Zobrazeno 1 - 10
of 704
pro vyhledávání: '"P., Nirwan"'
Machine learning techniques have shown remarkable accuracy in localization tasks, but their dependency on vast amounts of labeled data, particularly Channel State Information (CSI) and corresponding coordinates, remains a bottleneck. Self-supervised
Externí odkaz:
http://arxiv.org/abs/2404.15370
Publikováno v:
Sistemasi: Jurnal Sistem Informasi, Vol 13, Iss 5, Pp 1836-1851 (2024)
One of the topics that has been discussed on twitter is the rules regarding the removal of masks. However, there's a chance that the data from Twitter contains unequal data classes. An unequal amount of data can cause the classification process to ma
Externí odkaz:
https://doaj.org/article/b1372414b45347c7a7778286ccbddb36
Autor:
Dedi Rohendi, Icha Amelia, Nyimas Febrika Sya'baniah, Dwi Hawa Yulianti, Nirwan Syarif, Addy Rachmat, Fatmawati, Edy Herianto Majlan
Publikováno v:
Science and Technology Indonesia, Vol 9, Iss 3, Pp 556-564 (2024)
The climate change caused by the widespread and continuous use of fossil fuels is a problem that needs to be addressed urgently. One of the solutions offered is through an energy transition towards the use of new or renewable and low-carbon fuels. Hy
Externí odkaz:
https://doaj.org/article/9eb2a21bc83a461ca8ca94088ee42522
Autor:
Masserano, Luca, Rangapuram, Syama Sundar, Kapoor, Shubham, Nirwan, Rajbir Singh, Park, Youngsuk, Bohlke-Schneider, Michael
Publikováno v:
Workshop on Distribution Shifts, 36th Conference on Neural Information Processing Systems (NeurIPS 2022)
The world is not static: This causes real-world time series to change over time through external, and potentially disruptive, events such as macroeconomic cycles or the COVID-19 pandemic. We present an adaptive sampling strategy that selects the part
Externí odkaz:
http://arxiv.org/abs/2302.11870
Providing quality communications under adversarial electronic attacks, e.g., broadband jamming attacks, is a challenging task. Unlike state-of-the-art approaches which treat jamming signals as destructive interference, this paper presents a novel act
Externí odkaz:
http://arxiv.org/abs/2209.01943
Adept network management is key for supporting extremely heterogeneous applications with stringent quality of service (QoS) requirements; this is more so when envisioning the complex and ultra-dense 6G mobile heterogeneous network (HetNet). From both
Externí odkaz:
http://arxiv.org/abs/2207.00415
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-16 (2024)
Abstract Transboundary pollutant transport is considered as one of the primary factors causing the seasonal air quality deterioration in Delhi, India’s capital. The highest standard deviations exceeding days in winter for NO2 (7.14–9.63%) and SO2
Externí odkaz:
https://doaj.org/article/4874ff3d0b35433f80b4843c3627a1a3
Autor:
Liu, Guanxiong, Shi, Hang, Kiani, Abbas, Khreishah, Abdallah, Lee, Jo Young, Ansari, Nirwan, Liu, Chengjun, Yousef, Mustafa
Traffic management systems capture tremendous video data and leverage advances in video processing to detect and monitor traffic incidents. The collected data are traditionally forwarded to the traffic management center (TMC) for in-depth analysis an
Externí odkaz:
http://arxiv.org/abs/2109.03141
Publikováno v:
Getsempena English Education Journal, Vol 11, Iss 1 (2024)
This study is a qualitative descriptive research that focuses on integrating Inquiry-Based Learning (IBL) into the teaching of English in elementary schools in Indonesia. The research methodology includes interviews with teachers, classroom observati
Externí odkaz:
https://doaj.org/article/edbbc855a14449bfb1cc9d635769a83e
Autor:
Paul, Jeha, Michael, Bohlke-Schneider, Pedro, Mercado, Shubham, Kapoor, Rajbir, Singh Nirwan, Valentin, Flunkert, Jan, Gasthaus, Tim, Januschowski
Realistic synthetic time series data of sufficient length enables practical applications in time series modeling tasks, such as forecasting, but remains a challenge. In this paper we present PSA-GAN, a generative adversarial network (GAN) that genera
Externí odkaz:
http://arxiv.org/abs/2108.00981