Zobrazeno 1 - 10
of 27
pro vyhledávání: '"Segev Wasserkrug"'
Publikováno v:
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::321687fe4d5c6acb3fcd16d55909a64a
https://doi.org/10.1145/3534678.3539094
https://doi.org/10.1145/3534678.3539094
Publikováno v:
Proceedings of the AAAI Conference on Artificial Intelligence. 35:12190-12197
The creation of Bayesian networks often requires the specification of a large number of parameters, making it highly desirable to be able to learn these parameters from historical data. In many cases, such data has uncertainty associated with it, inc
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9dd2955b1b384c6a8d5807e09be48162
https://doi.org/10.1609/aaai.v35i13.17447
https://doi.org/10.1609/aaai.v35i13.17447
Publikováno v:
INFORMS Journal on Applied Analytics. 49:384-396
The authors developed a system that was based on statistics learned from historical data about technician visits. They combined both structured and unstructured data to create a probabilistic model and then used a novel process in which a semantic mo
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::3bdc6697e2312c6d2df2e198c426a937
https://doi.org/10.1287/inte.2019.1006
https://doi.org/10.1287/inte.2019.1006
Publikováno v:
INFORMS Journal on Applied Analytics. 49:262-268
The authors discuss their development of an innovative process that applies descriptive, predictive, and prescriptive analytics to improve efficiency and reduce costs at wastewater treatment plants.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ba6d6be399f675fe2bac81abb6f92051
https://doi.org/10.1287/inte.2019.0990
https://doi.org/10.1287/inte.2019.0990
Publikováno v:
Interfaces. 47:411-424
This work addresses operational management optimization problems in wastewater treatment plants. We developed a novel technology that allows control of such plants, based on real-time sensor readings, with cloud computing at the front end and state-o
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5071995560faeba12392d6bbdfe2e129
https://doi.org/10.1287/inte.2017.0907
https://doi.org/10.1287/inte.2017.0907
Publikováno v:
Annals of Operations Research. 317:313-330
This work considers an operational management optimization of wastewater treatment plants. We present a new, CMDP-based optimization model for this problem, as well as a decomposition algorithm for solving it. From a theoretical perspective, we show
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::e77d3ae881db723d0b18cf1329a96277
https://doi.org/10.1007/s10479-016-2146-z
https://doi.org/10.1007/s10479-016-2146-z
Autor:
Segev Wasserkrug
Publikováno v:
Encyclopedia of Database Systems ISBN: 9781489979933
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0c43893effe258f0db3478596a649135
https://doi.org/10.1007/978-1-4614-8265-9_581
https://doi.org/10.1007/978-1-4614-8265-9_581
Publikováno v:
Interfaces. 44:509-524
Efficiently managing pressure in a water distribution network is an issue for water utilities worldwide. Utilities must maintain a delicate balance between lowering the pressure as much as possible to reduce water loss and electricity usage, while ke
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::10cfc77abbdd0dfebc51cdaf47e55859
https://doi.org/10.1287/inte.2014.0761
https://doi.org/10.1287/inte.2014.0761
Publikováno v:
ACM Transactions on Modeling and Computer Simulation. 20:1-22
We propose to improve the efficiency of simulation optimization by integrating the notion of optimal computing budget allocation into the Cross-Entropy (CE) method, which is a global optimization search approach that iteratively updates a parameteriz
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::aee3552a98d35ab09f66d9dc871aa496
https://doi.org/10.1145/1667072.1667076
https://doi.org/10.1145/1667072.1667076
Publikováno v:
Queueing Systems. 61:305-328
We consider a multi-server queue with K priority classes. In this system, customers of the P highest priorities (P
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::7a342a2ea381bb8a5ed97a9129c9dd9a
https://doi.org/10.1007/s11134-009-9110-4
https://doi.org/10.1007/s11134-009-9110-4