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SUMMARY:4th International Conference on Applied Data Science (ICADS) 2025
DESCRIPTION:Free Registration (with a Zoom account; you can get one for free if you don't already have it. This requirement is to avoid Zoom bombing. Please sign in using the email address tied to your Zoom account — not necessarily the one you used to register for the event.):\nhttps://sjsu.zoom.us/meeting/register/RToYlK0nTMitbP-jb4VjBA\nSynopsis:\nThe event is technically co-hosted by Area 4\, Region 6 of the IEEE Computer Society.\nThis virtual event brings together global innovators in data science to share cutting-edge research and practical applications.\nThe sessions with invited speakers will cover topics related to GenAI and its application. ICADS 2025 offers a dynamic platform for innovation and collaboration. Don’t miss this opportunity to connect with experts and advance the field of data science from the comfort of your own home.\nFor more details\, also check https://r6.ieee.org/scv-cs/icads2025/ (This page on vtools has a word limit)\nTitle: The Rise of Autonomous Intelligence: How AI Agents Are Redefining Science\, Art\, and Business\nAbstract – In this talk\, Kamer Ali Yuksel (Head of Agentic AI @ aiXplain) describes how LLM-driven agents are transforming autonomy across research\, enterprise\, and design. He shows that today’s agents aren’t just “smart autocomplete” but self-directed ideators\, experimenters\, analysts\, and creators. Drawing on his recent publications\, he argues that AI agents already deliver end-to-end autonomy: how aiXplain autonomously refine Agentic AI workflows via continuous LLM-driven feedback loops\, ideate and implement enterprise Agentic AI use-cases\, and derive actionable business insights from enterprise data—producing executive-ready reports without human intervention.\n…\nSpeaker – Kamer Ali Yuksel\nhttps://r6.ieee.org/scv-cs/wp-content/uploads/sites/81/2025/05/Screen-Shot-2025-05-31-at-2.20.56-PM.png	Talk title: From Algorithms to Agents: The Role of Agentic AI in Healthcare\nAbstract – The future of healthcare is not just digital—it’s intelligent. Agentic AI represents a paradigm shift in artificial intelligence\, moving beyond static models and reactive systems to dynamic\, autonomous agents capable of setting goals\, making decisions\, and adapting over time. Unlike traditional AI\, which passively responds to inputs\, agentic AI can plan\, reason\, and act in complex\, real-world environments—making it especially suited for the demands of modern healthcare.\n…\nSpeaker – Dr. Anuradha Kar\nhttps://r6.ieee.org/scv-cs/wp-content/uploads/sites/81/2025/05/Screen-Shot-2025-05-31-at-2.18.58-PM.png	Title: Revolutionizing Aerospace Supply Chains with Machine Learning-Powered Digital Twins\nAbstract – …this speech will be about understanding the need for trustworthiness in Agentic AI and learning about the latest developments in ensuring it. The speech will discuss not only technical solution approaches but also our responsibilities to build human-compatible Agentic AI.\n…\nSpeaker – Dr. Utku Kose\nhttps://r6.ieee.org/scv-cs/wp-content/uploads/sites/81/2025/05/Screen-Shot-2025-05-31-at-2.16.25-PM.png	Title: Enabling Performance-Efficient GenAI at the Edge Through Quantization\nAbstract – Despite widespread discussion of AI agents across industry and academia\, the field lacks consensus on fundamental questions: What exactly constitutes an agent? What problems can current agents realistically solve versus what remains beyond their reach? This talk addresses the clarity gap by examining current agent capabilities and limitations through real-world examples\, and establishing concrete problem statements for researchers and practitioners. …\nhttps://r6.ieee.org/scv-cs/wp-content/uploads/sites/81/2025/05/Screen-Shot-2025-05-31-at-2.13.42-PM.png	Title: TBD\nDr. Soumen Biswas\n—————————————————————\nBy registering for this event\, you agree that IEEE and the organizers are not liable to you for any loss\, damage\, injury\, or any incidental\, indirect\, special\, consequential\, or economic loss or damage (including loss of opportunity\, exemplary or punitive damages). The event will be recorded and will be made available for public viewing.\nCo-sponsored by: Vishnu S. Pendyala\, SJSU\nSpeaker(s): Dr. Vishnu S. Pendyala\, Dr. Soumen Biswas\, Ranjitha Gurunath Kulkarni \, Dr. Utku Kose \, Dr. Anuradha Kar\, Kamer Ali Yuksel\nAgenda:\n08:00 to 09 AM	Dr. Soumen Biswas\n09:00 to 10:00 AM	The Rise of Autonomous Intelligence: How AI Agents Are Redefining Science\, Art\, and Business\n10:00 am to 11:00 AM	From Algorithms to Agents: The Role of Agentic AI in Healthcare\n11:00 to 12:00 PM	Towards Trustworthy Intelligence: Policies\, Architectures\, and Human Alignment in Agentic AI\n12:00 to 01:00 PM	Beyond the Buzz: Defining Agentic AI Systems\, Their Capabilities\, and the Path Forward\nVirtual: https://events.vtools.ieee.org/m/487442
URL:https://svec.org/event/4th-international-conference-on-applied-data-science-icads-2025/
LOCATION:Virtual: https://events.vtools.ieee.org/m/487442
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