Weighted online sequential extreme learning machine for class imbalance learning by Lin, Zhiping, Mirza, Bilal., Toh, Kar-Ann.

“…In this paper, we propose a weighted online sequential extreme learning machine (WOS-ELM) algorithm for class imbalance learning (CIL). …”
Get full text
Get full text

Further studies of extreme learning machine and compressed signal detection by Cao, Jiuwen

“…In Chapter 1, we give literature reviews of extreme learning machine (ELM) and compressed sensing (CS). In part I of the thesis (Chapters 2, 3, and 4), we consider the recent ELM for training neural networks and present several improved algorithms. …”
Get full text

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. …”
Get full text

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. …”
Get full text
Get full text

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. …”
Get full text

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. …”
Get full text
Get full text
Get full text

International trade and letters of credit: a double-edged sword in times of crises by Crozet, M, Demir, B, Javorcik, B

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. …”
Get full text

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.…”
Get full text

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. …”
Get full text

The Global Multidimensional Poverty Index 2021: harmonised level estimates and their changes over time by Alkire, S, Kanagaratnam, U, Suppa, N

Geometry guided supervised representation learning for classification by Li, Yue

“…The extreme learning machine auto-encoder (ELM-AE) is an extension of ELM, which is well-known for its fast training speed and strong generalization ability. …”
Get full text

Structured learning of human interactions in TV shows by Patron-Perez, A, Marszalek, M, Reid, I, Zisserman, A

Parameter study of the strength reduction factor of axially loaded tubular K-joints by Cao, Yu

“…This report focuses on the exploration of the strength reduction of tubular K-joints under different loading conditions as well as with diverse surface crack. FE modelling is used to simulate the collapse of tubular K-joints subjected to axial loading. …”
Get full text

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. …”
Get full text

Glorious autarky? Foreign resources and the British fiscal-military state, 1688-1815 by Graham, A

Asymmetric projection of introspection reveals a behavioural and neural mechanism for interindividual social coordination by Miyamoto, K, Harbison, C, Tanaka, S, Saito, M, Luo, S, Matsui, S, Sankhe, P, Mahmoodi, A, Lin, M, Trudel, N, Shea, N, Rushworth, MFS

“…We might estimate how well someone else will perform by extrapolating from estimates of how well we ourselves would perform. …”

Agriculture and citadel in the Bronze Age Aegean: the view from western Anatolia by Maltas, T

“…A shift in agricultural strategies is apparent between the EB I-II and late EBA-early Middle Bronze Age, with a focus on drought-tolerant cereals cultivated on drier soils with water management practices redirected towards pulses. …”

Upstream : Selected Essays / by Oliver, Mary, 1963-2019, author 656023, Penguin Publishing Group (Online service) 655981

“…As she writes, “I could not be a poet without the natural world. Someone else could. But not me. For me the door to the woods is the door to the temple.” …”
Get full text

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. …”
Get full text