{"product_id":"9789819251339","title":"AI Fairness for Responsible Intelligence","description":"\u003ch1\u003eAI Fairness for Responsible Intelligence\u003c\/h1\u003e\u003ch3\u003eWenbin Zhang\u003c\/h3\u003e\u003cdiv\u003e\u003cb\u003eComputers \/ Artificial Intelligence \/ General\u003c\/b\u003e\u003c\/div\u003e\u003cbr\u003e\u003cdiv\u003e\n\u003cp\u003eFairness in artificial intelligence is no longer an abstract concern—it shapes decisions in healthcare, education, housing, and beyond. \u003cem\u003eAI Fairness for Responsible Intelligence\u003c\/em\u003e treats fairness not as an isolated algorithmic objective, but as the organizing principle of responsible intelligence, integrating technical foundations with privacy, security, governance, and societal impact throughout the AI lifecycle.\u003c\/p\u003e\r\n\u003cp\u003eBeginning with the foundations of responsible AI and machine learning, the book examines formal fairness definitions, sources of bias in data and algorithms, and algorithmic approaches for mitigating unfairness. It then explores fairness in natural language processing, computer vision, graph learning, and foundation models, while addressing researcher bias, scientific rigor, and real-world case studies that highlight current challenges and emerging research directions.\u003c\/p\u003e\r\n\u003cp\u003eWritten for advanced undergraduate and graduate students, researchers, instructors, and practitioners across AI, machine learning, data science, healthcare, public policy, and related disciplines, the book equips readers to critically evaluate, design, deploy, and govern fair and trustworthy AI in real-world settings.\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003cp\u003eDr. Wenbin Zhang is an Assistant Professor in the Knight Foundation School of Computing and Information Sciences at Florida International University and an Associate Member of the Te Ipu o Te Mahara Artificial Intelligence Institute. His research focuses on the theoretical foundations of machine learning, with an emphasis on responsible and socially beneficial AI. He has applied his work across multiple domains, including healthcare, digital forensics, energy, transportation, and finance. Dr. Zhang has received several honors, including the NSF CRII Award, the Leibniz Fellowship, the Distinguished Area Chair Award for ECML PKDD 2025, the Outstanding Senior Program Committee Member Award for ECAI 2025, the Distinguished Senior Program Committee Member Award for IJCAI 2023, Data Mining and Knowledge Discovery Editorial Contribution Award, and recognition in the Stanford\/Elsevier Top 2% Scientists List. His research has also earned best paper awards\/candidates at ECML PKDD 2025, FAccT 2023, ICDM 2023, DAMI, and ICDM 2021, and he was featured in the AAAI 2024 New Faculty Highlights. He actively contributes to the AI and interdisciplinary communities through leadership roles on organizing committees and editorial boards of leading venues, including as Sponsorship Chair for AAAI 2026, Volunteer Chair for WSDM 2024, Associate Editor for ACM Computing Surveys, and Action Editor for Data Mining and Knowledge Discovery.\u003c\/p\u003e\u003c\/div\u003e\u003cbr\u003e\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublication Date: \u003c\/td\u003e\n\u003ctd\u003e07 January 2027\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublisher: \u003c\/td\u003e\n\u003ctd\u003eSpringer Nature Singapore\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eImprint: \u003c\/td\u003e\n\u003ctd\u003eSpringer\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eISBN-13: \u003c\/td\u003e\n\u003ctd\u003e9789819251339\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eFormat: \u003c\/td\u003e\n\u003ctd\u003eHardback\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e","brand":"Springer Nature Singapore","offers":[{"title":"Default Title","offer_id":51691699372172,"sku":"9789819251339","price":179.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9789819251339.jpg?v=1785327929","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9789819251339","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}