UTP Scholars: Assoc. Prof. Dr Nasreen binti Badruddin
23-03-011
Universiti Teknologi PETRONAS
Bandar Seri Iskandar, 32610 Perak
P: +60 5-368 7802
Email: nasreen.b@utp.edu.my
- Biomedical signal processing, wireless communications, machine learning
- 2000, Degree in Electronic Engineering by RMIT University
- 2002, Master in Electrical and Computer Engineering by Carnegie Mellon University
- 2010, PhD in Electrical & Electronic Engineering by University of Melbourne
Lakhina, U. and Elamvazuthi, I. and Badruddin, N. and Jangra, A. and Huy, T.H.B. and Guerrero, J.M. (2024) Generation Cost Minimization in Microgrids Using Optimization Algorithms. Lecture Notes in Electrical Engineering, 1116. pp. 111-124. ISSN 18761100
Lakhina, U. and Elamvazuthi, I. and Badruddin, N. and Jangra, A. and Truong, B.-H. and Guerrero, J.M. (2023) A Cost-Effective Multi-Verse Optimization Algorithm for Efficient Power Generation in a Microgrid. Sustainability (Switzerland), 15 (8).
Singkui, Z.V. and Alfred, R. and Fui, F.S. and Gobilik, J. and Moung, E.G. and Iswandono, Z. and Aziz, A.A. and Badruddin, N. and Drieberg, M. (2023) A Diagnostic Method for Detecting Tomato Leaf Diseases Based on a Deep Learning Approach. Lecture Notes in Electrical Engineering, 983 LN. pp. 687-700.
Lakhina, U. and Badruddin, N. and Elamvazuthi, I. and Jangra, A. and Huy, T.H.B. and Guerrero, J.M. (2023) An Enhanced Multi-Objective Optimizer for Stochastic Generation Optimization in Islanded Renewable Energy Microgrids. Mathematics, 11 (9).
Khursheed, S. and Badruddin, N. and Jeoti, V. and Vukobratovic, D. and Hashmani, M.A. (2023) Low Computational Coding-Efficient Distributed Video Coding: Adding a Decision Mode to Limit Channel Coding Load. Entropy, 25 (2).
Lakhina, U. and Badruddin, N. and Jangra, A. and Bao Huy, T.H. and Guerrero, J.M. (2023) Optimized Power Scheduling in Microgrids Under Load Uncertainty. In: UNSPECIFIED.
Shanmugam, K.S. and Badruddin, N. and Asirvadam, V.S. (2022) Comparative Study of State-of-the-art Face Landmark Detectors for Eye State Classification in Subjects with Face Occlusion. In: UNSPECIFIED.
Nasution, A.H. and Fitri, S.E. and Saian, R. and Monika, W. and Badruddin, N. (2022) Determining Intermediary Closely Related Languages to Find a Mediator for Intertribal Conflict Resolution. Information (Switzerland), 13 (12). ISSN 20782489
Tarafder, S. and Badruddin, N. and Yahya, N. and Nasution, A.H. (2022) Drowsiness Detection Using Ocular Indices from EEG Signal. Sensors, 22 (13). ISSN 14248220
Zulkarnanie, M.A. and Shanmugam, K.S. and Badruddin, N. and Saad, M.N.M. (2022) Enhancements to PERCLOS Algorithm for Determining Eye Closures. In: UNSPECIFIED.
Egambaram, A. and Badruddin, N. (2022) An Investigation to Detect Driver Drowsiness from Eye blink Artifacts Using Deep Learning Models. In: UNSPECIFIED.
Khursheed, S. and Badruddin, N. and Jeoti, V. and Hashmani, M.A. (2022) A Novel Online Correlation Noise Model Based on Band Coefficients Mean to Achieve Low Computational and Coding-Efficient Distributed Video Codec. Applied Sciences (Switzerland), 12 (13). ISSN 20763417
Idris, S. and Badruddin, N. (2021) Classification of Cognitive Frailty in Elderly People from Blood Samples using Machine Learning. In: UNSPECIFIED.
Xuan, T.Y. and Yahya, N. and Khan, Z. and Badruddin, N. and Yusoff, M.Z. (2021) EEG Motor Classification Using Multi-band Signal and Common Spatial Filter. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12615 . pp. 120-131. ISSN 03029743
Tarafder, S. and Badruddin, N. and Yahya, N. and Egambaram, A. (2021) EEG-based Drowsiness Detection from Ocular Indices Using Ensemble Classification. In: UNSPECIFIED.
Rasool, F. and Drieberg, M. and Badruddin, N. and Sebastian, P. and Qian, C.T.J. (2021) Electrical battery modeling for applications in wireless sensor networks and internet of things. Bulletin of Electrical Engineering and Informatics, 10 (4). pp. 1793-1802. ISSN 20893191
Egambaram, A. and Badruddin, N. and Asirvadam, V.S. and Begum, T. and Fauvet, E. and Stolz, C. (2021) Online detection and removal of eye blink artifacts from electroencephalogram. Biomedical Signal Processing and Control, 69. ISSN 17468094
Singh, N. and Elamvazuthi, I. and Nallagownden, P. and Badruddin, N. and Ousta, F. and Jangra, A. (2021) Smart Microgrid QoS and Network Reliability Performance Improvement using Reinforcement Learning. In: UNSPECIFIED.
Khursheed, S. and Badruddin, N. and Jeoti, V. and Hashmani, M.A. (2020) Fast side information generation for high-resolution videos in distributed video coding applications. International Journal of Advanced Computer Science and Applications, 11 (7). pp. 277-283. ISSN 2158107X
Egambaram, A. and Badruddin, N. and Asirvadam, V.S. and Begum, T. and Fauvet, E. and Stolz, C. (2020) FastEMD�CCA algorithm for unsupervised and fast removal of eyeblink artifacts from electroencephalogram. Biomedical Signal Processing and Control, 57. ISSN 17468094
Khursheed, S. and Jeoti, V. and Badruddin, N. and Hashmani, M.A. (2020) Low complexity Phase-based Interpolation for side information generation for Wyner-Ziv coding at DVC decoder. In: UNSPECIFIED.
Alhassan, A.M. and Badruddin, N. and Saad, N.M. and Aljunid, S.A. (2020) Theoretical bounds for the bit error rate for SAC OCDMA balanced detectors with multiple photodiodes. Photonic Network Communications, 40 (1). pp. 49-57. ISSN 1387974X
Egambaram, A. and Badruddin, N. and Asirvadam, V.S. and Fauvet, E. and Stolz, C. and Begum, T. (2019) Automated and Online Eye Blink Artifact Removal from Electroencephalogram. In: UNSPECIFIED.
Woon, W.C. and Yahya, N. and Badruddin, N. (2019) EEG Eye State Identification based on Statistical Feature and Common Spatial Pattern Filter. In: UNSPECIFIED.
Lakhina, U. and Elamvazuthi, I. and Badruddin, N. and Meriaudeau, F. and Ramasamy, G. and Jangra, A. (2019) Multi-Agent Based Energy Management in Microgrids Using MACSimJX. In: UNSPECIFIED.
Elaina, N.S. and Malik, A.S. and Shams, W.K. and Badruddin, N. and Abdullah, J.M. and Reza, M.F. (2018) Localized N20 Component of Somatosensory Evoked Magnetic Fields in Frontoparietal Brain Tumor Patients Using Noise-Normalized Approaches. Clinical Neuroradiology, 28 (2). pp. 267-281. ISSN 18691439
Al-shargie, F. and Tang, T.B. and Badruddin, N. and Kiguchi, M. (2018) Towards multilevel mental stress assessment using SVM with ECOC: an EEG approach. Medical and Biological Engineering and Computing, 56 (1). pp. 125-136. ISSN 01400118
Egambaram, A. and Badruddin, N. and Asirvadam, V.S. and Fauvet, E. and Stolz, C. and Begum, T. (2018) Unsupervised Eye Blink Artifact Identification in Electroencephalogram. In: UNSPECIFIED.
Chughtai, O. and Badruddin, N. and Rehan, M. and Khan, A. (2017) Congestion detection and alleviation in multihop wireless sensor networks. Wireless Communications and Mobile Computing, 2017. ISSN 15308669
Awais, M. and Badruddin, N. and Drieberg, M. (2017) EEG Brain Connectivity Analysis to Detect Driver Drowsiness Using Coherence. In: UNSPECIFIED.
Al-Shargie, F. and Tang, T.B. and Badruddin, N. and Dass, S.C. and Kiguchi, M. (2017) Mental stress assessment based on feature level fusion of fNIRS and EEG signals. In: UNSPECIFIED.
Rasool, F. and Drieberg, M. and Badruddin, N. and Singh, B. and Singh, M. (2017) Modeling of PV panels performance based on datasheet values for solar micro energy harvesting. In: UNSPECIFIED.
Rasool, F. and Drieberg, M. and Badruddin, N. and Mahinder Singh, B.S. (2017) PV panel modeling with improved parameter extraction technique. Solar Energy, 153. pp. 519-530. ISSN 0038092X
Egambaram, A. and Badruddin, N. and Asirvadam, V.S. and Begum, T. and Fauvet, E. and Stolz, C. (2017) Variance thresholded EMD-CCA technique for fast eye blink artifacts removal in EEG. In: UNSPECIFIED.
Awais, M. and Badruddin, N. and Drieberg, M. (2017) A hybrid approach to detect driver drowsiness utilizing physiological signals to improve system performance and Wearability. Sensors (Switzerland), 17 (9). ISSN 14248220
Chughtai, O. and Badruddin, N. and Awang, A. (2017) A node/link level congestion detection approach in low power and limited broadcast range wireless ad hoc networks. In: UNSPECIFIED.
Chughtai, O. and Badruddin, N. and Awang, A. (2017) A novel congestion alleviation procedure in multi-hop wireless sensor networks. In: UNSPECIFIED.
Chughtai, O. and Badruddin, N. and Awang, A. and Rehan, M. (2017) A novel route discovery procedure for congestion avoidance in multi-hop WSNs. International Journal of Sensor Networks, 25 (4). pp. 229-243. ISSN 17481279
Egambaram, A. and Badruddin, N. and Asirvadam, V.S. and Begum, T. (2016) Comparison of envelope interpolation techniques in Empirical Mode Decomposition (EMD) for eyeblink artifact removal from EEG. In: UNSPECIFIED.
Chughtai, O. and Badruddin, N. and Awang, A. and Rehan, M. (2016) Congestion-aware and traffic load balancing scheme for routing in WSNs. Telecommunication Systems, 63 (4). pp. 481-504. ISSN 10184864
Al-Shargie, F. and Kiguchi, M. and Badruddin, N. and Dass, S.C. and Hani, A.F.M. and Tang, T.B. (2016) Mental stress assessment using simultaneous measurement of EEG and fNIRS. Biomedical Optics Express, 7 (10). pp. 3882-3898. ISSN 21567085
Al-Shargie, F.M. and Tang, T.B. and Badruddin, N. and Kiguchi, M. (2016) Mental stress quantification using EEG signals. In: UNSPECIFIED.
Al-Shargie, F. and Tang, T.B. and Badruddin, N. and Kiguchi, M. (2016) Simultaneous measurement of EEG-fNIRS in classifying and localizing brain activation to mental stress. In: UNSPECIFIED.
Habib, I. and Badruddin, N. and Drieberg, M. (2015) Delay-based load-balancing routing (DLBR) algorithm for wireless ad-hoc networks. In: UNSPECIFIED.
Chughtai, O. and Badruddin, N. and Awang, A. (2015) Distributed on-demand multi-optional routing protocol in multi-hop wireless networks. In: UNSPECIFIED.
Naqvi, S.A.A. and Badruddin, N. and Jatoi, M.A. and Malik, A.S. and Hazabbah, W. and Abdullah, B. (2015) EEG based time and frequency dynamics analysis of visually induced motion sickness (VIMS). Australasian Physical and Engineering Sciences in Medicine, 38 (4). pp. 721-729. ISSN 01589938
Amin, H.U. and Malik, A.S. and Badruddin, N. and Kamel, N. and Hussain, M. (2015) Effects of stereoscopic 3D display technology on event-related potentials (ERPs). In: UNSPECIFIED.
Amin, H.U. and Malik, A.S. and Mumtaz, W. and Badruddin, N. and Kamel, N. (2015) Evaluation of passive polarized stereoscopic 3D display for visual & mental fatigues. In: UNSPECIFIED.
Amin, H.U. and Malik, A.S. and Ahmad, R.F. and Badruddin, N. and Kamel, N. and Hussain, M. and Chooi, W.-T. (2015) Feature extraction and classification for EEG signals using wavelet transform and machine learning techniques. Australasian Physical and Engineering Sciences in Medicine, 38 (1). pp. 139-149. ISSN 01589938
Elaina, N.S. and Malik, A. and Badruddin, N. and Abdullah, J.M. and Reza, M.F. (2015) Somatosensory source localization for the magnetoencephalography (MEG) inverse problem in patients with brain tumor. In: UNSPECIFIED.
Chughtai, O. and Badruddin, N. and Awang, A. (2015) A congestion-aware and energy efficient traffic Load balancing Scheme for routing in WSNs. In: UNSPECIFIED.
Awais, M. and Badruddin, N. and Drieberg, M. (2015) A non-invasive approach to detect drowsiness in a monotonous driving environment. In: UNSPECIFIED.
Badruddin, N. and Evans, J. and Hanly, S.V. (2014) Binary power allocation in symmetric Wyner-type interference networks. IEEE Transactions on Wireless Communications, 13 (12). pp. 6903-6914. ISSN 15361276
Amin, H.U. and Malik, A.S. and Badruddin, N. and Chooi, W.-T. (2014) Brain behavior in learning and memory recall process: A high-resolution EEG analysis. In: UNSPECIFIED.
Soomro, M.H. and Badruddin, N. and Yusoff, M.Z. (2014) Comparison of blind source separation methods for removal of eye blink artifacts from EEG. In: UNSPECIFIED.
Awais, M. and Badruddin, N. and Drieberg, M. (2014) Driver drowsiness detection using EEG power spectrum analysis. In: UNSPECIFIED.
Naqvi, S.A.A. and Badruddin, N. and Malik, A.S. and Hazabbah, W. and Abdullah, B. (2014) EEG alpha power: An indicator of visual fatigue. In: UNSPECIFIED.
Ur Rehman, M. and Drieberg, M. and Badruddin, N. (2014) Probabilistic polling MAC protocol with unslotted CSMA for wireless sensor networks (WSNs). In: UNSPECIFIED.
Chughtai, O. and Badruddin, N. and Awang, A. and Rehan, M. (2014) Reliability-constrained routing for traffic load balancing in Wireless Sensor Networks. In: UNSPECIFIED.
Anjum, N. and Badruddin, N. and Drieberg, M. (2014) Simulation of traffic congestion detection using VANETs. In: UNSPECIFIED.
Alhassan, A.M. and Badruddin, N. and Saad, N.M. and Aljunid, S.A. (2014) Upper and lower bounds for the bit error rate for multiple photodiode balanced detectors in SAC OCDMA systems. In: UNSPECIFIED.
Habib, I. and Badruddin, N. and Drieberg, M. (2014) A comparison of load-distributive path routing and shortest path routing in wireless ad hoc networks. In: UNSPECIFIED.
Awais, M. and Badruddin, N. and Drieberg, M. (2014) A simulator based study to evaluate driver drowsiness using electroencephalogram. In: UNSPECIFIED.
Awais, M. and Badruddin, N. and Drieberg, M. (2013) Automated eye blink detection and tracking using template matching. In: UNSPECIFIED.
Soomro, M.H. and Badruddin, N. and Yusoff, M.Z. and Jatoi, M.A. (2013) Automatic eye-blink artifact removal method based on EMD-CCA. In: UNSPECIFIED.
Naqvi, S.A.A. and Badruddin, N. and Malik, A.S. and Hazabbah, W. and Abdullah, B. (2013) Does 3D produce more symptoms of visually induced motion sickness? In: UNSPECIFIED.
Amin, H.U. and Malik, A.S. and Subhani, A.R. and Badruddin, N. and Chooi, W.-T. (2013) Dynamics of scalp potential and autonomic nerve activity during intelligence test. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8226 L (PART 1). pp. 9-16. ISSN 03029743
Arsalan Naqvi, S.A. and Badruddin, N. and Malik, A.S. (2013) Effects of stereoscopic screen disparity on pupil diameter. In: UNSPECIFIED.
Alhassan, A.M. and Badruddin, N. and Saad, N.M. and Aljunid, S.A. (2013) Estimating the probability density function of the detected intensity of incoherent light sources via software simulation. In: UNSPECIFIED.
Alhassan, A.M. and Badruddin, N. and Saad, N.M. and Aljunid, S.A. (2013) Intensity noise mitigation in SAC OCDMA systems using a divided spectrum balanced detection scheme. In: UNSPECIFIED.
Alhassan, A.M. and Badruddin, N. and Saad, N.M. and Aljunid, S.A. (2013) Performance analysis of wavelength multiplexed SAC OCDMA codes in beat noise mitigation in SAC OCDMA systems. Journal of the European Optical Society, 8. ISSN 19902573
Chughtai, O. and Badruddin, N. and Awang, A. and Rehan, M. (2013) A cooperative selection reactive routing protocol for wireless sensor networks. In: UNSPECIFIED.
Alhassan, A.M. and Badruddin, N. and Saad, N.M. and Aljunid, S.A. (2013) A divided spectrum balanced detection technique for intensity noisereduction in SAC OCDMA systems. Optik, 124 (23). pp. 5994-5999. ISSN 00304026
Soomro, M.H. and Badruddin, N. and Yusoff, M.Z. and Malik, A.S. (2013) A method for automatic removal of eye blink artifacts from EEG based on EMD-ICA. In: UNSPECIFIED.
Alhassan, A.M. and Saad, N.M. and Badruddin, N. (2012) Author's reply. IEEE Photonics Technology Letters, 24 (15). p. 1358. ISSN 10411135
Amin, H.U. and Malik, A.S. and Badruddin, N. and Chooi, W.-T. (2012) Brain activation during cognitive tasks: An overview of EEG and fMRI studies. In: UNSPECIFIED.
Alhassan, A.M. and Badruddin, N. and Saad, N.M. and Aljunid, S.A. (2012) A multi photodiode balanced detection technique for spectral amplitude coding OCDMA systems. In: UNSPECIFIED.
Alhassan, A.M. and Saad, N.M. and Badruddin, N. (2011) An enhanced detection technique for spectral amplitude coding optical CDMA systems. IEEE Photonics Technology Letters, 23 (13). pp. 875-877. ISSN 10411135
Chew, N.F.F. and Badruddin, N. (2007) Block motion estimation using directional adaptive search window. In: UNSPECIFIED.
Chew, N.F.F. and Badruddin, N. and Jeoti, V. (2007) Block motion estimation using directional adaptive search window with early termination. In: UNSPECIFIED.
Juahir, I.M. and Badruddin, N. (2006) Block mode decision based on motion vectors for H.264/AVC. In: UNSPECIFIED.
Badruddin, N. and Negi, R. (2004) Capacity improvement in a CDMA system using relaying. In: UNSPECIFIED.