Biosignals-based driver’s awareness/emotion monitoring for future car design by Yao, Xibing

“…The aim of this project is to design experiments to obtain and compare the test accuracy of ELM in simulated driving and real driving. As well as to test the performance of artifact removal based on ICA in simulated driving and real driving. …”
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Raindrop removal from single image by Song, Rongzihan

“…For faster processing of images for surveillance, an Extreme Learning Machining(ELM) method is also used. It can classify these surveillance images into two parts: degraded images and non-degraded images. …”
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Neck pinch singularities and Joyce conjectures in Lagrangian mean curvature flow with circle symmetry by Lotay, JD, Oliveira, G

Effect of contextual information in human action recognition in videos by Koh, Hong Wei

“…The first phase of the project is to extract features from the videos using log covariance matrix with Support Vector Machine (SVM) and Extreme Learning Machine (ELM) as the classifiers to discriminate the actions. …”
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Ensemble neural networks with input optimization for flood forecasting by Mohd Khairudin, Nazli, Mustapha, Norwati, Mohd Aris, Teh Noranis, Zolkepli, Maslina

“…This paper proposed an ensemble of neural networks for long-term flood forecasting that combine the output of backpropagation neural network (BPNN) and extreme learning machine (ELM). The proposed ensemble neural networks model has been applied towards the rainfall data from eight rainfall stations of Kelantan River Basin to forecast the water level of Kuala Krai. …”
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Discrete wavelet transform coefficients for emotion recognition from EEG signals by Ser, Wee, Huang, Guang-Bin, Yohanes, Rendi E. J.

“…Two classifiers were used: Extreme Learning Machine (ELM) and Support Vector Machine (SVM). Experimental results confirmed that the proposed DWT coefficients method showed improvement of performance compared to previous methods.…”
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Analysis and characterization of nervous system defects in candidate mutations resulting from a mutagenesis screen in the fruit fly, Drosophila melanogaster by Joanita Jasmen

“…For this reason, an ethyl methanesulfonate (EMS) mutagenesis screen was conducted in Drosophila melanogaster. …”
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QUCS-S: a central tool in the openPDK IC design flow by Brinson, Mike

“…The recent release of Qucs-S version 24.2.0 further expands the tool set to include RF microstrip layout and analysis, using the Qucs-RFlayout and openEMS software. Throughout the presentation a series of simulation examples are introduced. …”
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Empirical comparison of bagging-based ensemble classifiers by Suganthan, P. N., Ye, Ren

“…This paper compares empirically four bagging-based ensemble classifiers, namely the ensemble adaptive neuro-fuzzy inference system (ANFIS), the ensemble support vector machine (SVM), the ensemble extreme learning machine (ELM) and the random forest. The comparison of these four ensemble classifiers is novel because it has not been reported in the existing literature. …”
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EV charging/discharging coordination in LV distribution grid by Toh, Wei Le.

“…The proposed algorithm should be tested using the Microgrid Energy Management System (MG-EMS) setup in LaCER laboratory. The effectiveness of the proposed algorithm should be assessed in terms of operating cost, cable power losses and voltage deviations of the distribution grid which is a 13-node test feeder. …”
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Green practices in the hotel industry: the push and pull factors by Aripin, Norhani, Amran, Noor Afza, Saad, Natrah, Awalludin, Noor Rohin

“…The study contributes to existing literature by introducing factors that encourage the Environmental Management System (EMS) and also recommends the study of more strong factors in green practices research.…”
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SPICES: spectro-polarimetric imaging and characterization of exoplanetary systems. by Boccaletti, Anthony, Schneider, Jean, Traub, Wes, Lagage, Pierre-Olivier, Stam, Daphne, Gratton, Raffaele, Trauger, John, Cahoy, Kerri, Snik, Frans, Baudoz, Pierre, Galicher, Raphael, Reess, Jean-Michel, Mawet, Dimitri, Augereau, Jean-Charles, Patience, Jenny, Kuchner, Marc, Wyatt, Mark, Pantin, Eric, Maire, Anne-Lise, Vérinaud, Christophe

“…SPICES (Spectro-Polarimetric Imaging and Characterization of Exoplanetary Systems) is a five-year M-class mission proposed to ESA Cosmic Vision. Its purpose is to image and characterize long-period extrasolar planets and circumstellar disks in the visible (450-900 nm) at a spectral resolution of about 40 using both spectroscopy and polarimetry. …”
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A Control Architecture for Optimal Power Sharing among Interconnected Microgrids by Sampath, Lahanda Purage Mohasha Isuru, Krishnan, Ashok, Chaudhari, Kalpesh, Gooi, Hoay Beng, Ukil, Abhisek

“…This paper proposes a cost based power sharing scheme combined with a more realistic EMS scheme. These two schemes are implemented in two control layers which communicate with each other to optimize MG operation. …”
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A novel low-velocity impact region identification method for cantilever beams using a support vector machine by Wang, Fengde, Kang, Yongtian, Xiao, Wensheng, Li, Changjiang, Liu, Qi

“…Through the comparative study, it is found that the recognition rate of SVM is higher than that of the probabilistic neural network (PNN) and extreme learning machine (ELM) for low-velocity impact area recognition of cantilever beams. …”
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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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Sustainable Approaches and Strategies for E-Waste Management and Utilization / by Rawani, A. M., editor 656289, Sahu, Mithilesh Kumar, editor 656290, Chakrabarti, Siddharth S., editor 656291, Singh, Ajit Kumar, editor 656292, IGI Global (Online service) 631983

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LegSense: Inducing Walking Sensation in Seated VR by Providing Movement Illusion via Electrical Muscle Stimulation by Um, Juwon, Jeon, Eunki, Kang, Yumin, Kang, Seongjun, Elsharkawy, Ahmed, DelPreto, Joseph, Matusik, Wojciech, Rus, Daniela, Kim, SeungJun

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Power management system design and optimization for European Student Moon Orbitor (ESMO) by Muhammad Dzahir Mohamed Zain Affandi.

“…ESMO is a European Space Agency (ESA) initiative to involve the universities to build the first student satellite to orbit the Moon. …”
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Design and implementation of a smart Internet of Things chest pain center based on deep learning by Li, Feng, Bi, Zhongao, Xu, Hongzeng, Shi, Yunqi, Duan, Na, Li, Zhaoyu

“…The pre-hospital app is provided to emergency medical services (EMS) centers, which allows them to record patient information in advance and keep it synchronized with the hospital's database, reducing the time needed for treatment. …”
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Signature methods in machine learning by Lyons, T, McLeod, A