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

A New Framework in Solving Tailing and Necking Problems of Thinned Binary Image. - Sabarina Abu Bakar; Siti Sophiayati Yuhaniz; HairudinAbd Majid; Habibollah Haron (SPIT/IPC, 2011)

Binary Accelerated Particle Swarm Algorithm (BAPSA) for discrete optimization problems. - Zahra Beheshti; Siti Mariyam Shamsuddin; Siti Sophiayati Yuhaniz (J. Glob. Optim., 2013)

Enhancement of artificial neural network learning using centripetal accelerated particle swarm optimization for medical diseases diagnosis. - Zahra Beheshti; Siti Mariyam Hj. Shamsuddin; Ebrahim Beheshti; Siti Sophiayati Yuhaniz (Soft Comput., 2014)

Energy harvesting in wireless sensor networks: A survey. - Kamarul Zaman Panatik; Kamilia Kamardin; Sya Azmeela Shariff; Siti Sophiayati Yuhaniz; Noor Azurati Ahmad; Othman Mohd Yusop; Saiful Adli Ismail (ISTT, 2016)

Particle swarm optimization for ANFIS interpretability and accuracy. - Dian Palupi Rini; Siti Mariyam Shamsuddin; Siti Sophiayati Yuhaniz (Soft Comput., 2016)

Enhancing Simplified General Perturbations-4 Model for Orbit Propagation Using Deep Learning: A Review. - Nor'asnilawati Salleh; Siti Sophiayati Yuhaniz; Nurulhuda Firdaus Mohd Azmi; Sharizal Fadlie Sabri (ICSCA, 2019)

Big Data Deep Learning Tools. - Nur Farhana Hordri; Siti Sophiayati Yuhaniz; Siti Mariyam Shamsuddin; Nurulhuda Firdaus Mohd Azmi (Encyclopedia of Big Data Technologies, 2019)

A review of market basket analysis on business intelligence and data mining. - Nilam Nur Amir Sjarif; Nurulhuda Firdaus Mohd Azmi; Siti Sophiayati Yuhaniz; Doris Hooi-Ten Wong (Int. J. Bus. Intell. Data Min., 2021)

Genome assembly composition of the String "ACGT" array: a review of data structure accuracy and performance challenges. - Sherif Magdy Mohamed Abdelaziz Barakat; Roselina Sallehuddin; Siti Sophiayati Yuhaniz; Raja Farhana Khairuddin; Yasir Mahmood 003 (PeerJ Comput. Sci., 2023)

Fine-Grained Multilingual Hate Speech Detection Using Explainable AI and Transformers. - Jawaid Ahmed Siddiqui; Siti Sophiayati Yuhaniz; Ghulam Mujtaba Shaikh; Safdar Ali Soomro; Zafar Ali Mahar (IEEE Access, 2024)

Category-Based Sentiment Analysis of Sindhi News Headlines Using Machine Learning, Deep Learning, and Transformer Models. - Safdar Ali Soomro; Siti Sophiayati Yuhaniz; Mazhar Ali Dootio; Ghulam Mujtaba 001; Jawaid Ahmed Siddiqui (IEEE Access, 2025)