Fairness and Bias in Artificial Intelligence: A Brief Survey of Sources, Impacts, and Mitigation Strategies

Ferrara, Emilio·2023·Sci

Cited by (837)

Items 601–700 of 837

  1. The Role of AI in Shaping the Future of FDI Promotion and Facilitation Strategies
    Kaloyan Kolev · 2025 · Studies in systems, decision and control
  2. Fair and Privacy-Preserving Synthetic Data Generation via Clustering-Based Variational Autoencoder and Adversarially Debiased Wasserstein Generative Adversarial Networks with Gradient Penalty
    Malek Adouani, Zaineb Chelly Dagdia · 2025 · Lecture notes in computer science
  3. Artificial Intelligence and the Internet of Things
    Chathumi Samaraweera, Adarsha Bhattarai, Dongming Peng, Yutong Liu, Hamid Sharif · 2025
  4. Distorted representations of age and gender are reflected in AI models
    Ana Macanovic · 2025 · Nature
  5. AI-Powered Marketing in Insurance
    Parihar Suresh Dahake, Nihar Suresh Dahake, Vikram K. Joshi · 2025 · Advances in computational intelligence and robotics book series
  6. Understanding Cognitive Biases in Security Decision-Making and Proposing Effective Mitigation Strategies
    Elizabeth Mansaray, Mohamed Shabbir Hamza Abdulnabi, Yogeswaran Nathan, Shahab Alizadeh, Aitizaz Ali, Al-Anood Al-Maari, Waheed Ali H. M. Ghanem · 2025 · Lecture notes in electrical engineering
  7. The Ethical Implications of AI in Human Resources
    Krishna Khanal · 2025 · Advances in computational intelligence and robotics book series
  8. Artificial intelligence/machine learning in the management of diabetes mellitus
    T.A. Sonia, Chandra P. Sharma · 2025 · Elsevier eBooks
  9. Racial Justice in Library Practitioner Discourse: Implications for AI
    Kimberly Black, Bharat Mehra, Baheya S. Jaber, Kaurri C. Williams‐Cockfield · 2025 · Proceedings of the Association for Information Science and Technology
  10. Board Supervision of AI Governance Capabilities
    Fernanda Torre, Liselotte Hägertz Engstam, Robin Teigland · 2025 · Business guides on the go
  11. Political biases in chatgpt: insights from comparative analysis with human responses
    Leonardo Becchetti, Nazaria Solferino · 2025 · Economia Politica
  12. Improving Explanation Measures Inside the Decision-Making Process to Increase the Potential of AI Applications in Healthcare
    Luka Poslon, Anto Čartolovni · 2025 · Springer eBooks
  13. Supporting Healthcare Decision-Making: A Journey Through CDSS, Explainability, and Bias Mitigation with Explainable AI
    Mozhgan Salimiparsa, Daniel J. Lizotte, Kamran Sedig · 2025 · Springer eBooks
  14. Integration of Technology Ethics in Society 5.0 in Indonesia: A Collaborative Approach and Multi-method Analysis
    Denny Adri Tarumingi, Bambang Suhartono, Martho Harry Melumpi · 2025 · Lecture notes in networks and systems
  15. Ethical challenges of artificial intelligence (AI) in medicine. Analysis on selected examples
    Beata Kosiba, Aleksandra Brzozowska, Małgorzata Lipińska, Mikołaj Konieczny · 2025 · Journal of Modern Science
  16. Enhancing Criminology and Criminal Justice Research with Artificial Intelligence: A Case Study of ResearchRabbit for Discovering and Visualising Literature
    Hai Thanh Luong · 2025 · Journal of Criminal Justice Education
  17. Investigating the influencing factors and structural pathways of artificial intelligence literacy from a triadic reciprocal perspective: an ISM-MICMAC modeling approach
    Chongwu Bi, Dandan Zhang, Zhuo Sun, Jin Yan · 2025 · Aslib Journal of Information Management
  18. Leveraging Customer Data Platforms for Public Health: a Strategic Perspective
    Gianmarco Sirago, Marcello Benevento, Francesco De Micco · 2025 · Journal of Medical Systems
  19. Generative AI in Adult Learning and Assessment: Navigating Ethics, Justice, and Regional Disparities in Southeast Asia
    Sri Nurhayati, Fatima Zahra Lotfi, Taufikin Taufikin, Ahmad Wahyu Hidayat · 2025 · Information systems engineering and management
  20. AI in the Sustainability of Social Economy
    Helena Belchior-Rocha, Elsa Justino, Serdar Yener · 2025 · Contributions to environmental sciences & innovative business technology
  21. The Future of Finance
    Kelvin Lee Yong Ming, Irfah Najihah Basir Malan, Ismail Tijjani Idris · 2025 · Advances in computational intelligence and robotics book series
  22. Bias and Justice in Neurological AI
    Thorsten Rudroff · 2025 · Neurocultural health and wellbeing
  23. A review of emerging AI technologies in education: challenges and benefits in South Africa
    Samkelisiwe Purity Phokoye, Ayogeboh Epizitone, Smangele Pretty Moyane · 2025 · International Journal of Research in Business and Social Science (2147-4478)
  24. 20911 Modeling AI adoption barriers for risk management in manufacturing: An ISM-MICMAC approach
    Vinod G. Surange, Lokpriya Mohanrao Gaikwad · 2025 · De Gruyter eBooks
  25. Generative Artificial Intelligence
    Aditya Shrivastav, Sunil Sankathala, Kashvi Chaturvedi, Krutika Patre, Susanta Das, Rizwan Shaikh · 2025 · Advances in computational intelligence and robotics book series
  26. Algorithmic Allure
    Suman Lata, Aruditya Jasrotia · 2025 · Advances in computational intelligence and robotics book series
  27. Generative AI's impact on creativity and equity: Another great equalizer or the rich get richer?
    Shuyu Wang, Ingunn Johanne Ness, Samuel Greiff, James C. Kaufman · 2025 · Elsevier eBooks
  28. Human Intervention in AI-Generated Language Test Production
    Antonio Taglialatela · 2025 · Springer eBooks
  29. Redesigning AI for Inclusion
    Amjad Islam Amjad · 2025 · Advances in computational intelligence and robotics book series
  30. Mobile health in the management of chronic care: A new era with the advent of generative Artificial Intelligence
    Mohammad Hosseiniravandi, Mostafa Sheykhotayefeh, Taleb Khodaveisi · 2025 · مجله دانشگاه علوم پزشکی تربت حیدریه
  31. CUBIC: Unsupervised Detection of Conceptual Biases via Vision-Language Embeddings
    David Méndez, Gianpaolo Bontempo, Elisa Ficarra, Roberto Confalonieri, Natalia Díaz-Rodríguez · 2025 · Information Systems Frontiers
  32. AI-Powered academic search systems: An exploratory study from the perspective of academics in LIS
    Mina Ramzy, Mahmoud Sherif Zakaria · 2025 · Information Development
  33. AI-powered LCNC implementations and gender: a comparative study of role attribution bias
    Spyridon Tsoukalas, Dialekti Athina Voutyrakou, Marios Karelis, Constantine D. Skordoulis, Γιάννα Κατσιαμπούρα, Markos Avlonitis, Patrick Mikalef · 2025 · AI and Ethics
  34. SocraSynth: Adversarial Multi-LLM Reasoning
    Edward Y. Chang · 2025 · ACM eBooks
  35. Regulatory policies for smart healthcare systems and data protection using artificial intelligence and blockchain technology
    Swaminathan Ramasubramanian, Naveen Jeyaraman, Sangeetha Balaji, Madhan Jeyaraman · 2025 · Elsevier eBooks
  36. Effects of machine learning biases in digital tools–A case of the Nigerian construction industry
    P .F Tunji-Olayeni, Folasade Olabisi Adejola · 2025 · Technological Sustainability
  37. Quantifying the Cross-sectoral Intersecting Discrepancies within Multiple Groups Using Latent Class Analysis Towards Fairness
    Yingfang Yuan, Kefan Chen, Mehdi Rizvi, Lynne Baillie, Wei Pang · 2025 · International Joint Conference on Neural Networks (IJCNN)
  38. KI-Tools zur Unterstützung polizeilicher Internetauswertungen: rechtskonforme, ethische Entwicklung und Implementierung
    Robert Pelzer, Michael Hahne, Stefan Taing · 2025 · Springer eBooks
  39. AI Risk and Trust
    T. T. Kessler, P. A. Hancock, T. L. Sanders, G. M. Hancock, A. D. Kaplan · 2025 · Springer eBooks
  40. A Meta-Analytic NLP-Driven Mapping of Fairness in Healthcare AI
    Rozita Tsoni, Manolis Koutouzis, Vassileios S. Verykios · 2025 · International Conference on Information, Intelligence, Systems & Applications (IISA)
  41. Ethical Challenges and Opportunities in Artificial Intelligence: A Comprehensive Exploration
    Raghavan Krishnasamy Lakshmana Perumal, Mohuya Chakraborty · 2026 · Lecture notes in networks and systems
  42. Accelerating the Achievement of Sustainable Development Goals with Artificial Intelligence
    Suja A. Alex, B. Gerald Briyolan, Tien Anh Tran, Gabriel Caumo Vaz, Gabriel Gomes de Oliveira, Ângela Maria Alves · 2026 · Lecture notes in networks and systems
  43. Engineering Innovation Meets Strategic Excellence: Navigating the Technological Revolution
    Preeti Malik, Varsha Mittal, Kamika Chaudhary · 2026 · Management and industrial engineering
  44. Ethical Considerations in AI-Enabled Healthcare
    Ezgi Aldemir, Carla Bloom, Susan Isabel Honeyman, Robert Vardanyan · 2026 · Biomedical visualization
  45. Global Impact of Artificial Intelligence on the Sustainability of Civil Engineering Infrastructure
    Ifeyinwa Ijeoma Obianyo, Sylvia Echezona Kelechi, Ado Mohammed, Assia Abuobakar Mahamata, Azikiwe Peter Onwualu · 2026 · Studies in systems, decision and control
  46. Ethical and Legal Considerations
    Tuan D. Pham, Simon Holmes, Domniki Chatzopoulou, Paul Coulthard · 2026 · Springer eBooks
  47. Empowering Fisheries with AI, ML, and Deep Learning: A Big Data Approach
    Ananya Nayak, Dibyajyoti Uttameswar Behera, Ankita Pati · 2026 · Sustainability Sciences in Asia and Africa
  48. Comparing Images of Depression in Mass Media and AI-Generated Pictures: Mixed Methods Study
    Núria Saladié, Carolina Llorente, R. Joosten, Gemma Revuelta · 2026 · JMIR Human Factors
  49. Beyond aggregate fairness: intersectional auditing across the AI fairness pipeline
    Michael Mayowa Farayola, Malika Bendechache, Takfarinas Saber, Regina Connolly, Irina Tal · 2026 · AI and Ethics
  50. Bridging Intuition and Intelligence: Managerial Insights on AI-Powered Human Resource Decision-Making in Taiwanese Industries
    Idrus Jamalulel, Daniel Hutapea, Melinda, Jovan Hernando, Anfitri Kristin Sihombing · 2025 · International Conference on Computer, Control, Informatics and its Applications
  51. An Introduction to Machine Learning for the Practicing Spine Surgeon
    Ryan T. Lin, Jonathan Dalton, Matthew Meade, Mark Miller, Ruchir Nanavati, Jarod Olson, Joydeep Baidya, Robert J. Oris, Barrett I. Woods, Gregory Douglas Schroeder et al. · 2026 · Clinical Spine Surgery A Spine Publication
  52. Bridging the Digital Divide With AI
    Abdulrahman M. Al-Zahrani · 2026 · Advances in computational intelligence and robotics book series
  53. Algorithmic Climate Justice
    Krishna Khanal, Shreejana Bhusal · 2026 · Advances in computational intelligence and robotics book series
  54. Ethical Implications of AI in Identity Management
    Gerry Firmansyah, Brij Bhooshan Gupta, Mosiur Rahaman, Yogita Abichandani · 2026 · Advances in computational intelligence and robotics book series
  55. Big Data and the “Small X”. Patient Autonomy in the Age of AI
    Chantal Marazia, Vasilija Rolfes, Fabio De Sio · 2026 · Integrated science
  56. Imposter Syndrome Among Women With Disabilities
    Shashwata Sahu, Navonita Mallick · 2026 · Advances in computational intelligence and robotics book series
  57. Framework for Enhancing Fairness and Transparency in Multi-Agent Creative AI Systems: A Position Paper
    Ananya Ghosh Chowdhury, Anirban Chakraborty, Jay Prakash Thakur, Akshata Kishore Moharir · 2025 · IEEE International Conference on Agents (ICA)
  58. ASP-based approaches for solving the nuclear medicine scheduling problem
    Carmine Dodaro, Giuseppe Galatà, Marco Maratea · 2025 · Journal of Logic and Computation
  59. Ethical Challenges in the Application of Statistical Methods and Data Science Techniques in Environmental and Healthcare Settings
    Amrutha Jose, Seena Thomas Kaithathara, Rohith Mohan, Narayani Bhat, Prashant Tapase · 2026 · IGI Global eBooks
  60. Legal and Ethical Considerations in Cyber Forensics
    Omowunmi Folashayo Makinde · 2026 · IGI Global eBooks
  61. Cosmic chains and celestial icons: Valentina Tereshkova, gender mythology and the architecture of liberation
    Artur Ishkhanyan, Mane Hakobyan · 2026 · Feminist Theory
  62. Colonial Bias in AI Training Data: Prompting Sora to Generate Images of Aotearoa New Zealand's Historical Past
    Olli Hellmann · 2026 · Kōtuitui New Zealand Journal of Social Sciences Online
  63. Artificial Intelligence: Foundations, Applications, and Future Directions
    Daniel Graff, Mark A. Clark, Dan Li · 2026 · Palgrave executive essentials
  64. Ethical foundations for a superintelligent future: the global AGI governance framework (a roadmap for transparent, equitable, and human-centric AGI rule)
    Cristina Caja Moya, Elio Quiroga Rodríguez · 2026 · AI and Ethics
  65. How Machines See and Generate Images
    Sergio Picascia, Alfio Ferrara · 2026 · Lecture notes in morphogenesis
  66. Forschung und der Einsatz von Künstlicher Intelligenz (KI)
    Jan-Hendrik Heinrichs, Bert Heinrichs · 2026 · Springer eBooks
  67. Local Interpretable Model-Agnostic Explanations (LIME) Based Analysis on Carabao Mango Grading Misclassification
    Arianne Mae R. Apolinario, Garwilh Honey O. Botin, Rosemarie V. Pellegrino · 2025 · International Seminar on Research of Information Technology and Intelligent Systems (ISRITI)
  68. Ethical Considerations on Adopting Artificial Intelligence Algorithms in Medicine
    Irina Pavel, Iulian B. Ciocoiu · 2024 · Buletinul Institutului Politehnic din Iaşi. Secţia Electrotehnică. Energetică. Electronică
  69. Ethical Dilemmas and Practical Strategies for Leveraging Generative AI in STEM Assessment in Higher Education
    Dharel P. Acut, Sotero O. Malayao, Amelia Tia Buan, Jun Karren V. Caparoso, Jivulter C. Mangubat, Manuel B. Garcia · 2026 · Springer eBooks
  70. PAZARLAMADA SANAL ETKİLEYİCİLER VE YAPAY ZEKÂ: UYGULAMA AÇIĞI VE BİLGİ EKSİKLERİ ÜZERİNE BİR İNCELEME
    Ayşe Aslı Bozdağ · 2026 · Doğuş Üniversitesi Dergisi
  71. El rol transformador de la inteligencia artificial en la gerencia sostenible: Optimizando las cadenas de valor circulares
    Carluys Suescum Coelho, Car-Emyr Suescum Coelho, Carlysmar Suescum Coelho · 2025 · Sapiens in Artificial Intelligence
  72. AI-Driven Innovations in Mathematics Education
    Thuthukile Jita, Loyiso C. Jita, Adebayo Akinyinka Omoniyi · 2026 · Advances in computational intelligence and robotics book series
  73. Responsible Intelligence
    Gagandeep Singh, Jasdeep Singh Walia · 2026 · Advances in computational intelligence and robotics book series
  74. Can artificial intelligence bridge the diversity, equity, and inclusion gap for a sustainable future? A PRISMA systematic review
    C. Chedrawi, Gloria Haddad, Ghada Haddad, Rola ElAli · 2026 · Journal of Innovation & Knowledge
  75. Trustworthy AI in Smart Grid Systems
    Huamin Ren, Ali Shariq Imran, Rasmus Løvenstein Olsen · 2026 · IntechOpen eBooks
  76. Machine Learning Digital Twin Applied to Hybrid Vehicle Emission Test—A Multimetric Evaluation Approach
    Natalia Miedviedieva, Eduardo Tomanik, Ellen Rodrigues · 2025 · Standards-related Regional Innovation and International Cooperation
  77. Optimizing student job placements with NLP and Explainable AI: A fair and transparent hiring framework
    Deepak Kumar, Chaman Verma, Zoltán Illés · 2026 · Array
  78. Designing Ethical and Engaging Chatbots for K-12 Education
    Rama Yusvana, Aisyah Mohamed Rehan · 2026 · Advances in computational intelligence and robotics book series
  79. Human Collaboration in the Age of AI
    Areej ElSayary, Karim Ragab · 2026 · Advances in computational intelligence and robotics book series
  80. Fairness aware subset selection for advancing equity in skin cancer detection
    Yehuda Perry, Abdulaziz A. Almuzaini, Adewole S. Adamson, Bahar Dasgeb, David J. Foran, Vivek Kumar Singh · 2026 · Journal of the American Medical Informatics Association
  81. Integrating Generative AI in Educational Psychology Assessments: Preliminary Ethical and Practical Guidelines
    Aidan Hodson, Keana Schmidt-Waselenchuk, Jules Batson, Andrew Duckman, Jillian Roberts · 2026 · Canadian Journal of School Psychology
  82. An Ethics-included Ontological Model for the Design and Evaluation of Digital Twins Technology for Spatial Planning
    John van Meerten, Koen Smit, Sam Leewis, Johan Versendaal · 2025 · International Conference on Software and e-Business (ICSEB)
  83. Bias by Design? A Lifecycle Analysis of Bias in Air Quality Data
    Ejaz Hussain, Yang Li, Md Atiqur Rahman Ahad · 2025 · IEEE International Conference on Advances in Data-Driven Analytics and Intelligent Systems (ADACIS)
  84. Teachers, Students, and Thinking Machines: Rethinking the Role of Artificial Intelligence in Higher Education
    Alirio Velasco-Gómez · 2026 · Journal of Hunan University Natural Sciences
  85. Harnessing AI for Enhancing Educational Outcomes in Students with Mental Disability: A Quick Review
    Abdul Hamid Nasir, Norain Binti Abdullah, Ahmad Shahir Jamaludin, Mohd Amir Shahlan Mohd Aspar, Waheb A. Jabbar, Asmaiani Binti Nan · 2026 · Springer eBooks
  86. Ethical oversight of AI-driven paediatric trials: a proactive, risk-sensitive interim review model
    Chih‐Shung Wong, Tsui-Wen Hsu · 2026 · Frontiers in Digital Health
  87. An Ethical AI Framework for Identifying, Auditing and Mitigating Bias in AI Models
    Aryan Tony Johnson, Sydel Wivel Afonso, Vighnesha · 2025 · International Conference on Transformative Computing Technologies (ICTCT)
  88. Reconfiguration of University Training Through Training Co-Design With Generative Artificial Intelligence
    Jose De Jesus Reyes-Sánchez · 2026 · IGI Global eBooks
  89. Four Sensitive Areas of AI Applications
    Manjushree Nayak, Manisha Patro, Om Prakash Choudhury, Sanjana Satapathy · 2026 · Advances in computational intelligence and robotics book series
  90. The algorithmic blind spot: bias, moral status, and the future of robot rights
    Rahulrajan Karthikeyan, Moses Boudourides · 2026 · AI & Society
  91. Red teaming for culturally grounded LLM evaluation: lessons learned from a Japanese team’s engagement with stereotype risks
    Arisa Ema · 2026 · AI & Society
  92. 90 Miles and the AI-Mediated Documentary
    Gülay DOĞAN BAŞ · 2026 · IGI Global eBooks
  93. Impact of Generative AI on Author’s Metrics and Copyright Ownership: Digital Labour, Ethical Attribution, and Traceability Frameworks for Future Internet Systems
    C. Ejiyi, Sandra Chukwudumebi Obiora, Ijuolachi Obiora, Gladys Wauk, M. Ejiako, Temitope Omotayo, Olusola O. Bamisile · 2026 · Future Internet
  94. Understanding AI-generated content user intermittent discontinuance: a COR theory perspective
    Tao Zhou, Mengru Wang · 2026 · The Electronic Library
  95. Artificial Intelligence Failures, Bias, and Limitations in Dermatology
    Emmanouil Karampinis, Dimitrios H. Mantzaris · 2026 · Springer eBooks
  96. The Use of AI by Global Healthcare Organisations to Promote Cross-Cultural Sensitivity and Inclusivity
    Navneet Kaur, Elena Nichele, Laura McQuade · 2026 · Emerald Group Publishing Limited eBooks
  97. Safety-focused development and evaluation of an LLM sexual well-being chatbot for women: A methods-focused feasibility study
    Alice E McGee, Guy Parsons, Liudmila Zhaunova, Alison Paul, Aliaksandr Kazlou, Yihan Xu, Heorhi Stsefanovich, Anna Klepchukova, András Meczner · 2026 · Digital Health
  98. Empowering Education 4.0 Using Artificial Intelligence
    Prantosh Paul, Tatayya Bommali, Mustafa Kayyali · 2026 · Advances in computational intelligence and robotics book series
  99. Managing the ethical risks of AI in intelligence: a multi-layered framework
    Ross W. Bellaby · 2026 · AI & Society
  100. Counterfactual Fairness and XAI-based Bias Attribution in Academic Performance Prediction Using Multivariate Sensitive Features
    Dongsoo Moon · 2026 · The Journal of Korean Association of Computer Education