1 code implementation • 10 Jul 2020 • Rajesh Kumar, Abdullah Aman Khan, Sinmin Zhang, Jay Kumar, Ting Yang, Noorbakhash Amiri Golalirz, Zakria, Ikram Ali, Sidra Shafiq, Wenyong Wang
Blockchain technology authenticates the data and federated learning trains the model globally while preserving the privacy of the organization.
1 code implementation • 26 Feb 2020 • Jay Kumar
We empirically proved importance of selected feature set for classification model to identify fake reviews.
no code implementations • 28 Nov 2019 • Wazir Ali, Jay Kumar, Junyu Lu, Zenglin Xu
Our intrinsic evaluation results demonstrate the high quality of our generated Sindhi word embeddings using SG, CBoW, and GloVe as compare to SdfastText word representations.
no code implementations • ACL 2020 • Jay Kumar, Junming Shao, Salah Uddin, Wazir Ali
Clustering short text streams is a challenging task due to its unique properties: infinite length, sparse data representation and cluster evolution.
no code implementations • 30 Dec 2020 • Wazir Ali, Jay Kumar, Zenglin Xu, Congjian Luo, Junyu Lu, Junming Shao, Rajesh Kumar, Yazhou Ren
The word segmentation is a fundamental and inevitable prerequisite for many languages.
no code implementations • 19 Feb 2021 • Zakria, Jianhua Deng, Muhammad Saddam Khokhar, Muhammad Umar Aftab, Jingye Cai, Rajesh Kumar, Jay Kumar
Vehicle Re-identification (re-id) over surveillance camera network with non-overlapping field of view is an exciting and challenging task in intelligent transportation systems (ITS).
no code implementations • 26 Feb 2021 • Rajesh Kumar, Wenyong Wang, Jay Kumar, Zakria, Ting Yang, Waqar Ali
Specifically for malware detection task, (i) we propose a novel user (local) neural network (LNN) which trains on local distribution and (ii) then to assure the model authenticity and quality, we propose a novel smart contract which enable aggregation process over blokchain platform.
no code implementations • 2 Apr 2021 • Gang He, Khwaja Mutahir Ahmad, Wenxin Yu, Xiaochuan Xu, Jay Kumar
In this paper, a primer survey on the GML framework is provided for researchers.
no code implementations • 22 Apr 2021 • Rajesh Kumar, Wenyong Wang, Cheng Yuan, Jay Kumar, Zakria, He Qing, Ting Yang, Abdullah Aman Khan
To solve this challenging task, we propose a blockchain-based federated learning framework that provides collaborative data training solutions by coordinating multiple hospitals to train and share encrypted federated models without leakage of data privacy.
no code implementations • EACL (WASSA) 2021 • Wazir Ali, Naveed Ali, Yong Dai, Jay Kumar, Saifullah Tumrani, Zenglin Xu
In this paper, we develop Sindhi subjective lexicon using a merger of existing English resources: NRC lexicon, list of opinion words, SentiWordNet, Sindhi-English bilingual dictionary, and collection of Sindhi modifiers.
no code implementations • RANLP 2021 • Wazir Ali, Zenglin Xu, Jay Kumar
In this paper, we introduce the SiPOS dataset for part-of-speech tagging in the low-resource Sindhi language with quality baselines.
no code implementations • 29 Oct 2023 • Gabriel Spadon, Jay Kumar, Derek Eden, Josh van Berkel, Tom Foster, Matthew Smith, Sarah Vela, Romina Gehrmann, Amilcar Soares, Ronan Fablet, Stan Matwin, Ronald Pelot
This study explores using AIS data to prevent vessel-to-whale collisions by forecasting long-term vessel trajectories from engineered AIS data sequences.