Search Results - "Yaacob, Sazali"

Facial emotion recognition using empirical mode decomposition by Ali, Hasimah, Hariharan, Muthusamy, Yaacob, Sazali, Adom, Abdul Hamid

“…•A new approach of using EMD and KLFDA for facial emotion recognition is presented.•Dimension reduction by PCA+LDA, LFDA and KLFDA can improve the…”
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Classification of emotional states from electrocardiogram signals: a non-linear approach based on Hurst by Selvaraj, Jerritta, Murugappan, Murugappan, Wan, Khairunizam, Yaacob, Sazali

“…Identifying the emotional state is helpful in applications involving patients with autism and other intellectual disabilities; computer-based training, human…”
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Particle swarm optimization based feature enhancement and feature selection for improved emotion recognition in speech and glottal signals by Muthusamy, Hariharan, Polat, Kemal, Yaacob, Sazali

“…In the recent years, many research works have been published using speech related features for speech emotion recognition, however, recent studies show that…”
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Technologies for Assessment of Motor Disorders in Parkinson's Disease: A Review by Oung, Qi Wei, Muthusamy, Hariharan, Lee, Hoi Leong, Basah, Shafriza Nisha, Yaacob, Sazali, Sarillee, Mohamed, Lee, Chia Hau

“…Parkinson's Disease (PD) is characterized as the commonest neurodegenerative illness that gradually degenerates the central nervous system. The goal of this…”
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Descriptive Analysis of Skin Temperature Variability of Sympathetic Nervous System Activity in Stress by Karthikeyan, Palanisamy, Murugappan, Murugappan, Yaacob, Sazali

“…[Purpose] Stress is a common factor of several diseases. Stress can be reduced through appropriate stress management and relaxation methods. In this study,…”
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Thought-actuated wheelchair navigation with communication assistance using statistical cross-correlation-based features and extreme learning machine by Nataraj, Sathees, Paulraj, M, Yaacob, Sazali, Bin Adom, Abdul

“…Background: A simple data collection approach based on electroencephalogram (EEG) measurements has been proposed in this study to implement a brain-computer…”
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Classification of thought evoked potentials for navigation and communication using multilayer neural network by Nataraj, Sathees Kumar, M P, Paulraj, Yaacob, Sazali Bin, Adom, Abdul Hamid Bin

“…In this paper, an intelligent classification system has been developed to command a robot chair by means of direct brain activity, aided by amplification. The…”
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Advancements in transmitters and sensors for biological tissue imaging in magnetic induction tomography by Zakaria, Zulkarnay, Abdul Rahim, Ruzairi, Mansor, Muhammad Saiful Badri, Yaacob, Sazali, Ayub, Nor Muzakkir Nor, Muji, Siti Zarina Mohd, Rahiman, Mohd Hafiz Fazalul, Aman, Syed Mustafa Kamal Syed

“…Magnetic Induction Tomography (MIT), which is also known as Electromagnetic Tomography (EMT) or Mutual Inductance Tomography, is among the imaging modalities…”
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Conceptual Design and Implementation for Visual Tracking Ankle Rehabilitation System by Chin, Lim Chee, Basah, Shafriza Nisha, Yaacob, Sazali, Juan, Yeap Ewe

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The study of particle filter for satellite angular rate estimation without rate sensor measurement by Hamzah, Nor Hazadura, Yaacob, Sazali, Junoh, Ahmad Kadri, Hasan, Mohd Zamri

“…This paper studies particle filter algorithm to estimate the angular rate of a satellite without the rate sensor measurements. In this work, the performance of…”
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Comparison of speech parameterization techniques for the classification of speech disfluencies by FOOK, Chong Yen, MUTHUSAMY, Hariharan, CHEE, Lim Sin, ADOM, Abdul Hamid Bin, YAACOB, Sazali Bin

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IMPROVED SPEAKER-INDEPENDENT EMOTION RECOGNITION FROM SPEECH USING TWO-STAGE FEATURE REDUCTION by Mohd Nazid, Hasrul, Muthusamy, Hariharan, Vijean, Vikneswaran, Yaacob, Sazali

“…In the recent years, researchers are focusing to improve the accuracy of speech emotion recognition. Generally, high emotion recognition accuracies were…”
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IMPROVED SPEAKER-INDEPENDENT EMOTION RECOGNITION FROM SPEECH USING TWO-STAGE FEATURE REDUCTION by Mohd Nazid, Hasrul, Muthusamy, Hariharan, Vijean, Vikneswaran, Yaacob, Sazali

“…In the recent years, researchers are focusing to improve the accuracy of speech emotion recognition. Generally, high emotion recognition accuracies were…”
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Intelligent robot chair with communication aid using TEP responses and higher order spectra band features by Nataraj, Sathees Kumar, Pandiyan, Paulraj Murugesa, Yaacob, Sazali Bin, Adom, Abdul Hamid Bin

“…In recent years, electroencephalography-based navigation and communication systems for differentially enabled communities have been progressively receiving…”
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An improved elephant herding optimization using sine–cosine mechanism and opposition based learning for global optimization problems by Muthusamy, Hariharan, Ravindran, Sindhu, Yaacob, Sazali, Polat, Kemal

“…•Opposition-based learning and Sine-Cosine mechanism are introduced.•Improved Elephant Herding Optimization algorithm is developed.•Tested against selected…”
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Segmentation and Location Computation of Bin Objects by Hema, C.R., Paulraj, M.P., Nagarajan, R., Sazali, Yaacob

“…In this paper we present a stereo vision based system for segmentation and location computation of partially occluded objects in bin picking environments…”
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NOISE ROBUSTNESS OF FIRST FORMANT BANDWIDTH (F1BW) FEATURES IN MALAY VOWEL RECOGNITION by Mohd Yusuf, Shahrul Azmi, Mahat, Nor Idayu, Siraj, Fadzilah, Yaacob, Sazali

“…Applications that use vowel phonemes require a high degree of vowel recognition capability. The performance of speech recognition application under adverse…”
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A new hybrid PSO assisted biogeography-based optimization for emotion and stress recognition from speech signal by C.K., Yogesh, Hariharan, M., Ngadiran, Ruzelita, Adom, Abdul Hamid, Yaacob, Sazali, Berkai, Chawki, Polat, Kemal

“…•OSBSBCFs were used for multiclass emotion/stress recognition from speech signal.•A New Hybrid PSO Assisted BBO (PSOBBO) was proposed for feature…”
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INNOSAT ATTITUDE CONTROL SYSTEM BASED ON ADAPTIVE NEURO-CONTROLLER by Sharun, Siti Maryam, Mashor, Mohd Yusoff, Mohd Nazid, Norhayati, Yaacob, Sazali, Wan Jaafar, Wan Nurhadani

“…The current research focuses on the designing of an intelligent controller for the Attitude Control System (ACS) of the Innovative Satellite (InnoSAT). The…”
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Improved binary dragonfly optimization algorithm and wavelet packet based non-linear features for infant cry classification by Hariharan, M., Sindhu, R., Vijean, Vikneswaran, Yazid, Haniza, Nadarajaw, Thiyagar, Yaacob, Sazali, Polat, Kemal

“…•This paper proposes a new feature set using wavelet packet transform based energy and non-linear entropies.•Improved Binary Dragonfly optimization (IBDFO)…”
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