Self-supervised online metric learning with low rank constraint for scene categorization by Cong, Yang, Liu, Ji, Yuan, Junsong, Luo, Jiebo

“…With the ability of online learning, our methodology can well handle the large-scale streaming video data with the ability of incremental self-updating. …”
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Accelerating gustavson-based SpMM on embedded FPGAs with element-wise parallelism and access pattern-aware caches by Li, Shiqing, Liu, Weichen

“…The Gustavson’s algorithm (i.e., the row-wise product algorithm) shows its potential as the backbone algorithm for sparse matrix-matrix multiplication (SpMM) on hardware accelerators. …”
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Face transformation using StyleGAN by Cui, Naichuan

“…With the development of the application of computer vision technology, face editing applications become common in various scenarios, and they are widely used in areas such as image beautification, live video streaming, and face confrontation attacks. In recent years, with the emergence of generative adversarial networks, the quality of face image generation has notably improved, making face editing methods even more popular. …”
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Two level aggregation scheme with optimization in subframes headers for IEEE 802.11n wireless networks by Noma, Adamu Muhammad

“…Furthermore, a new two-level aggregation model is developed by integrating the eA-MSDU into A-MPDU and designing suitable operating algorithm. This results to further improvements in respect of both the overheads reduction and throughput gain, by 18% and 7% respectively. …”
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Implementation and integration of HF messaging system with cryptographic features by Mat Sidek, Abd. Rahim

“…For that purpose, several stream ciphers algorithms such as shrinking, multiplexing and memory generator were analyzed to determine their characteristics. …”
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Evolutionary multitasking : a computer science view of cognitive multitasking by Ong, Yew-Soon, Gupta, Abhishek

“…In fact, with the present-day explosion in the variety and volume of incoming information streams that must be absorbed and appropriately processed, the opportunity, tendency, and (even) the need to multitask are unprecedented. …”
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Joint Recognition of Error Correcting Codes and Interleaver Parameters in a Robust Environment by Swaminathan, Ramabadran, Madhukumar, A. S.

“…Note that the proposed algorithms will classify among block coded, convolutional coded, and uncoded data streams.…”
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Compactness criterion for semimartingale laws and semimartingale optimal transport by Liu, Chong, Neufeld, Ariel

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Cluster analysis on dynamic graphs by Nguyen, Ngoc Khanh

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An efficient gustavson-based sparse matrix-matrix multiplication accelerator on embedded FPGAs by Li, Shiqing, Huai, Shuo, Liu, Weichen

“…Due to the low on-chip memory requirement, the consistent data format, and the simplified control logic, the Gustavson’s algorithm is a promising backbone algorithm for SpMM on hardware accelerators. …”
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Modelling of optimized hybrid debris flow using airborne laser scanning data in Malaysia by Lay, Usman Salihu

“…The topographic and geomorphological conditioning factors includes slope angle, slope aspect, total curvature, plane curvature, profile curvature, relative stream power index, topographic wetness index, stream catchment area, topographic roughness index, and topographic position index). …”
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Smartphone-based audio white cane for the blind by Lee, Rachel Yi Hui

“…Real-time computer vision algorithms were created to process the live video streams received from the smartphone camera. …”
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Fractal coding of bio-metric image for face authentication by Ahadullah, Md

“…The thesis also compares the results of enough images of various sizes generated by the proposed algorithms with the results of other fractal coding methods to confirm the algorithms’ clarity, reliability and validity. …”
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PLW : Probabilistic Local Walks for detecting protein complexes from protein interaction networks by Wong, Daniel Lin-Kit, Li, Xiaoli, Wu, Min, Zheng, Jie, Ng, See-Kiong

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Multicast traffic grooming in optical WDM networks by Lin, Rongping

“…This thesis investigates the algorithm design, optimal network design and performance analysis of optical WDM networks with multicast traffic under both static and dynamic traffic scenarios. …”
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Security analysis of NTRU by See, Fen Fei

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Back to the roots : multi-X evolutionary computation by Gupta, Abhishek, Ong, Yew-Soon

“…Over the years, evolutionary computation has come to be recognized as one of the leading algorithmic paradigms in the arena of global black box optimization. …”
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Drone control via deep learning by Tan, Tony Jun Sheng

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Machine learning methods for diagnosis of epilepsy from EEG by Roshini, Koppala

“…The algorithm is trained on interictal scalp EEG data recorded from epileptic patients. …”
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COVID-19 fake news detection model on social media data using machine learning techniques by Kai Xuan, Kelvin Liew, Bhuiyan, Mohaiminul Islam, Nur Shazwani, Kamarudin, Ahmad Fakhri, Ab Nasir, Muhammad Zulfahmi, Toh Abdullah@ Toh Chin Lai

“…Finally, numerous measures are used to evaluate these algorithms such as accuracy, precision, recall, and F1 score. …”
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