proceedings in Theoretical Computer Science. 325:35-37
Publikováno v:
Electronic Proceedings in Theoretical Computer Science, Vol 306, Iss Proc. ICLP 2019, Pp 273-279 (2019)
In the past, the semantic issues raised by the non-monotonic nature of aggregates often prevented their use in the recursive statements of logic programs and deductive databases. However, the recently introduced notion of Pre-mappability (PreM) has s
Publikováno v:
ICDE
Demand for powerful, high-performance analytics on large Data Bases has been ever growing. Database Management Systems have long shown that descriptive analytics can be supported quite effectively by enriching traditional aggregates with constructs s
Publikováno v:
Theory and Practice of Logic Programming. 18:806-845
BigDatalog is an extension of Datalog that achieves performance and scalability on both Apache Spark and multicore systems to the point that its graph analytics outperform those written in GraphX. Looking back, we see how this realizes the ambitious
Publikováno v:
IJCAI
Online decision tree models are extensively used in many industrial machine learning applications for real-time classification tasks. These models are highly accurate, scalable and easy to use in practice. The Very Fast Decision Tree (VFDT) is the cl
Autor:
Carlo Zaniolo, Ariyam Das
A large class of traditional graph and data mining algorithms can be concisely expressed in Datalog, and other Logic-based languages, once aggregates are allowed in recursion. In fact, for most BigData algorithms, the difficult semantic issues raised
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::dbb3b767976e9806ac2ebdfb09d62e52
Publikováno v:
Ad Hoc Networks. 42:61-73
In a wireless network, messages need to be sent on in an optimized way to preserve the energy of the network. A minimum connected dominating set (MCDS) offers an optimized way of sending messages. However, MCDS construction is a NP-Hard problem. In t
Publikováno v:
CIKM
Industrial-scale machine learning applications often train and maintain massive models that can be on the order of hundreds of millions to billions of parameters. Model parallelism thus plays a significant role to support these machine learning tasks