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Item Enhanced Affinity Propagation Clustering on Heterogeneous Information Network(Springer, 2024-05-19) Rajan, Debinal; Jiang, Shouyong; Yi, Dewei; Pang, Wei; Coghill, George; Panoutsos, George; Mahfouf, Mahdi; Mihaylova, Lyudmila S.; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Machine Learning; University of Aberdeen.Computing Science; University of Aberdeen.Institute for Complex Systems and Mathematical Biology (ICSMB)Item Multi-stage Bias Mitigation for Individual Fairness in Algorithmic Decisions(Springer Science and Business Media Deutschland GmbH, 2023) Ghadage, Adinath; Yi, Dewei; Coghill, George; Pang, Wei; El Gayar, Neamat; Trentin, Edmondo; Ravanelli, Mirco; Abbas, Hazem; University of Aberdeen.Computing Science; University of Aberdeen.Machine Learning; University of Aberdeen.Centre for Health Data Science; University of Aberdeen.Institute for Complex Systems and Mathematical Biology (ICSMB)Item Using Knowledge Graphs to Unlock Practical Collection, Integration, and Audit of AI Accountability Information(2022-07-20) Naja, Iman; Markovic, Milan; Edwards, Pete; Pang, Wei; Cottrill, Caitlin; Williams, Rebecca; University of Aberdeen.Computing Science; University of Aberdeen.Trusted Things and Communities; University of Aberdeen.Centre for Health Data Science; University of Aberdeen.Agents at Aberdeen; University of Aberdeen.EngineeringItem From transparency to accountability of intelligent systems : Moving beyond aspirations(2022-02-18) Williams, Rebecca; Cloete, Richard; Cobbe, Jennifer; Cottrill, Caitlin; Edwards, Pete; Markovic, Milan; Naja, Iman; Ryan, Frances; Singh , Jat; Pang, Wei; University of Aberdeen.Engineering; University of Aberdeen.Trusted Things and Communities; University of Aberdeen.Centre for Energy Transition; University of Aberdeen.Vice Principals; University of Aberdeen.Centre for Health Data Science; University of Aberdeen.Computing Science; University of Aberdeen.Agents at AberdeenItem Identification of a prognostic signature in colorectal cancer using combinatorial algorithm-driven analysis(2022-04-03) Alnabulsi, Abdo; Wang, Tiehui; Pang, Wei; Ionescu, Marius; Craig, Stephanie G.; Humphries, Matthew P.; McCombe, Kris; Tellez, Manuel Salto; Alnabulsi, Ayham; Murray, Graeme; University of Aberdeen.Institute of Medical Sciences; University of Aberdeen.Biological Sciences; University of Aberdeen.Medicine, Medical Sciences & Nutrition; University of Aberdeen.Applied MedicineItem The Accountability Fabric : A Suite of Semantic Tools For Managing AI System Accountability and Audit(2021-10-28) Markovic, Milan; Naja, Iman; Edwards, Pete; Pang, Wei; University of Aberdeen.Trusted Things and Communities; University of Aberdeen.Computing Science; University of Aberdeen.NCS School Administration; University of Aberdeen.Centre for Health Data Science; University of Aberdeen.Agents at AberdeenItem Towards Accountability Driven Development for Machine Learning Systems(2021-07-02) Pang Fung, Chiu; Pang, Wei; Naja, Iman; Markovic, Milan; Edwards, Pete; Martin, Kyle; Wiratunga , Nirmalie; Wijekoon, Anjana; University of Aberdeen.Centre for Health Data Science; University of Aberdeen.Computing Science; University of Aberdeen.Trusted Things and Communities; University of Aberdeen.Agents at AberdeenItem On Evidence Capture for Accountable AI Systems(2021-07-02) Pang, Wei; Markovic, Milan; Naja, Iman; Pang Fung, Chiu; Edwards, Pete; Martin, Kyle; Wiratunga , Nirmalie; Wijekoon, Anjana; University of Aberdeen.Centre for Health Data Science; University of Aberdeen.Computing Science; University of Aberdeen.Trusted Things and Communities; University of Aberdeen.Agents at AberdeenItem Are contrastive explanations useful?(2021-06-01) Forrest, James; Sripada, Somayajulu; Pang, Wei; Coghill, George M.; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Computing Science; University of Aberdeen.Centre for Health Data Science; University of Aberdeen.Institute for Complex Systems and Mathematical Biology (ICSMB); University of Aberdeen.Computational Linguistics at AberdeenItem Self-adaptive parameter and strategy based particle swarm optimization for large-scale feature selection problems with multiple classifiers(2020-03) Xue, Yu; Tang, Tao; Pang, Wei; Liu, Alex X; University of Aberdeen.Computing Science; University of Aberdeen.Institute for Complex Systems and Mathematical Biology (ICSMB)