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

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. …”
Get full text

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.…”
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

In vitro evaluation of oral contraceptives on long-tailed macaque (Macaca fascicularis) primary ovarian cells by Muhammed, Mikail, Tengku Azizan, Tengku Rinalfi Putra, Mohd Noor, Mohd Hezmee, Abu Hassim, Hasliza, Che'Amat, Azlan, Saleh, Annas Bin, Han, Mark Hiew Wen, Ab Latip, Mohd Qayyum

“…Hence, we conclude that human oral contraceptives (Nordette, Noriday, and Ella) are safe and effective in long-tailed macaque ovarian cells as such could be used to develop non-invasive oral contraceptives for controlling the population of long-tailed macaques as an alternative population control method.…”
Get full text

Developing a Xen hypervisor based alternate defense against cipher suite downgrade attacks for virtual TLS servers by Pathangi Janardhanan Jatinshravan

“…In this project, I attempted to defend a TLS virtual server running on a Xen Hypervisor against downgrade attack attempts by intercepting the TLS Client Hello, which is the first message in a TLS communication, and examining the client’s preferred cipher suite, dropping the client hello if the cipher suite is not of the desired standard, thus ensuring that a TLS connection does not take place. …”
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

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

AWEK CHUCK TAYLOR / by Nami Cob Nobbler, author 627222

“…Disamping cerita Awek Chuck Taylor ini berpusar kepada keluarga Mira - cerita ini juga menceritakan terfaktabnya Hafiz dengan awek yang dia stalk bernama Sheila, awek dia yang cemburu buta bernama Fadilah, awek yang gila kikis duit bernama Bella serta adik angkat yang hidup dalam pasca moden kehidupan Melayu urban influence Nona dan Cerekarama bernama Azrina. …”

Program Skill for Life mantapkan kemahiran tatarias wajah mahasiswa UMPSA agar kekal berkeyakinan dan berketerampilan menarik by Noor Afiza, Mohd Asmi

“…PEKAN, 22 November 2024 – Seramai 18 orang mahasiswa daripada teras kebudayaan Kelab Teater Senandika dan Kelab Tarian Kencana Pawana Universiti Malaysia Pahang Al-Sultan Abdullah (UMPSA) menghadiri Bengkel Make Up, Program Skill for Life yang dianjurkan oleh Jabatan Belia dan Sukan Negeri Pahang serta Pejabat Belia dan Sukan Daerah Pekan dengan kerjasama Pejabat Kemajuan Masyarakat KEMAS Daerah Pekan.…”
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

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.…”
Get full text
Get full text
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

Electromagnetic (EM) propagation through iron (III) oxide-based building materials embedded with electrically small antennas at microwave frequencies (part 1) by Sheng, Lin

“…Moreover, it was also found that embedding ESA inside concrete will result in the increase of resonant frequency over time as the concrete cures.…”
Get full text

Impak duti eksais minuman bergula terhadap gelagat pengguna dan kesihatan awam di Malaysia by Nur Azizah Khalid, Norain Mod Asri

“…Justeru, kajian ini mengaplikasikan kaedah kualitatif iaitu temubual terhadap informan dalam kalangan belia yang tinggal di Lembah Klang. Rakaman perbualan tersebut akan dibuat transkripsi. …”
Get full text

Investigation of flow over textured surfaces by Koh, Ti Kiat

“…The chemicals used were Hydrochloric Acid (HCL), Sodium Hydroxide (NaOH) and Ethanol with Stearic Acid (ESA). HCL and NaOH were used to alter the surface of AA 6061 while ESA was used to lower the surface energy of the samples. …”
Get full text

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. …”
Get full text