SPAtH: An Adaptive Web-based Learning System. - Norazah Yusof; A. Hj. Salim; Paridah Samsuri; Siti Zaiton Mohd Hashim; N. B. Hj. Ahmad (Artificial Intelligence and Soft Computing, 2000)

A model for gene selection and classification of gene expression data. - Mohd Saberi Mohamad; Sigeru Omatu 001; Safaai Deris; Siti Zaiton Mohd Hashim (Artif. Life Robotics, 2007)

Hybridization Model of Linear and Nonlinear Time Series Data for Forecasting. - Roselina Sallehuddin; Siti Mariyam Hj. Shamsuddin; Siti Zaiton Mohd Hashim (Asia International Conference on Modelling and Simulation, 2008)

An Embedded Fuzzy Type-2 Controller Based Sensor Behavior for Mobile Robot. - Siti Nurmaini; Siti Zaiton Mohd Hashim (ISDA (2), 2008)

Application of Grey Relational Analysis for Multivariate Time Series. - Roselina Sallehuddin; Siti Mariyam Hj. Shamsuddin; Siti Zaiton Mohd Hashim (ISDA (2), 2008)

Multi Readers Detection in Adaptive RFID Middleware. - Siti Zaiton Mohd Hashim; Mardiyono; Wan M. N. Wan-Kadir; Nurulhaini Anuar (SNPD, 2008)

Intelligent Clustering with PCA and Unsupervised Learning Algorithm in Intrusion Alert Correlation. - Maheyzah Md Siraj; Mohd Aizaini Maarof; Siti Zaiton Mohd Hashim (IAS, 2009)

Fitting Membership Function with PSO Inertia Weight for Truck Backer-Upper Problem. - Siti Zaiton Mohd Hashim; Kurniawan Eka Permana (Asia International Conference on Modelling and Simulation, 2009)

University course timetable planning using hybrid particle swarm optimization. - Ho Sheau Fen Irene; Safaai Deris; Siti Zaiton Mohd Hashim (GEC Summit, 2009)

A Comparative Study on Automated Software Test Oracle Methods. - Seyed Reza Shahamiri; Wan Mohd Nasir Wan-Kadir; Siti Zaiton Mohd Hashim (ICSEA, 2009)

A Metrics Suite for Measuring Reusability of Learning Objects. - Siti Fadzilah Mat Noor; Norazah Yusof; Siti Zaiton Mohd Hashim (ISDA, 2009)

Logical Heuristic Algorithm in Extracting 2D Structure Thinned Binary Image into Freeman Chain Code (FCC). - Haswadi Hasan; Habibollah Haron; Siti Zaiton Mohd Hashim; Fakhrul Syakirin Omar (IVIC, 2009)

An Embedded Interval Type-2 Neuro-Fuzzy Controller for Intelligent Navigation of Mobile Robot. - Siti Nurmaini; Siti Zaiton Mohd Hashim; Dayang Norhayati Abang Jawawi (SMC, 2009)

Freeman Chain Code Extraction Using Differential Evolution (DE) and Particle Swarm Optimization (PSO). - Haswadi Hasan; Habibollah Haron; Siti Zaiton Mohd Hashim (SoCPaR, 2009)

Fuzzy logic-based for predicting roughness performance of TiAlN coating. - Abdul Syukor Mohamad Jaya; Siti Zaiton Mohd Hashim; Md. Nizam Abd Rahman (ISDA, 2010)

Triangular kernel nearest neighbor based clustering for pattern extraction in spatio-temporal database. - Aina Musdholifah; Siti Zaiton Mohd Hashim (ISDA, 2010)

Kernel Dimensionality Reduction evaluation on various dimensions of effective subspaces for cancer patient survival analysis. - Yoon Soon Chin; Ito Wasito; Siti Zaiton Mohd Hashim (ISSPA, 2010)

Forecasting Small Data Set Using Hybrid Cooperative Feature Selection. - Roselina Sallehuddin; Siti Mariyam Hj. Shamsuddin; Siti Zaiton Mohd Hashim (UKSim, 2010)

Bacterial Foraging Optimization Algorithm for neural network learning enhancement. - Ismail Ahmed A. Al-Hadi; Siti Zaiton Mohd Hashim; Siti Mariyam Hj. Shamsuddin (HIS, 2011)

An improved local best searching in Particle Swarm Optimization using Differential Evolution. - Afnizanfaizal Abdullah; Safaai Deris; Siti Zaiton Mohd Hashim; Mohd Saberi Mohamad; Satya Nanda Vel Arjunan (HIS, 2011)

Route Guidance System Based on Self Adaptive Multiagent Algorithm. - Mortaza Zolfpour Arokhlo; Ali Selamat; Siti Zaiton Mohd Hashim; Md. Hafiz Selamat (ICCCI (2), 2011)

Creating granular learning object towards reusability of Learning Object in e-learning context. - Siti Fadzilah Mat Noor; Norazah Yusof; Siti Zaiton Mohd Hashim (ICEEI, 2011)

Crowd Analysis and Its Applications. - Nilam Nur Amir Sjarif; Siti Mariyam Hj. Shamsuddin; Siti Zaiton Mohd Hashim; Siti Sophiayati Yuhaniz (ICSECS (1), 2011)

Hybrid RSM-fuzzy modeling for hardness prediction of TiAlN coatings. - Abdul Syukor Mohamad Jaya; M. R. Muhamad; Md. Nizam Abd Rahman; Zul Atfyi Fauzan Mohammed Napiah; Siti Zaiton Mohd Hashim; Habibollah Haron (ISDA, 2011)

Route Guidance System Based on Self-Adaptive Algorithm. - Mortaza Zolfpour Arokhlo; Ali Selamat; Siti Zaiton Mohd Hashim; Md. Hafiz Selamat (KTW, 2011)

A fast path planning algorithm for route guidance system. - Ali Selamat; Mortaza Zolfpour Arokhlo; Siti Zaiton Mohd Hashim; Md. Hafiz Selamat (SMC, 2011)

An automated framework for software test oracle. - Seyed Reza Shahamiri; Wan Mohd Nasir Wan-Kadir; Suhaimi Ibrahim; Siti Zaiton Mohd Hashim (Inf. Softw. Technol., 2011)

A New Hybrid Firefly Algorithm for Complex and Nonlinear Problem. - Afnizanfaizal Abdullah; Safaai Deris; Mohd Saberi Mohamad; Siti Zaiton Mohd Hashim (DCAI, 2012)

A Hybrid of SVM and SCAD with Group-Specific Tuning Parameter for Pathway-Based Microarray Analysis. - Muhammad Faiz Misman; Mohd Saberi Mohamad; Safaai Deris; Raja Nurul Mardhiah Raja Mohamad; Siti Zaiton Mohd Hashim; Sigeru Omatu 001 (DCAI, 2012)

A framework of multi-objective particle swarm optimization in motion segmentation problem. - Nilam Nur Amir Sjarif; Siti Mariyam Shamsuddin; Siti Zaiton Mohd Hashim (DICTAP, 2012)

Triangular Kernel Nearest-Neighbor-Based Clustering Algorithm for Discovering True Clusters. - Aina Musdholifah; Siti Zaiton Mohd Hashim (PAKDD Workshops, 2012)

Hybrid PSO-black stork foraging for functional neural fuzzy network learning enhancement. - Zakaria A. Hamed; Siti Zaiton Mohd Hashim (SMC, 2012)

Fuzzy rule-based model to estimate surface roughness and wear in hard coatings. - Abdul Syukor Mohamad Jaya; Siti Zaiton Mohd Hashim; Habibollah Haron; M. R. Muhamad; Md. Nizam Abd Rahman (SMC, 2012)

Hybrid PCA-ILGC clustering approach for high dimensional data. - Aina Musdholifah; Siti Zaiton Mohd Hashim; Razali Ngah (SMC, 2012)

Training feedforward neural networks using hybrid particle swarm optimization and gravitational search algorithm. - Seyedali Mirjalili; Siti Zaiton Mohd Hashim; Hossein Moradian Sardroudi (Appl. Math. Comput., 2012)

Artificial neural networks as multi-networks automated test oracle. - Seyed Reza Shahamiri; Wan M. N. Wan-Kadir; Suhaimi Ibrahim; Siti Zaiton Mohd Hashim (Autom. Softw. Eng., 2012)

Evolutionary techniques in optimizing machining parameters: Review and recent applications (2007-2011). - Norfadzlan Yusup; Azlan Mohd Zain; Siti Zaiton Mohd Hashim (Expert Syst. Appl., 2012)

Increasing the accuracy of software development effort estimation using projects clustering. - Vahid Khatibi Bardsiri; Dayang Norhayati Abang Jawawi; Siti Zaiton Mohd Hashim; Elham Khatibi (IET Softw., 2012)

Illumination normalization for edge-based face recognition using the fusion of RGB normalization and gamma correction. - Chollette C. Chude-Olisah; Ghazali Sulong; Uche A. K. Chude-Okonkwo; Siti Zaiton Mohd Hashim (ICSIPA, 2013)

Edge-based representation and recognition for surgically altered face images. - Chollette C. Chude-Olisah; Ghazali Bin Sulong; Uche A. K. Chude-Okonkwo; Siti Zaiton Mohd Hashim (ICSPCS, 2013)

Rotation invariant texture feature based on spatial dependence matrix for timber defect detection. - Ummi Raba'ah Hashim; Azah Kamilah Muda; Siti Zaiton Mohd Hashim; Mohammad Babrdel Bonab (ISDA, 2013)

Higher order geometrical image features representation for action recognition. - Nilam Nur Amir Sjarif; Siti Zaiton Mohd Hashim; Siti Mariyam Shamsuddin; Anca L. Ralescu (SoCPaR, 2013)

Route planning model of multi-agent system for a supply chain management. - Mortaza Zolfpour Arokhlo; Ali Selamat; Siti Zaiton Mohd Hashim (Expert Syst. Appl., 2013)

Memetic multiobjective particle swarm optimization-based radial basis function network for classification problems. - Sultan Noman Qasem; Siti Mariyam Shamsuddin; Siti Zaiton Mohd Hashim; Maslina Darus; Eiman Tamah Al-Shammari (Inf. Sci., 2013)

A PSO-based model to increase the accuracy of software development effort estimation. - Vahid Khatibi Bardsiri; Dayang Norhayati Abang Jawawi; Siti Zaiton Mohd Hashim; Elham Khatibi (Softw. Qual. J., 2013)

Modified K-means Combined with Artificial Bee Colony Algorithm and Differential Evolution for Color Image Segmentation. - Mohammad Babrdel Bonab; Siti Zaiton Mohd Hashim; Ahmed Khalaf Zager Alsaedi; Ummi Raba'ah Hashim (INNS-CIIS, 2014)

A review of machine learning methods to predict the solubility of overexpressed recombinant proteins in Escherichia coli. - Narjeskhatoon Habibi; Siti Zaiton Mohd Hashim; Alireza Norouzi; Mohammed Samian (BMC Bioinform., 2014)

Modeling of route planning system based on Q value-based dynamic programming with multi-agent reinforcement learning algorithms. - Mortaza Zolfpour Arokhlo; Ali Selamat; Siti Zaiton Mohd Hashim; Hossein Afkhami (Eng. Appl. Artif. Intell., 2014)

Face recognition via edge-based Gabor feature representation for plastic surgery-altered images. - Chollette C. Chude-Olisah; Ghazali Sulong; Uche A. K. Chude-Okonkwo; Siti Zaiton Mohd Hashim (EURASIP J. Adv. Signal Process., 2014)

A flexible method to estimate the software development effort based on the classification of projects and localization of comparisons. - Vahid Khatibi Bardsiri; Dayang Norhayati Abang Jawawi; Siti Zaiton Mohd Hashim; Elham Khatibi (Empir. Softw. Eng., 2014)

A group-specific tuning parameter for hybrid of SVM and SCAD in identification of informative genes and pathways. - Muhammad Faiz Misman; Mohd Saberi Mohamad; Safaai Deris; Siti Zaiton Mohd Hashim (Int. J. Data Min. Bioinform., 2014)

Corrigendum to "Memetic multiobjective particle swarm optimization-based radial basis function network for classification problems" [Inform. Sci. 239(2013) 165-190]. - Sultan Noman Qasem; Siti Mariyam Shamsuddin; Siti Zaiton Mohd Hashim; Maslina Darus; Eiman Tamah Al-Shammari (Inf. Sci., 2014)

Estimation of optimal machining control parameters using artificial bee colony. - Norfadzlan Yusup; Arezoo Sarkheyli; Azlan Mohd Zain; Siti Zaiton Mohd Hashim; Norafida Ithnin (J. Intell. Manuf., 2014)

Prediction of recombinant protein overexpression in Escherichia coli using a machine learning based model (RPOLP). - Narjeskhatoon Habibi; Alireza Norouzi; Siti Zaiton Mohd Hashim; Mohd Shahir Shamsir; Razip Samian (Comput. Biol. Medicine, 2015)

Implementation of Switched Beam Smart Antenna Using Artificial Neural Network. - Stella Ifeoma Orakwue; Razali Ngah; Tharek Abdul Rahman; Siti Zaiton Mohd Hashim; Hamza M. R. Al-Khafaji (Wirel. Pers. Commun., 2015)

Enhanced structural perceptual feature extraction model for Arabic literal amount recognition. - Qais Al-Nuzaili; Siti Zaiton Mohd Hashim; Faisal Saeed; Mohammed Sayim Khalil; Dzulkifli Bin Mohamad (Int. J. Intell. Syst. Technol. Appl., 2016)

A robust video watermarking technique for the tamper detection of surveillance systems. - Farnaz Arab; Shahidan M. Abdullah; Siti Zaiton Mohd Hashim; Azizah Abdul Manaf; Mazdak Zamani (Multim. Tools Appl., 2016)

An improved hybrid of particle swarm optimization and the gravitational search algorithm to produce a kinetic parameter estimation of aspartate biochemical pathways. - Ahmad Muhaimin Ismail; Mohd Saberi Mohamad; Hairudin Abdul Majid; Khairul Hamimah Abas; Safaai Deris; Nazar Zaki; Siti Zaiton Mohd Hashim; Zuwairie Ibrahim; Muhammad Akmal bin Remli (Biosyst., 2017)

Pixel distribution-based features for offline Arabic handwritten word recognition. - Qais Al-Nuzaili; Siti Zaiton Mohd Hashim; Faisal Saeed; Mohammed Sayim Khalil; Dzulkifli Bin Mohamad (Int. J. Comput. Vis. Robotics, 2017)

Oxygenation absorption and light scattering driven facial animation of natural virtual human. - Mohammed Hazim Alkawaz; Ahmad Hoirul Basori; Siti Zaiton Mohd Hashim (Multim. Tools Appl., 2017)

Automated kinship verification and identification through human facial images: a survey. - Mohammed Almuashi; Siti Zaiton Mohd Hashim; Dzulkifli Bin Mohamad; Mohammed Hazim Alkawaz; Aida Ali (Multim. Tools Appl., 2017)

An Energy-Efficient Mobile Sink-Based Unequal Clustering Mechanism for WSNs. - Niayesh Gharaei; Kamalrulnizam Abu Bakar; Siti Zaiton Mohd Hashim; Ali Hosseingholi Pourasl; Mohammad Siraj; Tasneem Darwish (Sensors, 2017)

ORB-PC feature-based image registration. - Mohammad Awwad Alnagdawi; Siti Zaiton Mohd Hashim (ICSIPA, 2019)

Cycle Generative Adversarial Network for Unpaired Sketch-to-Character Translation. - Leena Alsaati; Siti Zaiton Mohd Hashim (IRICT, 2019)

A Robust Hybrid Model Based on Kalman-SVM for Bus Arrival Time Prediction. - Abdirahman Osman Hashi; Siti Zaiton Mohd Hashim; Toni Anwar; Abdullahi Ahmed (IRICT, 2019)

Energy-Efficient Mobile-Sink Sojourn Location Optimization Scheme for Consumer Home Networks. - Niayesh Gharaei; Sharaf Jameel Malebary; Kamalrulnizam Abu Bakar; Siti Zaiton Mohd Hashim; Suhail Ashfaq Butt; Gul Sahar (IEEE Access, 2019)

Device Discovery in D2D Communication: A Survey. - Omar Hayat; Razali Ngah; Siti Zaiton Mohd Hashim; Muhammad Hashim Dahri; Reza Firsandaya Malik; Yusnita Rahayu (IEEE Access, 2019)

Inter- and intra-cluster movement of mobile sink algorithms for cluster-based networks to enhance the network lifetime. - Niayesh Gharaei; Kamalrulnizam Abu Bakar; Siti Zaiton Mohd Hashim; Ali Hosseingholi Pourasl (Ad Hoc Networks, 2019)

Utilizing hybrid functional fuzzy wavelet neural networks with a teaching learning-based optimization algorithm for medical disease diagnosis. - Jamal Salahaldeen Majeed Alneamy; Zakaria A. Hameed Alnaish; Siti Zaiton Mohd Hashim; Rahma Abdulwahid Hameed Alnaish (Comput. Biol. Medicine, 2019)

Reduction in ping-pong effect in heterogeneous networks using fuzzy logic. - Bushra Naeem; Razali Ngah; Siti Zaiton Mohd Hashim (Soft Comput., 2019)

A Fusion Schema of Hand-Crafted Feature and Feature Learning for Kinship Verification. - Mohammed Ali Almuashi; Siti Zaiton Mohd Hashim; Nooraini Yusoff; Khairul Nizar Syazwan (IRICT, 2020)

A Real Time Flood Detection System Based on Machine Learning Algorithms. - Abdirahman Osman Hashi; Abdullahi Ahmed Abdirahman; Mohamed Abdirahman Elmi; Siti Zaiton Mohd Hashim (IRICT, 2020)

An Enhanced Evolutionary Algorithm for Detecting Complexes in Protein Interaction Networks with Heuristic Biological Operator. - Dhuha Abdulhadi Abduljabbar; Siti Zaiton Mohd Hashim; Roselina Sallehuddin (SCDM, 2020)

A Survey on Security and Privacy Challenges in Device Discovery for Next-Generation Systems. - Omar Hayat; Razali Ngah; Zeeshan Kaleem; Siti Zaiton Mohd Hashim; Joel J. P. C. Rodrigues (IEEE Access, 2020)

An improved multi-objective evolutionary algorithm for detecting communities in complex networks with graphlet measure. - Dhuha Abdulhadi Abduljabbar; Siti Zaiton Mohd Hashim; Roselina Sallehuddin (Comput. Networks, 2020)

Nature-inspired optimization algorithms for community detection in complex networks: a review and future trends. - Dhuha Abdulhadi Abduljabbar; Siti Zaiton Mohd Hashim; Roselina Sallehuddin (Telecommun. Syst., 2020)

Full Duplex DD for In-Band D2D Communication. - Omar Hayat; Razali Ngah; Siti Zaiton Mohd Hashim (Wirel. Pers. Commun., 2020)

Signaling Overhead Reduction Techniques in Device-to-Device Communications: Paradigm for 5G and Beyond. - Omar Hayat; Zeeshan Kaleem; Muhammad Zafarullah; Razali Ngah; Siti Zaiton Mohd Hashim (IEEE Access, 2021)

Multi-user Shared Access (MUSA) procedure for device discovery in D2D communication. - Omar Hayat; Razali Ngah; Siti Zaiton Mohd Hashim (Telecommun. Syst., 2021)

Feature Extraction of White Blood Cells Using CMYK-Moment Localization and Deep Learning in Acute Myeloid Leukemia Blood Smear Microscopic Images. - Tusneem Ahmed M. Elhassan; Mohd Shafry Mohd Rahim; Tan Tian Swee; Siti Zaiton Mohd Hashim; Mahmoud Aljurf (IEEE Access, 2022)

Siamese convolutional neural network and fusion of the best overlapping blocks for kinship verification. - Mohammed Almuashi; Siti Zaiton Mohd Hashim; Nooraini Yusoff; Khairul Nizar Syazwan; Fahad Ghabban (Multim. Tools Appl., 2022)

A Systematic Review of Hand Gesture Recognition: An Update From 2018 to 2024. - Abdirahman Osman Hashi; Siti Zaiton Mohd Hashim; Azurah Bte Asamah (IEEE Access, 2024)

Deep Learning and Edge Computing in Agriculture: A Comprehensive Review of Recent Trends and Innovations. - Apri Junaidi; Siti Zaiton Mohd Hashim; Mohd Shahizan Bin Othman; Mohd Murtadha Bin Mohamad; Hitham Alhussian 001; Said Jadid Abdulkadir; Maged Nasser; Yunusa Adamu Bena (IEEE Access, 2025)

Machine Translation Performance for Low-Resource Languages: A Systematic Literature Review. - Taofik O. Tafa; Siti Zaiton Mohd Hashim; Mohd Shahizan Othman; Hitham Alhussian 001; Maged Nasser; Said Jadid Abdulkadir; Sharin Hazlin Huspi; Sarafa O. Adeyemo; Yunusa Adamu Bena (IEEE Access, 2025)

A systematic literature review: exploring the challenges of ensemble model for medical imaging. - Muhamad Rodhi Supriyadi; Azurah Bte A Samah; Jemie Muliadi; Raja Azman Raja Awang; Noor Huda Ismail; Hairudin Abdul Majid; Mohd Shahizan Bin Othman; Siti Zaiton Mohd Hashim (BMC Medical Imaging, 2025)