Short-term load forecasting by wavelet transform and evolutionary extreme learning machine by Li, Song, Wang, Peng, Goel, Lalit

“…Each component of the load series is then separately forecasted by a hybrid model of ELM and MABC (ELM-MABC). The global search technique MABC is developed to find the best parameters of input weights and hidden biases for ELM. …”
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Extreme learning machine based fast object recognition by Xu, Jiantao, Zhou, Hongming, Huang, Guang-Bin

“…Besides, the parameter tuning process for ELM is much easier than SVM as well.…”
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Sequential learning for extreme learning machine by Liang, Nanying

“…A novel sequential learning algorihtm for training Single Hidden Layer Feedforward Neural Network (SLFN), Online Sequential Extreme Learning Machine (OS-ELM) is proposed. OS-ELM is based on the combination of Extreme Learning Machine (ELM) and the recursive least-squares (RLS) algorithm. …”
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Extreme learning machine for classification and clustering on multiview data by Chen, Jichao

“…The ELM auto-encoder (ELM-AE) is adopted for feature extraction and feature fusion, and an ELM classifier is ultilized for the final classification. …”
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Enhanced extreme learning machines for image classification by Cui, Dongshun

“…Among numerous machine learning methods, we choose the Extreme Learning Machine (ELM) for our image classification applications. …”
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Development of localization algorithms for a WiFi based indoor positioning system with machine learning techniques by Lu, Xiaoxuan

“…We model the indoor positioning problem under a non-parametric stochastic framework, and modify the well-known ML tool, extreme learning machine (ELM), to achieve the above goal. Firstly, under the assumption that noises merely lie in input data, we modify ELM by introducing a dead zone, which is called DZ-ELM, and integrate it into our IPS. …”
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Extreme learning machine based speaker recognition by Hu, Zongjiang.

“…Finally and most importantly, the performance of ELM and SVM will be compared. With the results shown in Chapter 6, we can draw the conclusion that ELM is superior to SVM in terms of tuning simplicity, time efficiency and testing accuracy.…”
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Room-temperature visible electroluminescence from aluminum nitride thin film embedded with aluminum nanocrystals by Yang, Ming, Liu, Yang, Ding, Liang, Wong, Jen It, Liu, Zhen, Zhang, Sam, Zhang, Wali, Zhu, Fu Rong, Chen, Tupei

“…The EL shows a broad spectrum peaked at 565 nm (2.19 eV) when a negative gate voltage is applied. …”
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Advances in alternating current electroluminescent devices by Wang, Lin, Xiao, Lian, Gu, Haoshuang, Sun, Handong

“…The challenges and opportunities for the further development of AC‐driven EL devices are also discussed.…”
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ADC architectures for low power analog machine learning by David Bose, Christin

“…First, a 1-bit ADC (current comparator) is designed for application in a novel ELM based conditional branch prediction system designed for pipelined processors. …”
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Emergency logistics considering traffic congestion by Wang, Qingyi

“…Emergency logistics (EL) is the key to alleviate disaster impacts and to accelerate pre- and post-disaster relief operations. …”
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EEG based mind controlled car by Li, Yue

“…Furthermore, in order to demo the result, we built a remote control car which controlled by the classification result from ELM classifier.…”
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Emotional states classification from brain signals by Lee, Vinson Bing Jun.

“…Results from the experimental data have indicated that Kernel ELM is the best option as opposed to other SVM variants. …”
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Simultaneous super-resolution and classification of lung disease scans by Heba M. Emara, Mohamed R. Shoaib, Walid El-Shafai, Mohamed Elwekeil, Ezz El-Din Hemdan, Mostafa M. Fouda, Taha E. Taha, Adel S. El-Fishawy, El-Sayed M. El-Rabaie, Fathi E. Abd. El-Samie

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Low-power processors for implantable epileptic seizure detection system by Baihaqi, Muhammad Rayhan

“…Extreme Learning Machine (ELM) has gained some attentions recently, due to the fact that learning speed of ELM is really fast compared to the traditional learning algorithm. …”
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Effect of antimicrobial agents on biofilm cells and invitro development of resistance in planktonic cells of pseudomonas aeruginosa PA01 by Balasankar Meera Priyadarshini

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The limits of liberalization: WTO entry and Chinese state-owned firms by Tan, Y, Davis, CL

“…</p> <br> <p>[¿Limita la propiedad por parte del Estado los efectos liberalizadores de la OMC? Estudiamos el caso de China, que no solo es el mayor Estado exportador, sino que también presta un apoyo activo a las empresas públicas estatales, lo cual podría llegar a distorsionar el comercio mundial. …”

Report to the President for year ended June 30, 2024, Technical Leadership and Communication Programs by Rahaman, Reza, McGonagle, Leo, Hu, Tony, Gray, Martha, Hart, Douglas

“…This report contains the following sections: Gordon-MIT Engineering Leadership Program (GEL); Riccio Graduate Engineering Leadership Program (GradEL); Undergraduate Practice Opportunities Program (UPOP); and MIT School of Engineering Communication Lab.…”
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Universal machine learning classifier using extreme learning machines by Chen, Jinnan

“…By using different scales of datasets, we could see the better performance of the proposed classifier and compared with the results of other popular algorithms, so the advantage of the ELM-based universal classifier could be demonstrated. …”
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Structured sparse representations for supervised and unsupervised learning by Zeng, Yijie

“…This thesis also explores the use of unsupervised ELM (US-ELM) on top of the learned graph to learn a flexible and discriminative data embedding that is beneficial for clustering. …”
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