**Sumber data : e-REP.
   Tarikh kemaskini : 27-07-2020
prof. dr. aini bt. hussain

pensyarah universiti

jabatan kejuruteraan elektrik, elektronik & sistem

No. sambungan :  0389216329

No. rasmi:
UKM : 03 8921 5555



   Biografi/ Biography :
  • Professor Aini Hussain obtained her B. Sc. in Electrical Engineering from Louisiana State University (LSU), USA; M. Sc. in Systems & Control from University of Manchester Institute of Science and Technology (UMIST), UK and PhD in Electrical, Electronic & Systems Engineering from the National University of Malaysia (UKM), Malaysia. She is a professor at the Department of Electrical, Electronic, and Systems Engineering (EESE), UKM. She leads the Smart Engineering Systems Research Group (SESRG) of UKM. She was the Head of the EESE Dept. Faculty of Engineering & Built Environment (Jul 2007-Jan 2009), Deputy Director of the Centre for Research and Instrumentation (CRIM, UKM), Director of Centre for Postgraduate Studies, UKM (Sep. 2010 - Aug. 2013), Chair of the Centre for Integrated Engineering Systems and Advanced Technologies (INTEGRA) from Jan. 2018 - Nov. 2019 and now, Deputy Dean of Research and Innovation, Faculty of Engineering and Built Environment (since May 2020). Her main area of research is in Intelligent Engineering Systems which involves Pattern Recognition, Computer Vision, Machine learning, Computational Intelligence and Signal Processing of Image, Video, Speech, Bio-signals, and Power Quality. Currently, her research interests also involve complex event processing and IoT for the development of intelligent engineering system applications.

  • yusriza mohamd yusof, afida ayob, mohamad hanif md saad, haryanti mohd affandi and aini hussain.  (2020).  need analysis for the development of a microcontroller instructional module for programming literacy.  - bulletin of electrical engineering and informatics.  507-513. 

     

    afida ayob, shaheer ansari, m.s. hossain lipu, aini hussain, mohamad hanif md saad.  (2020).  monitoring technologies for multi-sensor system based on wireless data transmission modules.  - international journal of advanced trends in computer science and engineering.  39-44. 

     

    thinal raj, fazida hanim hashim, aqilah baseri huddin, mohd faisal ibrahim and aini hussain.  (2020).  a survey on lidar scanning mechanisms.  - electronics.  1-25. 

     

    mohammad osiur rahman, aini hussain and hassan basri.  (2020).  automated sorting of recycled paper using smart image processing.  - at-automatisierungstechnik.  277-293. 

     

    marizuana m. daud, w. mimi diyana w. zaki , aini hussain, haliza mutalib, m. hanif md saad, aishah razak.  (2020).  automated corneal segmentation of anterior segment photographed images using centroid-based active contour model.  - 16th international learning & technology conference 2019.  330-337. 

     

    m. a. hannan, m. s. hossain lipu, aini hussain, pin jern ker, t. m. i. mahlia, m. mansor, afida ayob, mohamad h. saad & z. y. dong.  (2020).  toward enhanced state of charge estimation of lithium-ion batteries using optimized machine learning techniques.  - scientific reports.  1-25. 

     

    m. a. hannan, m. g. m. abdolrasol, m. faisal, p. j. ker, r. a. begum, and a. hussain.  (2019).  binary particle swarm optimization for scheduling mg integrated virtual power plant toward energy saving.  - ieee access.  10793-10795. 

     

    nur ayuni mohamed, mohd asyraf zulkifley, wan mimi diyana wan zaki, aini hussain.  (2019).  an automated glaucoma screening system using cup-to-disc ratio via simple linear iterative clustering superpixel approach.  - biomedical signal processing and control.  1-17. 

     

    mahammad a. hannan, zamre abd. ghani, md. murshadul hoque, pin jern ker, aini hussain, azah mohamed.  (2019).  fuzzy logic inverter controller in photovoltaic applications: issues and recommendations.  - ieee access. 

     

    safat b. wali, majid a. abdullah, mahammad a. hannan, aini hussain , salina a. samad, pin j. ker and muhamad bin mansor.  (2019).  vision-based traffic sign detection and recognition systems: current trends and challenges.  - sensors.  1-28. 

     

    mohammad osiur rahman, aini hussain and hassan basri.  (2020).  automated sorting of recycled paper using smart image processing.  - at-automatisierungstechnik.  277-293. 

     

    thinal raj, fazida hanim hashim, aqilah baseri huddin, mohd faisal ibrahim and aini hussain.  (2020).  a survey on lidar scanning mechanisms.  - electronics.  1-25. 

     

    mohamad hanif md saad, mahidur r. sarker, aini hussain.  (2020).  application of complex event processing approaches for intelligent building development: a review.  - journal of ambient intelligence and smart environments.  101-124. 

     

    rabiah adawiyah shahad, mohd faisal ibrahim, ezra lim kai xian, aini hussain, mohamad hanif md saad.  (2018).  suspicious loitering detection from annotated cctv feed using cep based approach.  - jurnal kejuruteraan. 

     

    wan siti halimatul munirah wan ahmad, wan mimi diyana wan zaki, aini hussain, ling chei siong.  (2018).  sistem dapatan semula imej untuk aplikasi perubatan.  - jurnal kejuruteraan. 

     

    marizuana m. daud, w. mimi diyana w. zaki , aini hussain, haliza mutalib, m. hanif md saad, aishah razak.  (2020).  automated corneal segmentation of anterior segment photographed images using centroid-based active contour model.  - 16th international learning & technology conference 2019.  330-337. 

     

    siti raihanah abdani, mohd asyraf zulkifley, aini hussain.  (2019).  compact convolutional neural networks for pterygium classification using transfer learning.  - 2019 ieee international conference on signal and image processing applications (icsipa).  1-4. 

     

    noraishikin zulkarnain, aini hussain, hairi zamzuri, siti salasiah mokri.  (2019).  controller design for an active anti-roll bar system.  - 2019 14th ieee conference on industrial electronics and applications (iciea).  2213-2217. 

     

    m.s. hossain lipu, a. ayob, m.h.m. saad, aini hussain, m.a hannan and m. faisal.  (2018).  state of charge estimation for lithium-ion battery based on random forests technique with gravitational search algorithm.  - 10th ieee pes asia-pacific power and energy engineering conference 2018 (appeec). 

     

    ali a., wan zaki w.m.d. & hussain a..  (2018).  blood vessel segmentation from color retinal images using k-means clustering and 2d gabor wavelet.  - proceedings of the 1st international conference on applied physics, system science and computers (apsac2016). 

     

    marizuana m. daud, w. mimi diyana w. zaki , aini hussain, haliza mutalib, m. hanif md saad, aishah razak.  (2020).  automated corneal segmentation of anterior segment photographed images using centroid-based active contour model.  - 16th international learning & technology conference 2019.  330-337. 

     

    siti raihanah abdani, mohd asyraf zulkifley, aini hussain.  (2019).  compact convolutional neural networks for pterygium classification using transfer learning.  - 2019 ieee international conference on signal and image processing applications (icsipa).  1-4. 

     

    noraishikin zulkarnain, aini hussain, hairi zamzuri, siti salasiah mokri.  (2019).  controller design for an active anti-roll bar system.  - 2019 14th ieee conference on industrial electronics and applications (iciea).  2213-2217. 

     

    m.s. hossain lipu, a. ayob, m.h.m. saad, aini hussain, m.a hannan and m. faisal.  (2018).  state of charge estimation for lithium-ion battery based on random forests technique with gravitational search algorithm.  - 10th ieee pes asia-pacific power and energy engineering conference 2018 (appeec). 

     

    ali a., wan zaki w.m.d. & hussain a..  (2018).  blood vessel segmentation from color retinal images using k-means clustering and 2d gabor wavelet.  - proceedings of the 1st international conference on applied physics, system science and computers (apsac2016). 

     

    w mimi diyana w zaki, aini hussain & haliza abdul mutalib.  (2018).  pemprosesan imej digital untuk analisis penyakit mata berkomputer.  - 150. 

     

    nur badariah ahmad mustafa, w mimi diyana w zaki, aini hussain, jemaima che hamzah & wan siti halimatul munirah wan ahmad.  (2018).  pemprosesan imej digital untuk analisis penyakit mata berkomputer.  - 25. 

     

    nur ayuni mohamed, mohd asyraf zulkifley, aini hussain & jemaima che hamzah.  (2018).  pemprosesan imej digital untuk analisis penyakit mata berkomputer.  - 24. 

     

    aziah ali, w mimi diyana w zaki, aini hussain, nur badariah ahmad mustafa & wan haslina wan abdul halim.  (2018).  pemprosesan imej digital untuk analisis penyakit mata berkomputer.  - 24. 

     

    w mimi diyana w zaki, siti raihanah abdani, aini hussain, haliza abdul mutalib & mohd hanif md saad.  (2018).  pemprosesan imej digital untuk analisis penyakit mata berkomputer.  - 23. 

     

    nur ayuni mohamed, mohd asyraf zulkifley, aini hussain & jemaima che hamzah.  (2018).  pemprosesan imej digital untuk analisis penyakit mata berkomputer.  - 24. 

     

    nur badariah ahmad mustafa, w mimi diyana w zaki, aini hussain, jemaima che hamzah & wan siti halimatul munirah wan ahmad.  (2018).  pemprosesan imej digital untuk analisis penyakit mata berkomputer.  - 25. 

     

    w mimi diyana w zaki, siti raihanah abdani, aini hussain, haliza abdul mutalib & mohd hanif md saad.  (2018).  pemprosesan imej digital untuk analisis penyakit mata berkomputer.  - 23. 

     

    aziah ali, w mimi diyana w zaki, aini hussain, nur badariah ahmad mustafa & wan haslina wan abdul halim.  (2018).  pemprosesan imej digital untuk analisis penyakit mata berkomputer.  - 24. 

     

    mohd asyraf zulkifley, mohd. marzuki mustafa, aini hussain, muzzneena ahmad mustapha, lam kuok choy, anuar mikdad muad, wan mimi diyana zaki & syarina md sah.  (2015).  kesan hakisan pantai dan kenaikan paras air laut di batu pahat (impak kepada komuniti setempat).  - Bab 3 : 19-27. 

     

    w mimi diyana w zaki, aini hussain & haliza abdul mutalib.  (2018).  pemprosesan imej digital untuk analisis penyakit mata berkomputer.  - 150. 

     

    win kong, aini hussain & mohamed hanif md saad.  (2016).  two and three dimensional human gait modelling.  - 230. 

     

    win kong, aini hussain & mohamad hanif md saad.  (2016).  two and three dimensional human gait modeling.  - 230. 

     

    prof. ir. dr. shahrir abdullah.  (2012).  garis panduan penyediaan dokumen program pengajian universiti kebangsaan malaysia.  - 110. 

     

    shahrir abdullah et al..  (2011).  jaminan kualiti proses pendidikan: perspektif ukm sebagai institusi swaakreditasi dan universiti penyelidikan.  - 83. 

     

    mohamad hanif bin md saad;aini bt. hussain;mohd asyraf bin zulkifley;m a hannan.  (2020).  caiser : complex event processing development tool for engineering and scientific application.  -

     

    mohamad hanif bin md saad;aini bt. hussain;sallehuddin bin mohamed haris;zulkhairi bin zainol abidin;fazida hanim binti hashim;mohd faisal bin ibrahim.  (2020).  developement of smart building monitoring and management using complex event processing approach.  -

     

    anuar mikdad muad, m a hannan, salina abdul samad, aini hussain.  (2019).  investigation of a vision based robust algorithm for vehicle predictive safety information sharing model.  - 1-6. 

     

    aini bt. hussain;mohamad hanif bin md saad;wan mimi diyana binti wan zaki;mohd asyraf bin zulkifley.  (2019).  attribute based detection and tracking of high value object for surveillance application.  - 1-4. 

     

    abdul hadi bin abd rahman;aini bt. hussain;mohd. ekhwan bin toriman;riza bin sulaiman;azizi bin abdullah;siti norul huda bt. sheikh abdullah;shahnorbanun binti sahran;salwani binti abdullah;mohamad hanif bin md saad;mohammad faidzul bin nasrudin;nasharudd.  (2019).  cloud-based monitoring and edutainment robot.  -

     
    Projek Tempoh Peranan
    enhanced intelligent facility monitoring of computer network system via fusion of iot and complex event detection. 01-08-202031-07-2022 Penyelidik Bersama
    novel optimized deep learning algorithm toward accurate state of charge and health estimation of lithium-ion batteries in electric vehicles 01-08-202031-07-2022 Penyelidik Bersama
    design and development of secure and energy efficient intelligent building via ir4.0 approach 01-08-202031-07-2021 Penyelidik Bersama
    comfortable coverall ppe suit for protecting frontliners from infectious covid-19 disease 01-08-202031-07-2021 Penyelidik Bersama
    (Tiada Rekod Tajuk) 14-07-2020 Penyelia
    (Tiada Rekod Tajuk) 04-05-202003-05-2022 Ketua Projek
    (Tiada Rekod Tajuk) 04-05-202031-12-2020 Ketua Kumpulan
    pembinaan kebuk intubasi versi 2 (v2) bagi pencegahan virus sars-cov-2(covid-19) kepada petugas kesihatan 01-04-202030-09-2020 Penyelidik Bersama
    terowong disinfeksi mudahalih bagi pencegahan penularan virus sars-cov-2 (covid-19) 01-04-202031-08-2020 Penyelidik Bersama
    kaedah pembuatan pelindung muka (face shield) dengan menggunakan mesin pencetak 3d 01-04-202030-06-2020 Penyelidik Bersama
    thingsmatrix: flexible cloud based iot application development platform with edge & fog computing support for developing ir 4.0 systems 01-12-201931-10-2021 Penyelidik Bersama
    improving medication adherence in glaucoma patients using a new medication reminder mobile phone application 24-10-201923-04-2021 Penyelidik Bersama
    sistem navigasi jentera berautonomi berasaskan pembelajaran mesin untuk aplikasi ladang sawit 01-10-201930-09-2021 Penyelidik Bersama
    rekabentuk dan aplikasi pemampas logik kabur satu masukan untuk sistem penuras kuasa aktif 01-10-201930-09-2021 Penyelidik Bersama
    convolutional neural networks with pyramid pooling module for facial micro-expression recognition 01-10-201930-09-2021 Penyelidik Bersama
    enhancing visual perception in inverse perspective mapping imagery 01-09-201930-11-2021 Penyelidik Bersama
    convolutional neural networks with selective filters for single object tracking on rgb-thermal infrared videos 01-09-201930-11-2021 Penyelidik Bersama
    pengoptimuman anggaran rantau kegagalan sistem penukar kuasa berkonsepkan kaedah penderiaan maya 01-09-201930-11-2021 Penyelidik Bersama
    variable stiffness analysis of soft robots via active compliant motion control for safe human-robot interaction. 01-09-201930-11-2021 Penyelidik Bersama
    mymata: a connected ocular disease screening system 01-08-201931-10-2021 Penyelidik Bersama
    a cloud based intelligent remote monitoring for energy storage system (ess) via wireless field sensing framework. 01-01-201930-09-2022 Ketua Projek
    combinatorial collinear and triangle equations for ovarian ultrasound image segmentation to identify follicle 01-01-201931-03-2021 Penyelidik Bersama
    prescriptive analytics of integrated engineering systems application developments for a unified connected system 14-12-201813-03-2021 Ketua Projek
    many-objective evolutionary algorithm for robot morphology design framework 15-11-201814-02-2021 Penyelidik Bersama
    optimal management of microgrids with renewable energy uncertainties using gravitational search algorithm 15-08-201814-11-2020 Penyelidik Bersama
    optimal control of facts devices in power system using wind driven optimization technique for stability improvement 15-08-201814-11-2020 Penyelidik Bersama
    cloud-based monitoring and edutainment robot 01-03-201831-08-2019 Penyelidik Bersama
    hybrid sinogram feature based pet/ct registration in thoracic region 16-10-201715-07-2020 Penyelidik Bersama
    construction site monitoring using multispectral lidar 16-10-201715-07-2020 Penyelidik Bersama
    developement of smart building monitoring and management using complex event processing approach 16-10-201715-10-2019 Penyelidik Bersama
    optimizing a deep learning neural network for pattern recognition based on genetic algorithm tuning method 15-08-201714-11-2020 Penyelidik Bersama
    combinatorial learning methods of evolutionary algorithms for robot navigational control 15-08-201714-11-2020 Penyelidik Bersama
    novel state-of-charge (soc) estimation of lithium ion batteries using deep learning neural network 15-08-201714-02-2020 Penyelidik Bersama
    ca-scada : the design and development of user friendly scada ide for industrial application 01-06-201730-11-2018 Penyelidik Bersama
    design and implementation of a parallelized complex event processing platform for internet of things application 01-05-201731-08-2019 Penyelidik Bersama
    (Tiada Rekod Tajuk) 01-12-201631-05-2020 Ketua Projek
    similarity search based event detection rule and template generation via the use of entropy and information gain approach 01-08-201631-01-2019 Penyelidik Bersama
    a novel computer assisted ocular disease screening framework for anterior segment photographed image (aspi) 01-08-201631-01-2019 Penyelidik Bersama
    evolutionary computation based intelligent task scheduling for multi-objective multi-constraint autonomous robotic exploration system (momcares) 01-05-201630-04-2019 Penyelidik Bersama
    mobile pterygium screening system based on anterior segment photographed images (aspi) 01-05-201631-01-2019 Penyelidik Bersama
    visual cortex bio-inspired model for semantic human activity recognition 01-01-201631-07-2019 Penyelidik Bersama
    intelligent technologies in interdisciplinary research for development of smart engineering systems 01-01-201631-12-2018 Ketua Projek
    3s-fisio: a smart physiotherapy system for home-based rehabilitation 01-01-201631-12-2018 Penyelidik Bersama
    novel retinal blood vessel tracking method using multiple model approach for ocular related medical diagnosis 02-11-201501-11-2019 Ketua Projek
    investigation of a vision based robust algorithm for vehicle predictive safety information sharing model 02-11-201501-11-2018 Penyelidik Bersama
    caiser : complex event processing development tool for engineering and scientific application 01-07-201531-05-2017 Penyelidik Bersama
    meningkatkan prestasi algoritma pemprosesan isyarat dengan proses pengoptimuman 15-06-201530-09-2016 Penyelidik Bersama
    predictive analytics for engineering intelligent systems development 15-06-201530-09-2016 Ketua Projek
    perlaksanaan algoritma berasaskan koloni lebah bagi pengaturan misi kumpulan kenderaan udara tanpa pemandu (uav) berciri autonomi untuk aplikasi pemantauan melalui udara 01-06-201530-11-2017 Penyelidik Bersama
    development of transition metal dichalcogenide based alternative absorbers for cost effective photovoltaic application 05-01-201530-09-2020 Penyelidik Bersama
    integrated markov chain and markov random field in behavioral analytics system 01-12-201431-05-2018 Penyelidik Bersama
    intelligent autonomous prediction of land usage loss (inloss) for coastal and low lying area: an image processing approach 01-08-201431-01-2017 Penyelidik Bersama
    research acculturation collaborative effort (race)-mentor: aini bt. hussain 27-06-201431-12-2015 Mentor
    modullarised charge equalisation controller using battery monitoring ic for lithium ion battery strings in electric vehicle 01-04-201430-11-2016 Penyelidik Bersama
    development of diverse engineering application using machine learning and computer vision 01-04-201431-03-2015 Ketua Projek
    pembangunan sistem pemprosesan isyarat berkeboleharapan tinggi 01-04-201431-03-2015 Penyelidik Bersama
    bantuan kewangan bahan penyelidikan (bkbp): aini bt. hussain 01-01-201431-03-2015 Penyelia
    enhancing spatial resolution of time series remotely sensed imagery using super-resolution technique for land cover mapping in urban area 16-12-201315-12-2016 Penyelidik Bersama
    attribute based detection and tracking of high value object for surveillance application 01-11-201331-10-2016 Ketua Projek
    ezeventprocessor: an intelligent complex event processor system for scientific, engineering and business application 01-10-201330-09-2014 Penyelidik Bersama
    a computer assisted vertebral fracture assessment system for vertebrae irregularity classification and retrieval 01-09-201331-08-2016 Ketua Projek
    multiple-hypothesis approach to video assisted physiothherapy monitoring system. 01-09-201330-06-2016 Penyelidik Bersama
    development of a prototype robotic tennis ball retrieval and distribution based on computer vision trchnology 01-09-201328-02-2016 Penyelidik Bersama
    development of bone age profile of malaysian children 01-05-201328-02-2015 Penyelidik Bersama
    pembangunan laman interaktif tnc(heaa) dan penyebaran maklumat secara berkesan 01-04-201331-03-2014 Penyelidik Bersama
    bantuan kewangan bahan penyelidikan: aini bt. hussain 01-03-201328-02-2014 Penyelia
    development of diverse applications using machine learning approach and computer vision 01-01-201331-03-2014 Ketua Projek
    pembangunan algoritma pengapusan hingar untuk isyarat pelbagai modal 01-01-201331-03-2014 Penyelidik Bersama
    prototype implementation of solid waste bin and truck monitoring and management system 01-09-201231-05-2015 Penyelidik Bersama
    prototype implementation of automatic recyclable objects sorting system 01-08-201231-07-2015 Penyelidik Bersama
    inovasi dalam strategi pengajaran & pembelajaran berkesan di fkab melalui peningkatan tahap kreativiti pensyarah 01-06-201201-12-2013 Penyelidik Bersama
    applied engineering intelligent systems development 01-05-201231-10-2015 Ketua Projek
    a novel quantification method for retinal vascular tortuosity in diabetic retinopathy 04-04-201203-10-2015 Penyelidik Bersama
    super resolution mapping for monitoring shoreline changes 01-04-201231-03-2014 Penyelidik Bersama
    prototype implementation of automatic recycleable objects sorting system 01-01-201231-05-2013 Penyelidik Bersama
    meningkatkan kpi kualiti siswazah - got 01-11-201130-09-2013 Ketua Projek
    new algorithms for expert system for solid waste monitoring and management using vision and communication technologies 08-08-201108-02-2013 Penyelidik Bersama
    performance enhancement of mems based ins/gps integration for low cost navigation applications 08-08-201108-02-2013 Penyelidik Bersama
    fusion of biomechanics and invariant image features for people re-identification 08-08-201108-02-2013 Ketua Projek
    new algorithms for inter-vehicle communication system though smart windscreen for safety applications 08-08-201107-08-2012 Penyelidik Bersama
    solid waste monitoring and management system for smartcity/smart village towards maintaning a sustainable innovative digital economy 01-08-201130-04-2015 Penyelidik Bersama
    integrated smartcity/smartvillage application to sustain innovative digital 01-08-201130-04-2015 Penyelidik Bersama
    an intelligent patrol robot for ensuring safe and secure environment for smartcity/ smart village towards sustainable innovative digital economy 01-08-201130-04-2015 Ketua Projek
    development of future vehicle safety systems 01-08-201130-04-2014 Penyelidik Bersama
    new robust motion properties for accurate cardiac abnormality detection 21-06-201120-06-2014 Penyelidik Bersama
    speech inteligibility improvement using intelligent noise cancellation technique 21-06-201121-12-2013 Penyelidik Bersama
    pembangunan kod amalan proses dalaman universiti untuk pencapaian indeks prestasi utama universiti penyelidikan 01-06-201130-06-2014 Penyelidik Bersama
    pengukuran hasil pembelajaran menggunakan model rasch bagi kursus asas jabatan di fkab 01-04-201130-06-2012 Penyelidik Bersama
    menyemai budaya pemikiran kreatif & inovatif melalui pendekatan pendidikan secara experiental 01-04-201131-03-2012 Penyelidik Bersama
    postgraduate learning & sustainable employability: a case study of ukm 01-04-201131-03-2012 Penyelidik Bersama
    a smart frid system for e-health and e-commerce related applications employing ipv6 and ieee 802.11 protocol 01-10-201031-03-2014 Penyelidik Bersama
    new algorithm for machine model with facts devices and its controller for limiting first swing stability of a large power system 20-08-201019-02-2013 Penyelidik Bersama
    development of a smart remote vision system for the identification of security breaches in ukm laboratories 01-07-201030-06-2012 Penyelidik Bersama
    software defined radio for image transmission 01-06-201031-12-2012 Penyelidik Bersama
    penambahbaikan kualiti berterusan (cq) ke atas pengukuhan inovasi pengajaran dan pembelajaran bagi tujuan akreditasi di fkab 01-06-201031-12-2011 Penyelidik Bersama
    kesarjanaan pengajaran dan pembelajaran: penambaikan kualiti berterusan kaedah pengukuran & penilaian 01-06-201031-05-2011 Penyelidik Bersama
    a new hybrid framework of differential optical flow and multi-scale techniques for real motion video 15-03-201014-03-2012 Penyelidik Bersama
    performance and realibility of radio frequency identification (rfid) 01-01-201031-12-2014 Penyelidik Bersama
    development of a non-linear theoretical model based on artificial neural network for streaming water quality prediction model 01-11-200931-10-2011 Penyelidik Bersama
    development of intelligent sensors and systems for automated vehicle classification in the toll industry 01-10-200915-09-2012 Penyelidik Bersama
    development of a non-linear model based on artificial neural network for river streaming flow forescasting at klang gates dam 01-08-200930-06-2011 Penyelidik Bersama
    ukm campus bus monitoring and identification system using frid and gis 01-07-200931-03-2012 Penyelidik Bersama
    solid waste in monitoring system in ukm using rfid, gis and gsm 01-07-200931-03-2012 Penyelidik Bersama
    smart and secure house systems 01-07-200931-12-2011 Penyelidik Bersama
    inovasi pedagogi pengukuhan kualiti pengajaran dan pembelajaran di fkab 01-07-200928-02-2011 Penyelidik Bersama
    robust video movement recognition system for non-rigid objects 01-05-200930-04-2011 Penyelidik Bersama
    pembangunan sistem diagnostik terbantu komputer untuk penilaian normal dan ketidaknormalan vertebra berasaskan pemprosesan imej 01-09-200831-08-2010 Ketua Projek
    vision based smart crowd surveillance system 01-06-200830-06-2012 Ketua Projek
    vision based computer aided cardiac diagnosis system 01-06-200830-11-2011 Penyelidik Bersama
    intergrated intelligent safety for vehicle applications using rfid 01-06-200828-02-2011 Penyelidik Bersama
    assessment of equipment sensitivity to voltage sags for power quality improvement 01-10-200731-12-2012 Penyelidik Bersama
    development of adaptive digital filter algorithms for robust rfid data collection 01-10-200731-12-2012 Penyelidik Bersama
    automated recycling of plastic containers using an intelligent 01-10-200730-09-2009 Penyelidik Bersama
    development of joint audio-visual signal processing systems for malay speech and speaker recognition 01-09-200731-08-2009 Penyelidik Bersama
    configuration-based support tool for reliability prediction in mechanical components 01-09-200731-07-2009 Penyelidik Bersama
    pembangunan sistem diagnosis terbantu komputer imej sinar-x untuk analisis keretakan tulang belakang 01-08-200731-12-2007 Ketua Projek
    bio-signal processing and analysis using nonlinear science approach of fractal, chaos and complexity theory 01-07-200731-12-2009 Ketua Projek
    algorithm development in joint audio-visual signal processing for malay speech recogniton 01-03-200728-02-2009 Penyelidik Bersama
    power quality remote monitoring: a low cost system development 01-12-200601-04-2009 Ketua Projek
    automated vision based fruit size grading system 01-12-200631-12-2008 Penyelidik Bersama
    development of advanced algorithms and computational methods to enhance power system security and reliability 01-12-200601-12-2008 Penyelidik Bersama
    development of high frequency vibro-acoustic sensor system for automotive engine performance monitoring 01-12-200630-11-2008 Penyelidik Bersama
    advanced power quality monitoring instrument for real time disturbance recognition and source detection 01-12-200631-10-2008 Penyelidik Bersama
    dynamic modelling of microgrid in power delivary system 01-11-200631-10-2009 Penyelidik Bersama
    development of a speaker verification engine 01-01-200631-12-2007 Penyelidik Bersama