mohammad khatim hasan, azizi abdullah, zainal rasyid mahayuddin, ahmad fitri zohari.  (2025).  pembentangan kemajuan projek warisan 025022: bahasa-bench: vision-language benchmark in malay for plants and herbs.  - .  . 

mohammad khatim hasan, azizi abdullah, zainal rasyid mahayuddin, ahmad fitri zohari.  (2025).  pamplet pameran flora cerdas.  - .  . 

azizi abdullah, wei soong wong, dheeb albashish.  (2025).  eb-cnn: ensemble of branch convolutional neural network for image classification.  - pattern recognition letters.  1 - 7. 

azizi abdullah, diah arianti, shahnorbanun sahran.  (2025).  iterative ensemble threshold selection in branch cnns for efficient image classification.  - 2025 international conference on intelligent systems: theories and applications (sita).  1 - 8. 

rukiah a latiff, alif azhan jamunir , akmal sabarudin, mohamad aminudin said, ahmad khairuddin mohamed yusof, azizi abdullah.  (2025).  investigation of post-reconstruction positron range correction in rb-82 pet cardiac image: a phantom study.  - physical and engineering sciences in medicine.  63 - 64. 

syaimak abdul shukor, jia huitang, iqraq kamal, mohd faizzuan mohammad, zalinda othman, shahnorbanun sahran, nor samsiah sani, mohd ridzwan yaakub, and azizi abdullah.  (2025).  predictive maintenance in aerospace: leveraging machine learning for optimized filter lifespan.  - communications in computer and information science2483: first international symposium, sms 2024 johor bahru, malaysia, december 16–17, 2024 proceedings.  87 - 101. 

qiaoyi xu, afzan adam, azizi abdullah, nurkhairul bariyah.  (2025).  a review of advanced deep learning methods of multi-target segmentation for breast cancer wsis.  - ieee access.  76016 - 76037. 

nedaa almansour, shahnorbanun sahran, azizi abdullah, dheeb albashish, jemaima che hamzah.  (2025).  hyperparameter optimization of convolutional neural networks using particle swarm optimization for diabetic retinopathy detection.  - peerj computer science.  1 - 39. 

mohammad khatim hasan, shahnorbanun sahran, suhaila zainudin, azizi abdullah, mohammad faidzul nasrudin, afzan adam, atika noor azit, siti nabihah md said.  (2025).  bengkel ai untuk penyelidikan perubatan.  - buletin akses ftsm.  . 

azizi abdullah.  (2025).  understanding and applying image features in computer vision applications.  - ai untuk penyelidikan perubatan.  . 

qiaoyi xu, afzan adam, azizi abdullah, nurkhairul bariyah.  (2025).  advanced deep learning approaches in detection technologies for comprehensive breast cancer assessment based on wsis: a systematic literature review.  - diagnostics.  1 - 24. 

azizi abdullah.  (2025).  ai sektor kesihatan bawa cabaran besar.  - .  . 

azizi abdullah.  (2025).  ai dalam bidang pertanian.  - .  . 

ahmed oday, azizi abdullah, shahnorbanun sahran.  (2025).  yolo-osam reassembly spatial attention mechanisms for facial expression recognition.  - traitement du signal.  2379 - 2387. 

ahmad jazimin jusoh, nazre abdul rashid, raja jamilah raja yusof, suzaily wahab, azizi abdullah, durrah athirah walid.  (2024).  validity of kirkpatrick evaluation model instrument for drug prevention education programs in primary school.  - international journal of pedagogy and learning community (ijplc) .  57 - 69. 

zuraini othman, sharifah sakinah syed ahmad, nur hajar zamah shari, azizi abdullah, anton satria prabuwono.  (2024).  analysis of adaptive threshold value using weighted global and local approach method for herbs leaves image data.  - journal of advanced research in applied sciences and engineering technology.  274 - 287. 

jung-ryul lee, hongki yoo, chia chen ciang, young-jin kim, daehee kim, teow wee teo, zeinab mahdavipour, azizi abdullah, bee ee khoo, mohd zaid abdullah, dimitris k iakovidis, panagiotis vartholomeos, andrew yacoot, tao cai, mirae kim, kyung chun kim, jiamin ye, xiao liang, lidan cao, xingwei wang, jianqing huang, weiwei cai, yingchun wu, marco j da silva, chao tan, sayantan bhattacharya, pavlos vlachos, christian cierpka and massimiliano rossi.  (2024).  roadmap on industrial imaging techniques.  - measurement science and technology.  1 - 48. 

azizi abdullah.  (2024).  bengkel celik ai.  - bengkel celik ai kepada murid sains komputer daerah temerloh.  . 

azizi abdullah.  (2024).  deep learning for computer vision.  - upi summer course 2024.  . 

diah arianti, azizi abdullah, shahnorbanun sahran, wong zhyqin.  (2024).  weighted pso ensemble using diversity of cnn classifiers and color space for endoscopy image classification.  - international journal of advanced computer science and applications.  1137-1114. 

syaimak abdul shukor, zalinda othman, azizi abdullah, shahnorbanun sahran, mohd ridzwan yaakub, kerk yi wen, norsamsiah sani, nuramni ashikin anuar, iqraq kamal, sivadas chandra sekaran, mohd faizzuan mohammad.  (2024).  penyelenggaraan ramalan - menjamin kualiti terbaik.  - buletin akses (advancing knowledge for success), ftsm, ukm.  12-13. 

azizi bin abdullah;shahnorbanun binti sahran;afzan binti adam;nor samsiah binti sani.  (2024).  ensemble of convolutional neural networks using multiple heterogeneous filter models for image classification..  - .  . 

dheeb albashish, hossam m. j. mustafa, ruba abu khurma, basela hasan, sulieman bani-ahmad, azizi abdullah, anas arram.  (2024).  enhanced meta-heuristic methods for industrial winding process modelling.  - expert systems.  1 - 23. 

mohd razif shahril, nur afifah mursyida zaujan, suzana shahar, ezanee azlina mohamad hanif, rohaizak muhammad, fuad ismail, nur fa’izah ab muin, razinah sharif, ponnusamy subramaniam, azizi abdullah, michael fenech.  (2024).  the fitness-aging dilemma: how higher bmi modulates the accelerated aging effects of physical fitness on telomere length .  - sicom-aoco (soms international conference on obesity & metabolism - asia oceania conference on obesity).  218 - 218. 

mohd razif shahril, nur afifah mursyida zaujan, suzana shahar, ezanee azlina mohamad hanif, rohaizak muhammad, fuad ismail, nur fa’izah ab muin, razinah sharif, ponnusamy subramaniam, azizi abdullah, michael fenech.  (2024).  mind the gap: assessing cognitive function in breast cancer survivors and healthy women.  - 14th international symposium of health sciences.  51 - 51. 

nur afifah mursyida zaujan, mohd razif shahril, suzana shahar, ezanee azlina mohamad hanif, rohaizak muhammad, fuad ismail, nur fa’izah ab muin, razinah sharif, ponnusamy subramaniam, azizi abdullah, michael fenech.  (2024).  active lives after cancer: a comparative analysis of physical activity in breast cancer survivors and healthy controls .  - 14th international symposium of health sciences.  107 - 107. 

nur afifah mursyida zaujan, mohd razif shahril, suzana shahar, ezanee azlina mohamad hanif, rohaizak muhammad, fuad ismail, nur fa’izah ab muin, razinah sharif, ponnusamy subramaniam, azizi abdullah, michael fenech.  (2024).  widespread cam adoption among malaysian breast cancer survivors and healthy women: a comparative insight.  - 3rd macr international scientific conference .  30 - 30. 

nur afifah mursyida zaujan, mohd razif shahril, suzana shahar, ezanee azlina mohamad hanif, azizi abdullah, rohaizak muhammad, fuad ismail, razinah sharif, ponnusamy subramaniam, michael fenech.  (2024).  pillow talk: understanding sleep quality's role in body composition among breast cancer survivors.  - 1st national cancer congress malaysia 2024: bridging gaps, building hope, empowering lives: conference proceedings.  238 - 239. 

nur afifah mursyida zaujan, mohd razif shahril, suzana shahar, ezanee azlina mohamad hanif, rohaizak muhammad, fuad ismail, nur fa’izah ab muin, razinah sharif, ponnusamy subramaniam, azizi abdullah, michael fenech.  (2024).  dietary choices and their impact on telomere length: implications for women's health.  - 5th apnno biennial conference 2024 & 14th asia pacific conference on clinical nutrition.  105 - 105. 

ciptro handrianto, ahmad jazimin jusoh, nazre abdul rashid, suzaily wahab, azizi abdullah, mohammad khatim hasan, m. arinal rahman.  (2024).  teacher`s self efficacy (tse) and teaching competency (tc) of malaysian secondary school teachers in drug education.  - international journal of instruction.  1 - 17. 

wong wei soong, azizi abdullah.  (2023).  river drowsiness detection using deep learning branched ensemble learning.  - .  1-25. 

ho wei ren, azizi bin abdullah.  (2023).  forecasting natural rubber price in malaysia by using branching bi-lstm.  - .  1-22. 

low yee sen, azizi abdullah.  (2023).  malaysian age structure forecast using the log-ratio transformation and arima models.  - .  1-13. 

adrus mohamad tazuddin, azizi abdullah, zainal rasyid mahayuddin.  (2023).  enhancing hierarchical cnn via pathway loss and reference forwarding syynergy method.  - 2023 international conference on electrical engineering and informatics.  161-166. 

adrus mohamad tazuddin, azizi abdullah, zainal rasyid mahayuddin.  (2023).  hierarchical cnn automated hierarchy creation using output prediction analysis with misprediction matrix.  - 2023 international conference on electrical engineering and informatics.  155-160. 

nur afifah mursyida zaujan, mohd razif shahril, suzana shahar, ezanee azlina mohamad hanif, azizi abdullah, rohaizak muhammad, razinah sharif, ponnusamy subramaniam, michael fenech.  (2023).  breast cancer survivors are more physically active compared to healthy women: preliminary findings from c*star (cancer survivors trajectories of aging research) study.  - maso scientific conference on obesity 2023.  101. 

ken lun lam, azizi abdullah, and dheeb albashish.  (2023).  ensemble of fully convolutional neural networks with end-to-end learning for small object semantic segmentation.  - robot intelligence technology and applications 7.  125-135. 

nor samsiah binti sani;azizi bin abdullah;shahnorbanun binti sahran;afzan binti adam.  (2023).  adaptive load balancing task based on genetic programming in mapreduce for parallel computing .  - .  . 

zul hilmi abdullah, waidah ismail, lailatul qadri zakaria, shaharudin ismail & azizi abdullah.  (2023).  classification of exercise game data for rehabilitation using machine learning algorithms.  - the international conference on data science and emerging technologies.  293-304. 

nor azman mat ariff, azizi abdullah and mohammad faidzul nasrudin.  (2023).  ensemble of multi-spatial resolution for image spam filtering.  - journal of advanced computing technology and application (jacta).  13-27. 

zhang rongchuan, azizi abdullah, adrus mohamad tazuddin.  (2023).  enhancing aerial image semantic segmentation of tiny objects using hierarchical constrained cnn approach.  - .  1-14. 

ahmad jazimin jusoh, muh khairul wajedi imami, ciptro handrianto, ahmad nazir mohd isa, siti zobidah omar, azizi abdullah, suzaily wahab.  (2023).  verification the reliability and validity of a malaysian version of rathus assertiveness schedule as drug prevention scale.  - islamic guidance and counseling journal.  1-16. 

zaidah ibrahim, norizan mat diah, muhammad eirfan azmi, azizi abdullah, and nor azan mat zin.  (2022).  real-time mobile application for handwritten digit recognition using mobilenet.  - proceedings of the 11th international conference on robotics, vision, signal processing and power applications.  1003-1008. 

norizan mat diah, ratna zuarni ramli, nor azan mat zin and azizi abdullah.  (2022).  real-time feedback engine for online jawi character recognition.  - international journal of advanced technology and engineering exploration.  477-489. 

umar affandi shahrin iskandar, norizan mat diah, marina ismail1, azizi abdullah.  (2022).  comparing the efficiency of pathfinding algorithms for npcs in platform games.  - journal of positive school psychology.  8434-8441. 

monirul islam pavel, siok yee tan, and azizi abdullah.  (2022).  vision-based autonomous vehicle systems based on deep learning: a systematic literature review.  - applied sciences.  1-51. 

nor ashidah selamat dan azizi abdullah dan norizan mat diah.  (2022).  association features of smote and rose for drug addiction relapse risk.  - journal of king saud university - computer and information sciences.  7710-7719. 

xuanzhi liao, shahnorbanun sahran, azizi abdullah and syaimak abdul shukor.  (2022).  adacb: an adaptive gradient method with convergence range bound of learning rate.  - applied sciences.  9389-9404. 

joko siswantoro, azizi abdullah, anton satria prabuwono, bahari idrus.  (2022).  sistem penglihatan komputer: pengukuran isipadu produk menggunakan kaedah monte carlo.  - .  158. 

amran binomairah, azizi abdullah, bee ee khoo, zeinab mahdavipour, teow wee teo, nor shahirah mohd noor and mohd zaid abdullah.  (2022).  detection of microcracks and dark spots in monocrystalline perc cells using photoluminescene imaging and yolo-based cnn with spatial pyramid pooling.  - epj photovoltaics.  1-12. 

azizi abdullah, izwan azmi, mohammad faidzul nasrudin, mohammed salameh.  (2021).  fixed partitioning using an heuristic approach for loop closure detection.  - journal of theoretical and applied information technology.  1719-1729. 

siok yee tan, haslina arshad, azizi abdullah.  (2021).  an improved colour binary descriptor algorithm for mobile augmented reality.  - virtual reality.  1193-1219. 

abbas salimi zaini, siti norul huda sheikh abdullah, azizi abdullah, nelson budin sana, shariffpudin basiron.  (2021).  exploitable edge analysis for free flow vehicle plate localization.  - asia-pacific journal of information technology and multimedia.  27-42. 

inas a. a. yosif, azizi abdullah.  (2021).  visual object categorization using combination rules for multiple classifiers.  - 2021 ieee 1st international maghreb meeting of the conference on sciences and techniques of automatic control and computer engineering mi-sta, 25-27 may 2021, tripoli-libya.  270-275. 

dheeb albashish, rizik al-sayyed, azizi abdullah, mohammad hashem ryalat, nedaa ahmad almansour.  (2021).  deep cnn model based on vgg16 for breast cancer classification.  - 2021 international conference on information technology (icit).  805-810. 

nor sakinah md othman, azizi abdullah.  (2021).  principal component analysis variant initialization in convolutional neural network.  - the 5 international multi-conference on artificial intelligence technology.  183-187. 

umar affandi shahrin iskandar, norizan mat diah, marina ismail, azizi abdullah.  (2021).  comparing the efficiency of pathfinding algorithms for npcs in platform games.  - 2nd international conference on information security and computer technology (icisct 2021).  1-10. 

azizi abdullah and warhamni jani@mokhtar.  (2021).  soft marking scheme of svm hierarchical classifiers for attack classification.  - journal of computer science.  803-813. 

zuraini othman, sharifah sakinah syed ahmad, fauziah kasmin, azizi abdullah and nur hajar zamah shari.  (2021).  local image analysis of malaysian herbs leaves using canny edge detection algorithm.  - international conference on soft computing in data science.  254-265. 

azizi abdullah dan dheeb albashish.  (2021).  empirical comparision on boosted cascade of haar-like features to histogram of oriented gradients for person detection.  - 2021 international conference on electrical engineering and informatics (iceei).  1-6. 

azizi abdullah, mohammed omar salameh dan abdul hadi abd rahman.  (2021).  penyetempatan robot dan pengecaman objek.  - .  74-85. 

fauziah kasmin, azizi abdullah dan anton satria prabuwono.  (2021).  pembinaan imej perduaan menggunakan penggabungan penormalan dan kemudi kejiranan setempat.  - .  177. 

hasmila amirah omar, shahnorbanun sahran, nor samsiah sani, azizi abdullah.  (2021).  job scheduling performance issues and solutions of big data applications in apache spark: a review.  - e- proceedings of the 5th international multi-conference on artificial intelligence technology (mcait 2021) artificial intelligence in the 4th industrial revolution.  151-157. 

ciptro handrianto, ahmad jazimin jusoh, pauline swee choo goh, nazre abdul rashid, azizi abdullah and m. arinal rahman.  (2021).  teaching competency of teachers for curbing drug and substance abuse (dsa) in malaysian secondary schools.  - journal of drug and alcohol research.  1-7. 

zuraini othman, azizi abdullah, fauziah kasmin and sharifah sharifah sakinah syed ahmad.  (2020).  adaptive multi type of interpolation for iris localization.  - international journal of advanced trends in computer science and engineering.  5053-5058. 

azizi abdullah and wong en ting.  (2020).  orientation and scale based weights initialization scheme for deep convolutional neural networks.  - asia-pacific journal of information technology and multimedia.  103-112. 

azizi abdullah.  (2020).  understanding machine learning applications.  - .  1-63. 

nor ashidah selamat and azizi abdullah.  (2020).  imbalanced data classification for risk of addiction relapse using the smote and rose combined methods: a comparative study.  - .  1-112. 

fixed partitioning and salient points for loop closure detection: a comparative study.  (2020).  fixed partitioning and salient points for loop closure detection: a comparative study.  - .  1-10. 

azizi abdullah and jaison raj oothariasamy.  (2020).  a comparitive study of convolutional neural network models for detection, classification and counting of vehicles in traffic.  - .  1-14. 

warhamni jani @ mokhtar and azizi abdullah.  (2020).  hierarchical svm classifiers for intrusion detection system.  - .  1-16. 

azizi abdullah, jaison oothariasamy.  (2020).  vehicle counting using deep learning models: a comparative study.  - international journal of advanced computer science and applications.  697-703. 

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.  - .  . 

khairuddin omar, anton heryanto, mohd, zamri murah, azizi abdullah;siti norul huda sheikh abdullah, mohammad faidzul nasrudin.  (2019).  jawi subword handwritten recognition using multimodal shared representation.  - lp-ftsm-2019-006.  1-10. 

siok yee tan, haslina arshad, azizi abdullah.  (2019).  distinctive accuracy measurement of binary descriptors in mobile augmented reality.  - plos one.  . 

mudzfirah abdul halim dan azizi abdullah dan khairul akram zainol ariffin.  (2019).  recurrent neural network for malware detection.  - international journal of advances in soft computing and its application.  46-63. 

khairuddin omar, anton heryanto, mohammad faidzul nasrudin, azizi abdullah, siti norul huda sheikh abdullah & mohd zamri murah..  (2019).  jawi subword handwritten recognition using multimodal shared representation: trace transform network.  - lp-ftsm-2019-002.  1-21. 

zuraini othman, azizi abdullah, fauziah kasmin and sharifah sakinah syed ahmad.  (2019).  effect of supervised region of interest against edge detection method for iris localisation.  - intelligent and interactive computing.  249-263. 

zuraini othman, azizi abdullah, sharifah sakinah syed ahmad and fauziah kasmin.  (2019).  extrema points application in determining iris region of interest.  - educatum journal of science, mathematics and technology.  35-40. 

siti norul huda sheikh abdullah, abbas salimi zaini, bedir yilmaz, azizi abdullah, nor sakinah binti md othman, ven jyn kok.  (2019).  contour based tracking for driveway entrance counting system.  - international journal of integrated engineering.  1-10. 

yong voon yau & azizi abdullah.  (2018).  perancangan laluan menggunakan algoritma a* untuk pelbagai destinasi.  - an assemble of image prim.  . 

mohammed omar salameh, azizi abdullah & shahnorbanun sahran.  (2018).  correcting vehicle heading in visual odometry by combining keypoint detectors.  - an assemble of image prim.  . 

zuraini othman, azizi abdullah, anton satria prabuwono.  (2018).  iris localization algorithm using region growing and support vector machine.  - advanced science letters.  1005-1011. 

nor azman mat ariff, azizi abdullah, mohammad faidzul nasrudin.  (2018).  experimental approach based on ensemble and frequent itemset mining for image spam filtering.  - journal of telecommunication, electronic and computer engineering.  . 

abdul hadi abd rahman.  (2018).  ala carte pagi bernama radio.  - robot autonomi dipacu data.  . 

bahari bin idrus;azizi bin abdullah;zainal rasyid bin mahayuddin;anton satria prabuwono.  (2018).  three dimensional size measurement for irregular shape object using monte carlo method.  - .  . 

dheeb albashish, shahnorbanun sahran, azizi abdullah, mohammed alwesha, afzan adam.  (2018).  a hierarchical classifier for multiclass prostate histopathology image gleason grading.  - journal of information and communication technology.  . 

shahnorbanun sahrana, dheeb albashishb, azizi abdullaha, nordashima abd shukorc, suria hayati md pauzi.  (2018).  absolute cosine-based svm-rfe feature selection method for prostate histopathological grading.  - artificial intelligence in medicine.  . 

siok yee tan, haslina arshad, azizi abdullah.  (2018).  an efficient and robust mobile augmented reality application.  - international journal on advanced science, engineering and information technology,.  . 

mohammed salameh, azizi abdullah, shahnorbanun sahran.  (2018).  multiple descriptors for visual odometry trajectory estimation.  - international journal on advanced science, engineering and information technology.  . 

shahnorbanun sahran, ashwaq qasem, khairuddin omar, dheeb albashih, afzan adam, siti norul huda sheikh abdullah, azizi abdullah, rizuana iqbal hussain, fuad ismail, norlia abdullah, suria hayati md pauzi, nurdashima abd shukor.  (2018).  machine learning methods for breast cancer diagnostic.  - .  57-76. 

zuraini othman, azizi abdullah.  (2018).  adaptive threshold and piecewise fitting for iris localisation.  - journal of telecommunication, electronic and computer engineering.  . 

wan noor aziezan baharuddin, siti norul huda sheikh abdullah, shahnorbanun sahran, ashwaq qasem, rizuana iqbal hussain, azizi abdullah.  (2018).  breast tissue classification via interval type 2 fuzzy logic based rough set.  - international journal on advanced science, engineering and information technology.  . 

li ao, bahari idrus & azizi abdullah.  (2018).  integration of a* algorithm and brute force algorithm in solving a multi destination path planning.  - .  . 

fauziah kasmin, azizi abdullah dan anton satria prabuwono.  (2017).  weight determination for supervised binarization algorithm based on or decomposition.  - jurnal teknologi.  97-106. 

nur aliyatul husna bt yahya, siti norul huda bt sheikh abdullah, abbas salimi bin zaini, azizi bin abdullah, mohd zamri murah, shariffpudin basiron.  (2017).  license plate localization based on kapur optimal multilevel threshold.  - 7th international conference on cloud computing, data science & engineering confluence 2017.  77-81. 

mohd rizal kadis dan azizi abdullah.  (2017).  global and local clustering soft assignment for intrusion detection system: a comparative study.  - asia-pacific journal of information technology and multimedia.  57-69. 

fauziah kasmin, azizi abdullah, anton satria prabuwono.  (2017).  retinal blood vessel segmentation using ensemble of single oriented mask filters.  - international journal of electrical and computer engineering.  1414-1422. 

khairuddin omar, anton heryanto, mohammad faidzul nasrudin, azizi abdullah, siti norul huda sheikh abdullah, zamri murah, & abdul aziz azri..  (2017).  jawi subword handwritten recognition using multimodal shared representation: data preparation.  - intelligent collaboration.  . 

nurul shazira saifuzzaman & azizi abdullah.  (2017).  umpukan lembut setempat untuk sistem pengesanan pencerobohan berasaskan hos suatu perbandingan.  - .  . 

nursyazwani salaman & azizi abdullah.  (2017).  teknik mesin sokongan vektor untuk sistem pengesanan pencerobohan berasaskan rangkaian.  - .  . 

f. kasmin, a. abdullah, a.s. prabuwono.  (2017).  ensemble of steerable local neighbourhood grey-level information for binarization.  - pattern recognition letters.  8-15. 

mohammed omar salameh, azizi abdullah & shahnorbanun saran.  (2017).  ensemble of bayesian filter with active and passive nodes for loop closure detection.  - 2017 18th international conference on advanced robotics (icar).  482-486. 

joko siswantoro, anton satria prabuwono, azizi abdullah, bahari indrus.  (2017).  hybrid neural network and linear model for natural produce recognition using computer vision.  - journal of ict research and applications.  184-198. 

zuraini othman & azizi abdullah.  (2017).  an adaptive threshold based on multiple resolution levels for canny edge detection.  - recent trends in information and communication technology, lecture notes on data engineering and communications technologies.  316-323. 

ahmad rafizi salleha, azizi abdullahb, hakim zainalc, nik rahimi bin nik yusoffd, ahmad zamri mansord, mashitoh yaacoba, & siti rugayah haji tibeke.  (2017).  transformasi perisian kursus multimedia (multimedia courseware) funarabic dalam pembelajaran bahasa arab berasaskan pendekatan aspek didik hibur dan sosio-budaya.  - an assemble of image prim.  . 

siti norul huda sheikh abdullah, azizi abdullah, mohamad amirul asraf mohammad razali, abbas salimi, bedir yilmaz, fasihah nabihah rahman, afzan adam, shahnorbanun sahran & masri ayob.  (2017).  vehicle classification using surf bow and support vector machine.  - an assemble of image prim.  . 

tan siok yee, haslina arshad & azizi abdullah.  (2017).  application of color freak descriptor for mobile markerless augmented reality.  - .  80-86. 

azizi abdullah & nor samsiah sani.  (2017).  pembelajaran mesin (mlab).  - .  47-53. 

abdul hadi abd rahman, shahnorbanun sahran, khairul akram zainol ariffin, salwani abdullah, mohammad faidzul nasrudin, siti norul huda sheikh abdullah, azizi abdullah, lailatul qadri zakaria, nazatul aini abd majid & sabrina tiun abdullah.  (2017).  cabaran perdana robot berautonomi berpandukan data: robot didik pacuan data untuk pendidikan stem.  - .  161-168. 

mohammed omar salameh, azizi abdullah and shahnorbanun sahran.  (2017).  ensemble of bayesian filters for loop closure detection.  - pertanika journal of science & technology.  235-242. 

nor azman mat ariff, azizi abdullah, mohammad faidzul nasrudin.  (2016).  multi spatial resolution for image spam filtering.  - icocoe 2015: 2nd international conference on communication and computer engineering.  1209-1217. 

joko siswantoro,anton satria prabuwono,azizi abdullah,bahari idrus.  (2016).  a linear model based on kalman filter for improving neural network classification performance.  - expert systems with applications.  112-122. 

wan noor aziezan baharuddin , siti norul huda sheikh abdullah , shahnorbanun sahran, ashwaq qasem, and azizi bin abdullah, rizuana iqbal, fuad ismail.  (2016).  type 2 fuzzy logic for mammogram breast tissue classification.  - 2016 international conference on industrial informatics and computer systems (ciics).  . 

mohammed omar salameh ; azizi abdullah ; shahnorbanun sahran.  (2016).  ensemble of vector and binary descriptor for loop closure detection.  - the 4th international conference on robot intelligence technology and applications, bucheon south korea.  329-340. 

mohd rizal kadis dan azizi abdullah.  (2016).  umpukan lembut kluster sejagat dan setempat untuk sistem pengesanan pencerobohan satu kajian perbandingan.  - .  . 

nor hisyam mansor dan azizi abdullah.  (2016).  sistem tutorial pintar menggunakan kaedah pembelajaran mudah suai.  - .  . 

anis syafiqah sahdon & azizi abdullah.  (2016).  sistem pengecaman imej bangunan menggunakan kaedah sokongan vektor mesin (svm).  - an assemble of image prim.  . 

hayder ayad, siti norul huda sheikh abdullah, azizi abdullah.  (2016).  generalizing the gabor filter for visual object categorization.  - proceeding 5th international technical conference 2016 (itc2016).  117-123. 

ariff n.a.m., abdullah a., nasrudin m.f..  (2016).  multi spatial resolution for image spam filtering.  - lecture notes in electrical engineering.  1209-1217. 

dheeb albashish, shahnorbanun sahran, azizi abdullah, nordashima abd shukor, suria pauzi.  (2016).  ensemble learning of tissue components for prostate histopathology image grading.  - international journal on advanced science engineering information technology.  1134-1140. 

siok yee tan, haslina arshad, azizi abdullah, waqas khalid obeidy.  (2016).  a new illumination invariant feature based on freak descriptor in rgb color space.  - journal of theoretical and applied information technology.  207-214. 

fauziah kasmin, azizi abdullah, anton satria prabuwono.  (2015).  ensembles of normalization techniques to improve the accuracy of otsu method.  - applied mathematical sciences.  1565 - 1578. 

joko siswantoro, anton satria prabuwono, azizi abdullah, bahari idrus.  (2015).  automatic image segmentation using sobel operator and k-means clustering a case study in volume measurement system for food products.  - 2015 international conference on science in information technology (icsitech).  1-6. 

anton satria prabuwono, joko siswantoro, azizi abdullah.  (2015).  natural produce classification using computer vision based on statistical color features and derivative of radius function.  - applied mechanics and materials.  242-247. 

joko siswantoro, anton satria prabuwono, azizi abdullah, bahari idrus.  (2015).  pembangunan kotak pembatas 3d dari beberapa citra.  - snastia 2015 masa depan industri teknologi informasi: tantangan, peluang, dan strategi bisnis.  . 

mohammad omar salameh, azizi abdullah, shahnorbanun sahran.  (2015).  ensemble of bayesian filters for loop closure.  - jaist symposium on advanced science and technology 2015.  . 

dheeb albashish,shahnorbanun sahran, azizi abdullah,afzan adam, nordashima abd shukor,suria hayati md pauzi.  (2015).  multi-scoring feature selection method based on svm-rfe for prostate cancer diagnosis.  - the 5th international conference on electrical engineering and informatics 2015.  682-686. 

joko siswantoro,anton satria prabuwono, azizi abdullah.  (2014).  volume measurement algorithm for food product with irregular shape using computer vision based on monte carlo method.  - journal of ict research and applications.  1-17. 

joko siswantoro,anton satria prabuwono, azizi abdullah,and bahari idrus.  (2014).  monte carlo method with heuristic adjustment for irregularly shaped food product volume measurement.  - the scientific world journal.  2014:1-10. 

abbas m. ali, md jan nordin and azizi abdullah.  (2014).  a spatial visual words of discrete image scene for indoor localization.  - research journal of applied sciences, engineering and technology.  7(14): 2806-2812. 

s. nashat, a. abdullah, m.z. abdullah.  (2014).  machine vision for crack inspection of biscuits featuring pyramid detection scheme.  - journal of food engineering.  120:233-247. 

khairuddin bin omar, mohamad shanudin bin zakaria, mohd. zamri bin murah, fuad bin ismail, norlia bt. abdullah, liong choong yeun, md. jan bin nordin, azizi abdullah, christopher ho chee kong, et. al..  (2014).  automated medical imaging diagnostic based on four critical diseases: brain, breast, prostate and lung cancer.  - .  . 

mohd sanusi azmi, khairuddin omar, mohammad faidzul nasrudin, azah kamilah muda, azizi abdullah and khadijah wan mohd ghazali.  (2013).  features extraction of arabic calligraphy using extended triangle model for digital jawi paleography analysis.  - international journal of computer information systems and industrial management applications.  5:696-703. 

joko siswantoro, anton satria prabuwono, azizi abdullah.  (2013).  real world coordinate from image coordinate using single calibrated camera based on analytic geometry.  - second international multi-conference on artificial intelligence technology, m-cait 2013.  1-11. 

joko siswantoro, anton satria prabuwono, azizi abdullah.  (2013).  volume measurement of food product with irregular shape using computer vision and monte carlo method.  - procedia technology - the 4th international conference on electri cal engineering and informatics (iceei 2013).  . 

enas a. a. eqlouss, azizi abdullah, siti norul huda sheikh abdullah.  (2013).  ensembles of gradient based descriptors with derivative filters for visual object categorization.  - the first international conference on robot intelligence technology and applications (rita 2012), gwangju, south korea..  . 

shahrul azman noah, azizi abdullah, haslina arshad, azuraliza abu bakar, zulaiha ali othman, shahnorbanum sahran, nazlia omar, zalinda othman.  (2013).  soft computing applications and intelligent systems : communications in computer and information science (ccis).  - communications in computer and information science (ccis) - soft computing applications and intelligent systems : 2nd international multi-conference on artificial intelligence technology (m-cait 2013).  . 

nur nabilah abu mangshor, azizi abdullah.  (2013).  stacking of texture based filters for visual place categorization.  - 2013 5th international conference of soft computing and pattern recognition (socpar).  . 

hongshen xie, azizi abdullah, rossilawati sulaiman.  (2013).  byte frequency analysis descriptor with spatial information for file fragment classification.  - international conference on artificial intelligence and computer science (aics2013).  . 

wan noor aziezan baharuddin, rizuana iqbal hussain, siti norul huda sheikh abdullah, neno fitri, and azizi abdullah.  (2013).  mamdani-fuzzy expert system for birads breast cancer determination based on mammogram images.  - .  CCIS 378, 99-110. 

khairuddin omar, mohd sanusi azmi, muhamad faidzul nasrudin, azizi abdullah, & che wan shamsul bahri che wan ahmad..  (2013).  paleografi jawi digital wadah baru kajian tempat asal manuskrip melayu lama.  - jurnal filologi melayu.  135-150. 

fauziah kasmin, anton satria prabuwono, azizi abdullah.  (2012).  detection of leukemia in human blood sample based on microscopic images: a study.  - journal of theoretical and applied information technology.  46(2):0579-0586. 

s. nashat, a. abdullah, m. z. abdullah.  (2012).  unimodal thresholding for laplacian-basedcanny deriche filter.  - pattern recognition letters.  33(10):1269-1286. 

fauziah kasmin, azizi abdullah, anton satria prabuwono.  (2012).  the effect of normalization techniques and their ensembles towards otsu method.  - proceedings of the 2012 4th international conference of soft computing and pattern recognition (socpar).  . 

zuraini othman, azizi abdullah, anton satria prabuwono.  (2012).  a statistical approach of multiple resolution levels for canny edge detection.  - proceedings of the 2012 4th international conference on soft computing and pattern recognition (socpar).  . 

hayder ayad, siti norul huda sheikh abdullah, and azizi abdullah.  (2012).  visual object categorization based on orientation descriptor.  - sixth asia international conference on mathematical modelling and computer simulation, kuala lumpur dan bali.  . 

joko siswantoro, anton satria prabuwono, azizi abdullah.  (2012).  kerangka kerja penentuan volume telur menggunakan computer vision dan aturan simpson.  - prosiding seminar nasional teknologi informasi dan multimedia (snastia 2012), universiti surabaya, indonesia.  . 

zuraini othman, azizi abdullah, anton satria prabuwono.  (2012).  a statistical approach of multiple resolution levels for canny edge detection.  - the 2nd national doctoral seminar on artificial intelligence technology 2012.  . 

fauziah kasmin, azizi abdullah, anton satria prabuwono.  (2012).  the effect of normalization techniques towards otsu method in linear and nonlinear histograms.  - the 2nd national doctoral seminar on artificial intelligence technology 2012.  . 

s. nashat, a. abdullah, s. aramvith, m.z. abdullah.  (2011).  support vector machine approach to real-time inspection of biscuits on moving conveyor belt.  - computers and electronics in agriculture.  75(1):147-158. 

mohd sanusi azmi, khairuddin omar, mohammad faidzul nasrudin, azah kamilah muda and azizi abdullah.  (2011).  arabic calligraphy classification using triangle model for digital jawi paleography analysis.  - 2011 11th international conference on hybrid intelligent systems, his 2011;malacca.  . 

s. nashat, a. abdullah, m.z. abdullah.  (2011).  a stationary wavelet edge detection algorithm for noisy images.  - the 4th regional conference on information and communication technology.  . 

khairuddin omar, siti norul huda sheikh abdullah, anton satria prabuwono, shahnorbanun sahran, mohammad faidzul nasrudin, azizi abdullah.  (2011).  international conference on pattern analysis and intelligent robotics.  - 2011 international conference on pattern analysis and intelligent robotics (icpair).  . 

doli anggia harahap, anton satria prabuwono, azizi abdullah.  (2011).  illumination normalization methods for object recognition in robot soccer vision.  - 2011 international conference on pattern analysis and intelligent robotics (icpair).  . 

doli anggia harahap, anton satria prabuwono, and azizi abdullah.  (2011).  codebook model for real time robot soccer recognition: a comparative study.  - 14th fira roboworld congress on next wave in robotics, fira 2011; kaohsiung (communications in computer and information science).  . 

mohd sanusi azmi, khairuddin omar, mohammad faidzul nasrudin, khadijah wan mohd ghazali, azizi abdullah.  (2011).  arabic calligraphy identification for digital jawi paleography using triangle blocks.  - 2011 international conference on electrical engineering and informatics, iceei 2011; bandung.  . 

mohd sanusi azmi, khairuddin omar, mohammad faidzul nasrudin,azah kamilah muda, azizi abdullah.  (2011).  digital paleography: using the digital representation of jawi manuscripts to support paleographic analysis.  - 2011 international conference on pattern analysis and intelligent robotics (icpair).  . 

s.nashat, a.abdullah and m.z.abdullah.  (2011).  a robust crack detection method for non-uniform distributions of coloured and textured image.  - 2011 ieee international conference on imaging systems and techniques, ist 2011; batu ferringhi, penang;.  . 

hairizan bin adam, mohd fauzi bin hassan, muhamad jais bin gimin, azizi bin abdullah.  (2011).  material surface analysis for robot labeling.  - 2011 international conference on pattern analysis and intelligent robotics (icpair).  . 

mohd sanusi azmi, mohammad faidzul nasrudin, khairuddin omar, azah kamilah muda, azizi abdullah.  (2011).  arabic calligraphy classification using triangle model for digital jawi paleography analysis.  - 2011 11th international conference on hybrid intelligent systems (his) melaka malaysia.  . 

khairuddin omar, mohd sanusi azmi, abdul razak bin salleh, azizi abdullah, & mohammad faidzul nasrudin.  (2011).  batu bersurat terenggany perspektif geometri segitiga.  - seminar batu bersurat piagam trengganu, kuala trengganu.  . 

azizi bin abdullah.  (2010).  supervised learning algorithms for visual object categorization.  - .  131. 

azizi abdullah, remco c. veltkamp, marco a. wiering.  (2010).  ensembles of novel visual keywords descriptors for image categorization..  - proceedings of the 11th international conference on control, automation, robotics and vision (icarcv 2010).  . 

khairuddin omar, mohd sanusi azmi, siti norul huda sheikh abdullah, azizi abdullah, & mohammad faidzul nasrudin.  (2010).  kerangka paleografi jawi digital: satu cadangan awal.  - seminar teknologi maklumat 2010, inovasi pengurusan teknologi maklumat: paradigma & aplikasi, melaka, 28 oktober 2010.  . 

khairuddin omar, mohd sanusi azmi, siti norul huda sheikh abdullah, azizi abdullah, & mohammad faidzul nasrudin..  (2010).  framework of jawi digital paleography: a preliminary work. book of abstracts. 2nd international conference on mathematical sciences (icms2), 30 nov. - 3 dis 2010. pwtc, kuala lumpur, pp. 5..  - 2nd international conference on mathematical sciences (icms2),.  . 

azizi abdullah, remco c.veltkamp, marco a.wiering.  (2009).  fixed partitioning and salient points with mpeg-7 cluster correlograms for image categorization.  - koleksi laporan penyelidikan ukm.  . 

azizi abdullah, remco c.veltkamp, marco a.wiering.  (2009).  spatial pyramids and two-layer stacking svm classifiers for image categorization: a comparative study.  - ijcnn`09 proceedings of the 2009 international joint conference on neural networks.  .