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    Enhancing electricity consumption forecasting in limited dataset: A simple stacked ensemble approach incorporating simple linear and support vector regression for Malaysia by Chuan, Zun Liang, Shao Jie, Ong, Yim Hin, Tham, Siti Nur Syamimi, Mat Zain, Yunalis Amani, Abdul Rashid, Ainur Naseiha, Kamarudin

    Published 2025
    “…This article introduces a novel artificial intelligence (AI) time-series algorithm, a simple stacked ensemble of simple linear regression (SLR) and Support Vector Regression (SVR), designed to forecast Malaysia’s annual electricity consumption, particularly in scenarios with limited datasets utilizing the Cross Industry Standard Process for Data Mining (CRISP-DM) data science methodology. …”
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    Article
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    Daily allocation of energy consumption forecasting of a power distribution company using optimized least squares support vector machine by Ahmed, Marzia, Mohd Herwan, Sulaiman, Hassan, Md Maruf, Rahaman, Md Atikur, Mohammad, Amin

    Published 2025
    “…This study presents a novel approach for optimal allocation forecasting of energy consumption in a power distribution company, utilizing the Least Squares Support Vector Machine (LSSVM) optimized by novel variants of the Barnacle Mating Optimizer (BMO) such as the new Gooseneck Barnacle Optimizer and Selective Opposition-based constrained BMO. …”
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    Article
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    Understanding Indexing Efficiency for Approximate Nearest Neighbor Search in High-dimensional Vector Databases by Qin, Yuting

    Published 2024
    “…In a vector database, the major operation is to search the 𝑘 closest vectors to a given query vector, known as 𝑘-Nearest-Neighbor (𝑘-NN) search. …”
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    Thesis
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    Feasibility of Vector Instruction-Set Semantics Using Abstract Monads by De Belen, Arthur Reiner

    Published 2024
    “…In this work I examine the question of whether the same prior work can be extended to formalize the semantics of the vector extension. I answer this question with a tentative “yes”, backed by a partial specification in Haskell of a small but nontrivial subset of this vector extension, a translation of the same specification into Coq using hs-to-coq², and work towards demonstrating the utility of this specification.…”
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    Thesis
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    Search for Higgs boson pair production with one associated vector boson in proton-proton collisions at √s = 13 TeV by Hayrapetyan, A., Tumasyan, A., Adam, W., Andrejkovic, J. W., Bergauer, T., Chatterjee, S., Damanakis, K., Dragicevic, M., Escalante Del Valle, A., Hussain, P. S., Jeitler, M., Krammer, N., Liko, D., Mikulec, I., Schieck, J., Schöfbeck, R., Schwarz, D.

    Published 2024
    “…Abstract A search for Higgs boson pair (HH) production in association with a vector boson V (W or Z boson) is presented. The search is based on proton-proton collision data at a center-of-mass energy of 13 TeV, collected with the CMS detector at the LHC, corresponding to an integrated luminosity of 138 fb−1. …”
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    Article
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    Echocardiogram Vector Embeddings Via R3D Transformer for the Advancement of Automated Echocardiography by Chung, Daniel J, Lee, Somin Mindy, Kaker, Vasu, Zhao, Yongyi, Bin, Irbaz, Perera, Sudheesha, Sasankan, Prabhu, Tang, George, Kazzi, Brigitte, Kuo, Po-Chih, Celi, Leo A, Kpodonu, Jacques

    Published 2025
    “…CONCLUSIONS: We present 10,030 vector embeddings learned by this model as a resource to the cardiology research community, as well as the trained model itself. …”
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    Article
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    Differentiable Vector Graphics Rasterization for Editing and Learning by Li, Tzu-Mao, Lukac, Mike, Gharbi, Michael, Ragan-Kelley, Jonathan

    Published 2025
    “…We observe that vector graphics rasterization is differentiable after pixel prefiltering. …”
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    Article
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    Unsupervised learning based performance analysis of n-support vector regression for speed prediction of a large road network by Asif, M. T., Oran, A., Fathi, E., Xu, M., Dhanya, M. M., Mitrovic, N., Jaillet, P., Dauwels, Justin, Goh, Chong Yang

    Published 2013
    “…Previous studies have shown that data driven machine learning methods like support vector regression (SVR) can effectively and accurately perform this task. …”
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    Conference Paper
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    Scene change detection using motion vectors and dc components of prediction residual in H.264 compressed videos by Lin, Zhiping, Yu, Zhenyu.

    Published 2013
    “…In this paper, we use the DC component of inter prediction residuals as well as motion vectors to detect scene changes. Using the proposed algorithm, we can detect scene changes for H.264 compressed videos more effectively, as demonstrated by simulations.…”
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    Conference Paper
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    Space vector pulse-width modulation based maximum boost control of Z-source inverters by Yu, Kun., Luo, Fang Lin., Zhu, Miao.

    Published 2013
    “…In this paper, a novel maximum boost control method is presented based on the space vector pulse-width modulation (SVPWM) technique for the three-phase Z-source inverter (ZSI). …”
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    Conference Paper