Big data analytics for smart transportation (2) by Chung, Maybelle Huishi

“…Data preparation involves the tasks of retrieving taxi trips from the raw dataset. By applying the DBSCAN clustering algorithm on the data, major clusters of the taxi trips were retrieved. …”
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Expressive B-spline curves: a pilot study on a flexible shape representation by Seah, Hock Soon, Tandianus, Budianto, Sui, Yiliang, Wu, Zhongke

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Enabling high performance n-type metal oxide semiconductors at low temperatures for thin film transistors by Tiwari, Nidhi, Nirmal, Amoolya, Kulkarni, Mohit Rameshchandra, John, Rohit Abraham, Mathews, Nripan

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Automating feature engineering in machine Learning by Zhu, Haoyu

“…Feature engineering is a vital part of machine learning that transforms massive raw data into the applicable feature set, and many algorithms of feature engineering have been proposed to promote the efficiency and accuracy of this process. …”
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RanDumb: random representations outperform online continually learned representations by Prabhu, A, Sinha, S, Kumaraguru, P, Torr, PHS, Sener, O, Dokania, PK

“…Our primary contribution is empirically demonstrating that existing online continually trained deep networks produce inferior representations compared to a simple pre-defined random transforms. Our approach embeds raw pixels using a fixed random transform, approximating an RBF-Kernel initialized before any data is seen. …”

Impact of BPL penalty functions and PSF models in PET/CT radial spatial resolution recovery by Si, Wang Jie

“…A capillary tube was used to draw the selected drop, creating the point source with volume 1 mm3. …”
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On the robustness of average losses for partial-label learning by Lv, Jiaqi, Liu, Biao, Feng, Lei, Xu, Ning, Xu, Miao, An, Bo, Niu, Gang, Geng, Xin, Sugiyama, Masashi

“…In PLL, identification-based strategy (IBS) purifies each PL on the fly to select the (most likely) TL for training; average-based strategy (ABS) treats all candidate labels equally for training and let trained models be able to predict TL. …”
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Contentious consensus: challenges of diversity to identity-based language policies by Jain, Ritu

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Exact algorithms for continuous pricing with advanced discrete choice demand models by Haering, Tom, Legault, Robin, Torres, Fabian, Ljubić, Ivana, Bierlaire, Michel

“…We further exploit utility breakpoints to develop the BEA, which scales polynomially in the number of customers and draws, providing a fast option for low numbers of prices. …”
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Negotiating power: examining the role of procedural elements in international peace talks by Coplen, M

“…All three studies validate the influence of procedural elements in shaping negotiation dynamics and outcomes. …”

Membrane compaction in forward osmosis process by Ng, Daniel Yee Fan, Chen, Yunfeng, Dong, Zhili, Wang, Rong

“…The TFC membranes were continuously tested in FO experiments for 24 h by using DI water as feed and NaCl solutions of different concentrations as draw solution, and their performances were checked again using fresh feed solutions. …”
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Generic Object Recognition with Local Receptive Fields Based Extreme Learning Machine by Bai, Zuo, Kasun, Liyanaarachchi Lekamalage Chamara, Huang, Guang-Bin

“…It is operated directly on the raw images and thus suitable for all different datasets. …”
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Immune Checkpoint Blockade sensitivity and Progression-Free Survival associates with baseline CD8+ T cell clone size and cytotoxicity by Watson, R, Tong, O, Taylor, C, Kumar Sharma, P, Verge De Los Aires, A, Mahe, E, Ruffieux, H, Nassiri, I, Middleton, M, Fairfax, B

“…For raw data, please refer to the FASTQ files which have been deposited in the European Genome–phenome Archive, which is hosted by the European Bioinformatics Institute and the Centre for Genomic Regulation (accession no. …”

Target detection and estimation using a stereo vision camera for autonomous navigation by Chow, Song Qian.

“…After these images have been captured, software programs like FlyCapture® SDK and Triclops® SDK, which are provided by Point Grey Research will be used to process the raw images. Subsequently, edge detection techniques are applied to these images to detect these objects. …”
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Develop web crawler by Soh, Justin Ang Long.

“…In this case, I want to firstly identify student names and filter them out from the raw data, and secondly properly identify who is who according to the registered student names.…”
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Wind power load factor in the United Kingdom by Constable, J, Aoyama, H

“…The monthly load factor for all renewable generators registered under the Obligation can be calculated from raw data issued by the regulator, the Office of Gas and Electricity Markets (Ofgem). …”

Epidemiology of injuries in street dancers by Yee, Ernest Chun Tuck

“…However, street dance has yet to draw the desired research attention. Purpose: To determine the prevalence rate, severity, types and distribution of injuries amongst street dancers in Singapore. …”
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Multimodal radar with wide band communication system by Danial Ritzuan Junaidi

“…Synthetic Aperture Radar (SAR) Imaging is one of the most important surveillance techniques nowadays due to its all-time and all-weather operation capability [2]. …”
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Current collector health monitoring of LRT trains powered by three-phase AC power rail based on inductive coupling method by Zhao, Zhenyu, Chua, Eng Kee, Svimonishvili, Tengiz, Fan, Fei, Jie, Huamin, Wang, Wensong, Shu, Zhou, Sun, Quqin, See, Kye Yak

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Compressed event sensing (CES) volumes for event cameras by Lin, Songnan, Ma, Ye, Chen, Jing, Wen, Bihan

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