Aziz Guergachi

45 papers B 5C 2Misc 1Journal 16Unranked 21

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Estimation and Conformity Evaluation of Multi-Class Counterfactual Explanations for Chronic Disease Prevention. IEEE J. Biomed. Health Informatics Marta Lenatti, Alberto Carlevaro, Aziz Guergachi, Karim Keshavjee, Maurizio Mongelli, Alessia Paglialonga
2024	—	`conf`	Exploring Prediabetes Pathways Using Explainable AI on Data from Electronic Medical Records. MIE Davide Console, Marta Lenatti, Karim Keshavjee, Aziz Guergachi, Maurizio Mongelli, Alessia Paglialonga
2024	—	`conf`	Identifying Prediabetes in Canadian Populations Using Machine Learning. EMBC Katherine Lu, Paijani Sheth, Zhi Lin Zhou, Kamyar Kazari, Aziz Guergachi, Karim Keshavjee, Mohammad Noaeen, Zahra Shakeri
2024	—	`conf`	Predicting Diabetes in Canadian Adults Using Machine Learning. EMBC Kayla Esser, Monica Duong, Khalil Kain, Son Tran, Aryan Sadeghi, Aziz Guergachi, Karim Keshavjee, Mohammad Noaeen, Zahra Shakeri
2024	—	`conf`	Predicting Time to Diabetes Diagnosis Using Random Survival Forests. EMBC Priyonto Saha, Yacine Marouf, Hunter Pozzebon, Aziz Guergachi, Karim Keshavjee, Mohammad Noaeen, Zahra Shakeri
2023	J	`jnl`	Applying Patient Segmentation Using Primary Care Electronic Medical Records to Develop a Virtual Peer-to-Peer Intervention for Patients with Type 2 Diabetes. Future Internet Alessia Paglialonga, Rebecca Theal, Bruce Knox, Robert Kyba, David Barber, Aziz Guergachi, Karim Keshavjee
2023	J	`jnl`	Characterization of Inclination Analysis for Predicting Onset of Heart Failure from Primary Care Electronic Medical Records. Sensors Federica Guida, Marta Lenatti, Karim Keshavjee, Alireza Khatami, Aziz Guergachi, Alessia Paglialonga
2023	—	`conf`	Multi-Input Multi-Output Dynamic Modelling of Type 2 Diabetes Progression. EFMI-STC Davide Simeone, Marta Lenatti, Constantino Lagoa, Karim Keshavjee, Aziz Guergachi, Fabrizio Dabbene, Alessia Paglialonga
2022	—	`conf`	Behavioral Segmentation for Enhanced Peer-to-Peer Patient Education. MIE Alessia Paglialonga, Rebecca Theal, David Barber, Robert Kyba, Aziz Guergachi, Karim Keshavjee
2022	—	`conf`	Characterization of Type 2 Diabetes Using Counterfactuals and Explainable AI. MIE Marta Lenatti, Alberto Carlevaro, Karim Keshavjee, Aziz Guergachi, Alessia Paglialonga, Maurizio Mongelli
2022	—	`conf`	Design for a Virtual Peer-to-Peer Knowledge to Action Platform for Type 2 Diabetes. MIE Elham Golkhandan, Alessia Paglialonga, Aziz Guergachi, Marie-Thérèse Lussier, Claude Richard, Laurette Dubé, Ian Zenlea, Robert Kyba, Manmohan Mittal, Warren "Smokey" Thomas, Karim Keshavjee
2022	—	`conf`	Improving Shared Decision-Making Using Cognitive Effort-Optimization. MIE Armin Darvishzadeh Sayadi, Karim Keshavjee, Helen Monkman, Aziz Guergachi, Alessia Paglialonga
2021	J	`jnl`	Comparison of Empirical Mode Decomposition, Wavelets, and Different Machine Learning Approaches for Patient-Specific Seizure Detection Using Signal-Derived Empirical Dictionary Approach. Frontiers Digit. Health Muhammad Kaleem, Aziz Guergachi, Sridhar Krishnan
2020	J	`jnl`	Handling Irregularly Sampled Longitudinal Data and Prognostic Modeling of Diabetes Using Machine Learning Technique. IEEE Access Sajida Perveen, Muhammad Shahbaz, Tanzila Saba, Karim Keshavjee, Amjad Rehman, Aziz Guergachi
2019	C	`conf`	Classification of Alzheimer's Disease using Machine Learning Techniques. DATA Muhammad Shahbaz, Shahzad Ali, Aziz Guergachi, Aneeta Niazi, Amina Umer
2019	—	`conf`	Design for a Canadian Digital Health Policy & Practices Observatory. ITCH Fahreen Walimohamed, Monica Aggarwal, Linying Dong, Rory Lattimer, Zaki Hakim, David Goranson, Kiran Ubhi, Minhas Ali, Aviv Shachak, Aziz Guergachi, Karim Keshavjee
2019	J	`jnl`	Metabolic Syndrome and Development of Diabetes Mellitus: Predictive Modeling Based on Machine Learning Techniques. IEEE Access Sajida Perveen, Muhammad Shahbaz, Karim Keshavjee, Aziz Guergachi
2019	—	`conf`	Patient Empowerment: The Role of Technology. ITCH Zoish Daruwalla, Vidhi Thakkar, Monica Aggarwal, Anahita Kiasatdolatabadi, Aziz Guergachi, Karim Keshavjee
2018	J	`jnl`	Patient-specific seizure detection in long-term EEG using wavelet decomposition. Biomed. Signal Process. Control. Muhammad Kaleem, Aziz Guergachi, Sridhar Krishnan
2018	J	`jnl`	Text Categorization Approach for Secure Design Pattern Selection Using Software Requirement Specification. IEEE Access Ishfaq Ali, Muhammad Asif, Muhammad Shahbaz, Adnan Khalid, Mariam Rehman, Aziz Guergachi
2017	J	`jnl`	Applications of association rule mining in health informatics: a survey. Artif. Intell. Rev. Wasif Altaf, Muhammad Shahbaz, Aziz Guergachi
2017	J	`jnl`	Hierarchical decomposition based on a variation of empirical mode decomposition. Signal Image Video Process. Muhammad Kaleem, Aziz Guergachi, Sridhar Krishnan
2017	—	`conf`	IT for Bending the Healthcare Cost Curve: The High Needs, High Cost Approach. ITCH Karim Keshavjee, Douglas Morrison, Shams Mohammed, Aziz Guergachi
2017	—	`conf`	What We Can Learn from Amazon for Clinical Decision Support Systems. ITCH Sidra Abid, Karim Keshavjee, Arsalan Karim, Aziz Guergachi
2014	—	`conf`	Sentiment miner: A prototype for sentiment analysis of unstructured data and text. CCECE Muhammad Shahbaz, Aziz Guergachi, Rana Tanzeel ur Rehman
2013	Misc	`conf`	A variation of empirical mode decomposition with intelligent peak selection in short time windows. ICASSP Muhammad Kaleem, Aziz Guergachi, Sridhar Krishnan
2013	—	`conf`	Application of a variation of empirical mode decomposition and teager energy operator to EEG signals for mental task classification. EMBC Muhammad Kaleem, Aziz Guergachi, Sridhar Krishnan
2013	J	`jnl`	Context Based Positive and Negative Spatio-Temporal Association Rule Mining. Knowl. Based Syst. Muhammad Shaheen, Muhammad Shahbaz, Aziz Guergachi
2013	—	`conf`	EEG seizure detection and epilepsy diagnosis using a novel variation of Empirical Mode Decomposition. EMBC Muhammad Kaleem, Aziz Guergachi, Sridhar Krishnan
2013	J	`jnl`	Pathological speech signal analysis and classification using empirical mode decomposition. Medical Biol. Eng. Comput. Muhammad Kaleem, Behnaz Ghoraani, Aziz Guergachi, Sridhar Krishnan
2011	J	`jnl`	Data mining applications in hydrocarbon exploration. Artif. Intell. Rev. Muhammad Shaheen, Muhammad Shahbaz, Zahoor-Ur Rehman, Aziz Guergachi
2011	J	`jnl`	Mining sustainability indicators to classify hydrocarbon development. Knowl. Based Syst. Muhammad Shaheen, Muhammad Shahbaz, Aziz Guergachi, Zahoor-Ur Rehman
2011	J	`jnl`	Predicting Breast Screening Attendance Using Machine Learning Techniques. IEEE Trans. Inf. Technol. Biomed. Vikraman Baskaran, Aziz Guergachi, Rajeev K. Bali, Raouf N. Gorgui-Naguib
2011	—	`conf`	Telephone-quality pathological speech classification using empirical mode decomposition. EMBC M. F. Kaleem, Behnaz Ghoraani, Aziz Guergachi, Sridhar Krishnan
2009	B	`conf`	Identifying the potential for Failure of Businesses in the Technology, Pharmaceutical and Banking Sectors using Kernel-based Machine Learning Methods. SMC Yashodhan Rajiv Athavale, Aziz Guergachi, Pouyan Hosseinizadeh, Sridhar Krishnan
2009	B	`conf`	Predicting System Collapse: Two Theoretical Models. SMC Pouyan Hosseinizadeh, Aziz Guergachi, Vanessa Magness
2009	—	`conf`	Situation-Awareness and Sensor Stream Mining for Sustainable Human Life. SoCPaR Zahoor-Ur Rehman, Muhammad Shahbaz, Muhammad Shaheen, Aziz Guergachi
2009	B	`conf`	Using heavy-tailed distributions to stress-test kernel methods for segregating the .rms that are likely to survive. SMC Aziz Guergachi, Pouyan Hosseinizadeh
2008	—	`conf`	Health Informatics: A UK and Canadian Perspective on Current and Future Challenges. AMCIS Vikraman Baskaran, Rajeev K. Bali, Hisbel Arochena, Raouf N. Gorgui-Naguib, Mohd Khanapi Abd Khanapi, Bharat Shah, Aziz Guergachi, C. Cyrne, Nilmini Wickramasinghe
2008	J	`jnl`	System models or learning machines? Appl. Math. Comput. Aziz Guergachi, Goran Boskovic
2007	B	`conf`	Chaotic time series prediction using knowledge based Green's Kernel and least-squares support vector machines. SMC Tahir Farooq, Aziz Guergachi, Sridhar Krishnan
2007	C	`conf`	Emotion Recognition Using Novel Speech Signal Features. ISCAS Talieh Seyed Tabatabaei, Sridhar Krishnan, Aziz Guergachi
2006	—	`conf`	Support Vector Machines Based Approach for Chemical Phosphorus Removal Process in Wastewater Treatment Plant. CCECE Talieh Seyed Tabatabaei, Tahir Farooq, Aziz Guergachi, Sridhar Krishnan
2005	B	`conf`	On the Conditions of the VC Theory for Statistical Learning Applied to the Evaluation of Models for Complex Systems. SMC Aziz Guergachi
2003	—	`conf`	Connecting traditional sciences with the OLAP and data mining paradigms. Data Mining and Knowledge Discovery: Theory, Tools, and Technology Aziz Guergachi