Leveraging Social Theories to Enhance Human-AI Interaction
Explores challenges in human-AI partnerships, focusing on interpretability tools' limitations and cognitive heuristics. Proposes incorporating social theories to improve decision-support systems and human-AI interaction.
The Future of Radiology - Key Drivers for the Next 5 Years
Explore key drivers shaping radiology's future, including policy changes, quality measures, and technological advancements like decision support systems and data science in healthcare.
Decision Support Systems
Explore decision support systems, from basic concepts to advanced techniques like expert systems and neural networks, enhancing your ability to make informed business choices.
Operationalizing Enterprise Information into Actionable Intelligence
セマンテ ィックプラットフォーム「Semaphore」を活用し、企業情報を知的に変換。自然言語処理、AI、機械学習で複雑な情報を解析し、関係性を発見。意思決定の迅速化と競争力向上を実現する方法を紹介。
ConsCiencia - Conscious Digital Consumption
Explora el impacto social de la Inteligencia Artificial y su potencial en diversos campos, destacando la responsabilidad que conlleva su uso y creación.
ConsCiencIA - Conscious Digital Consumption
Explora el impacto social de la Inteligencia Artificial y su potencial en diversos campos, destacando la responsabilidad en su uso y creación para un consumo digital consciente.
Towards Interpretable Data Science
Explore holistic approaches to interpretable data science, focusing on counterfactual and attribution-based explanations for complex data processing and decision support systems.
Pandemic Decision Support: Importation Models and Travel Restriction Measures
Explore importation models and travel restrictions for pandemic decision-making, focusing on their effectiveness and implications for public health strategies.
Early Evaluation of Cancer Progression and Treatments from Radiological Images Using Modeling and AI
Explore mathematical modeling and AI applications in cancer evaluation using radiological images, combining mechanistic models and AI for improved disease prediction and treatment assessment.
Accounting for Human Engagement Behavior to Enhance AI-Assisted Decision Making
Explore how human biases and heuristics influence AI-assisted decision-making processes, and discover strategies to optimize human-AI collaboration through improved system design and presentation methods.
Fighting Fire with Algorithms - Lockheed's Reinforcement Learning-Based Wildfire Solution
Discover how Lockheed Martin uses deep reinforcement learning to revolutionize wildfire management through an AI-powered decision support system that achieves 80% containment success in simulated scenarios.
TacticAI - An AI Assistant for Football Tactics Analysis
Discover how TacticAI, developed with Liverpool FC, revolutionizes football strategy by analyzing dynamic game factors and helping teams optimize their tactical decisions in real-time.
Application-Grounded Evaluations of Explanations in AI Systems
Explore evaluation methods for AI explanations, focusing on simulatability, reliance metrics, and team performance in practical applications for enhanced decision-making.
Spotify - Personalising the Listening Experience - Mounia Lalmas
Explore Spotify's approach to personalizing music recommendations using machine learning, focusing on user intents, relevance, diversity, and satisfaction to enhance the listening experience.
The Potential for AI in Medicines Optimization and Prescribing Improvement
Explore AI's potential in improving medication prescribing and optimisation, focusing on reducing errors and enhancing patient care in long-term conditions management.
Towards Interpretable Data Science
Explore holistic approaches to interpretable data science, focusing on counterfactual and attribution-based explanations for complex data processing and decision support systems.
AI Plans that Meet Expectations
Explore AI planning techniques to create robust, efficient solutions that align with user expectations and business requirements.
Case Study of Child Maltreatment Hotline Screening Decision Support
Explore algorithmic decision-making in child welfare hotline screening, examining ethical implications and real-world impact through a comprehensive case study analysis.
Decision Support for Data Segmentation - Application to Pull Architectures for HIE
Explores decision support techniques for enforcing patient privacy preferences in health record sharing, addressing challenges in modern healthcare information exchange architectures.
Knowledge is Imperfect - Acting on Stale, Inconsistent or Missing Data
Explore strategies for handling imperfect data in decision support, disaster response, and connected devices. Learn to address challenges in distributed systems and improve data quality.
Bridging the Gap Between Decision Makers and Advanced Analytics
Explore embedding advanced analytics in decision support systems to bridge the gap between potential and actual business impact, enhancing value creation across organizations.