Fantasy football meets machine learning: the dynamic game case and a note on strategy
Stolyarov A., Vasiliev G.
M.: Государственное казенное учреждение города Москвы "Центр спортивных инновационных технологий и подготовки сборных команд" Департамента физической культуры и спорта города Москвы, 2019
, , in: Fundamental science and technology - promising developments VII. Proceedings of the Conference. North Charleston, USA, 1-2.12.2015. (Материалы VII международной научно-практической конференции "Фундаментальная наука и технологии - перспективные разработки"). Issue 2.: North Charleston: CreateSpace Independent Publishing Platform, 2015.. P. 96-101.
This research is based on Kaggle1 competition for Caterpillar Inc. Caterpillar Inc. sells a variety of construction and mining equipment. Each machine relies on a complex set of tubes. Tubes can vary across a number of dimensions, material, bends, length and other parameters. Caterpillar Inc. relies on a variety of suppliers to manufacture these tube ...
Added: June 16, 2016
, IEEE Wireless Communications Letters 2018 P. 1-1
Unexpected fluctuations in radio resource demands of active sessions in millimeter-wave (mmWave) systems caused by dynamic blockage of the line-of-sight path may lead to accidental session drops. Existing solutions addressing this problem incorporate multi-connectivity operation that reroutes an ongoing session to another mmWave access point (AP) nearby. We introduce and analyze an alternative approach for ...
Added: February 2, 2019
, IEEE Journal on Selected Areas in Communications 2018 Vol. 36 No. 11 P. 2486-2496
To satisfy the stringent capacity and scalability requirements in the fifth generation (5G) mobile networks, both wireless access and backhaul links are envisioned to exploit millimeter wave (mmWave) spectrum. Here, similar to the design of access links, mmWave backhaul connections must also address many challenges such as multipath propagation and dynamic link blockage, which calls ...
Added: February 2, 2019
, , et al., Nano Communication Networks 2016 No. 8 P. 55-67
Utilizing biological components for data transfer is considered as a promising technique for communications at nanoscales. The ability to store data in its DNA strands as well as natural mobility make agellated bacteria a good candidate for such systems. The use of advanced mechanisms such as replication-based encoding and conjugation to improve the per- formance ...
Added: March 19, 2016
, , , Transactions on Petri Nets and Other Models of Concurrency 2013 Vol. 7 P. 6-55
Colored Petri Nets (CPNs) extend the classical Petri net formalism with data, time, and hierarchy. These extensions make it possible to model complex processes as CPNs without being forced to abstract from relevant aspects. Moreover, CPNs are supported by CPN Tools—a powerful toolset that supports the design and analysis of such processes. The expressiveness of ...
Added: October 14, 2013
STAND: New tool for performance estimation of the block data processing algorithms in high-load systems
, , , in: 13th Conference of Open Innovations Association FRUCT. .: IEEE Computer Society, 2017.. P. 101-110.
The main goal of this work is to present the developed research tool to find, investigate and analyze hidden dependences between parameters of the hardware/software platforms (such as influence of NUMA architecture, memory page size, etc) and the performance of block data processing algorithms. The new toolset (STAND) allows performance estimation and comparison of block ...
Added: November 1, 2018
EEML 2019: Experimental Economics and Machine Learning: Proceedings of the Fifth Workshop on Experimental Economics and Machine Learning at the National Research University Higher School of Economics co-located with the Seventh International Conference on Applied Research in Economics (iCare7)
CEUR Workshop Proceedings, 2019
Workshop concentrates on an interdisciplinary approach to modelling human behavior incorporating data mining and expert knowledge from behavioral sciences. Data analysis results extracted from clean data of laboratory experiments will be compared with noisy industrial datasets from the web e.g. Insights from behavioral sciences will help data scientists. Behavior scientists will see new inspirations to ...
Added: October 18, 2019
АНАЛИЗ ПРОИЗВОДИТЕЛЬНОСТИ СТРАТЕГИЙ СИНХРОНИЗАЦИИ ПОТОКОВ В СТРУКТУРАХ ДАННЫХ, ОСНОВАННЫХ НА FLAT-COMBINING
, , , Известия Санкт-Петербургского государственного электротехнического университета ЛЭТИ 2016 № 7 С. 13-23
Deals with the development of threads synchronizing strategies based on the creation of concurrent «flat-combining» data structures as well as research of their performance. The paper considers «flat-combining» approach and its implementation in the library libcds, the development of thread synchronization strategy and its possible implementations. The efficiency of synchronization strategies usage is researched on ...
Added: November 1, 2018
, , et al., Journal of Behavioral and Experimental Economics 2022 Vol. 98 Article 101879
In this paper, we investigated the influence of competition with a former employer on employees’ performance by examining how athletes in team sports play against their former clubs. Using the data on individual players’ performances in multiple seasons of the NBA, NHL, and major European soccer leagues, we constructed several PPML and OLS models to ...
Added: April 25, 2022
, , Proceedings of the Institute for System Programming of the RAS 2021 Vol. 33 No. 3 P. 109-122
These days, most of time-critical business processes are performed using computer technologies. As an example, one can consider financial processes including trading on stock exchanges powered by electronic communication protocols such as the Financial Information eXchange (FIX) Protocol. One of the main challenges emerging with such processes concerns maintaining the best possible performance since any ...
Added: September 8, 2021