Human Facial Expression Recognition Using Stepwise Linear Discriminant Analysis and Hidden Conditional Random Fields

Muhammad Hameed Siddiqi, Rahman Ali, Adil Khan, +2

IEEE Transactions on Image Processing

EngineeringMachine LearningBiometricsFeature ExtractionFace Detection +16

Accurate multi-criteria decision making methodology for recommending machine learning algorithm

Rahman Ali, Sungyoung Lee, Tae Choong Chung

Expert Systems with Applications

Fuzzy Multi-criteria Decision-makingGroup RecommendersEngineeringMachine LearningData Science +10

Model-based adaptive user interface based on context and user experience evaluation

Jamil Hussain, Anees Ul Hassan, Hafiz Syed Muhammad Bilal, +6

Journal on Multimodal User Interfaces

EngineeringAssistive TechnologyDesignUser ExperienceUser Evaluation +7

A Literature Survey and Empirical Study of Meta-Learning for Classifier Selection

Irfan Ali Khan, Xianchao Zhang, Mobashar Rehman, +1

IEEE Access

Artificial IntelligenceClassifier SelectionEngineeringMachine LearningMeta-learning +20

Facial expression recognition using active contour-based face detection, facial movement-based feature extraction, and non-linear feature selection

Muhammad Hameed Siddiqi, Rahman Ali, Adil Khan, +3

Multimedia Systems

Face DetectionFacial Recognition SystemImage AnalysisEngineeringFacial Expression Recognition +7

Semi-supervised learning using frequent itemset and ensemble learning for SMS classification

Ishtiaq Ahmed, Rahman Ali, Donghai Guan, +3

Expert Systems with Applications

EngineeringMachine LearningText MiningNatural Language ProcessingClassification Method +14

Multimodal hybrid reasoning methodology for personalized wellbeing services

Rahman Ali, Muhammad Afzal, Maqbool Hussain, +4

Computers in Biology and Medicine

Artificial IntelligenceEngineeringAssistive TechnologyData ScienceSituational Reasoning +10

Video-Based Human Activity Recognition Using Multilevel Wavelet Decomposition and Stepwise Linear Discriminant Analysis

Muhammad Siddiqi, Rahman Ali, Md. Sohel Rana, +3

Sensors

EngineeringMachine LearningBiometricsWearable TechnologyHuman Monitoring +17

H2RM: A Hybrid Rough Set Reasoning Model for Prediction and Management of Diabetes Mellitus

Rahman Ali, Jamil Hussain, Muhammad Siddiqi, +2

Sensors

A Predictive Model for Predicting Students Academic Performance

Fazal Aman, Azhar Rauf, Rahman Ali, +2

EngineeringEducationStudent OutcomeProgram EvaluationData Science +17