Tag: ai research

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Education

E137 Luca Longo, Professor, AI & Cognitive Load at TU Dublin

Welcome to episode E137 of the AI Ireland podcast, the show that explores the applications and research of Data Science, Machine Learning and Artificial Intelligence on the island of Ireland.

Our mission is to increase the use of AI for the benefit of our society, our competitiveness and everyone living in Ireland.

Today’s guest is Luca Longo, Professor, AI & Cognitive Load at TU Dublin. Winner of the AI Person of the Year at the 2023 AI Awards, Luca was recognised for his innovative research in XAI. Luca’s work focuses on making AI models more interpretable and transparent which has the potential to impact human-AI interaction, responsible AI development, human capacity, international engagement and the economy.

Luca will be part of the 2nd World Conference on Explainable Artificial Intelligence which takes place in Valletta, Malta on 17-19 July 2024. The conference aims to bring together researchers, academics and professionals, promoting the sharing and discussing of knowledge, new perspectives, experiences and innovations in XAI. Find out more at xaiworldconference.com.

Topics include:

  • His background in AI Research and XAI
  • Examples of his work with XAI such as how Deep Learning analyzes EEG for brain disorders
  • How the research addresses brain disorders, emphasising tangible needs and cognitive load
  • The goal of the ‘World Conference on XAI’ to bridge AI understanding
  • How to get involved with the Conference in Malta on 17-19 July 2024
Subscribe to the AI Ireland Podcast

AI Unleashed: Navigating the AI Revolution

Accessible for purchase on Amazon, AI Ireland’s latest book “AI Unleashed: Navigating the AI Revolution,” is your must read for 2024. For executives, policy architects or technology aficionados seeking to make sense of the intricate world of AI, “AI Unleashed: Navigating the AI Revolution” is your essential handbook. Available on Amazon Kindle or hard copy, this book furnishes you with the expertise and instruments required to employ AI both effectively and ethically.

Book an AI Presentation with AI Ireland today

Discover tailored presentations designed to meet the unique needs of your industry. Gain invaluable insights into the transformative power of AI technologies, ensuring your organisation stays ahead of the curve. Equip your team and stakeholders with the knowledge they need to confidently embrace the future.

Don’t miss the chance to enlighten your team and explore how innovation is positively impacting your industry. Secure your presentation now!

Categories
Healthcare 2

E129 Emanuel Popovici, Director at the Embedded Systems Group, University College Cork

Welcome to episode E129 of the AI Ireland podcast, the show that explores the applications and research of Data Science, Machine Learning and Artificial Intelligence on the island of Ireland.

Our mission is to increase the use of AI for the benefit of our society, our competitiveness and everyone living in Ireland.

Today’s guest is Emanuel Popovici, Director at the Embedded Systems Group within the School of Engineering at University College Cork. Since 2005, the Embedded Systems Research Group has pursued a broad range of activities through research, teaching, outreach and collaboration with industry. 

Emanuel and his team were a finalist in the Best Application of AI in an Academic Research Body and Best Application of AI in Healthcare at the 2023 AI Awards for for their project which addresses neonatal mortality in low-income countries caused by heart and brain issues. It employs AI to interpret physiological signals, improving early detection and healthcare access.

Topics include:

  • An overview of his research in solving real-life problems with AI
  • How engineers and doctors collaborate to improve healthcare
  • Improving neonatal brain anomaly detection using AI and sound
  • Their focus on XAI, emphasising human listening acuity for special sounds
  • How human-AI cooperation promises practical healthcare solutions
Subscribe to the AI Ireland Podcast

AI Unleashed: Navigating the AI Revolution

AI Ireland are excited to unveil our new book, “AI Unleashed: Navigating the AI Revolution,” which is now accessible for purchase on Amazon. For executives, policy architects, or technology aficionados seeking to make sense of the intricate world of AI, “AI Unleashed: Navigating the AI Revolution” is your essential handbook. Now available on Amazon Kindle or hard copy, this book furnishes you with the expertise and instruments required to employ AI both effectively and ethically.

Book an AI Presentation today

AI Ireland offers tailored presentations catering to your industry’s needs, providing invaluable insights into the transformative power of AI technologies. Stay ahead of the curve and equip your organisation with the knowledge it needs to confidently embrace the future.

Don’t miss the opportunity to enlighten your team and stakeholders. Book a presentation today and explore how innovation is positively impacting your industry.

Categories
Awards

E122 Dr. Alireza Dehghani, AI Technical Program Manager at CeADAR Ireland

Welcome to episode E122 of the AI Ireland podcast, the show that explores the applications and research of Data Science, Machine Learning and Artificial Intelligence on the island of Ireland.

Our mission is to increase the use of AI for the benefit of our society, our competitiveness and everyone living in Ireland.

Today’s guest is Dr. Alireza Dehghani, AI Technical Program Manager at CeADAR Ireland. Alireza is a passionate and experienced AI Technical Program Manager and Chief Product Officer with a profound dedication to leveraging AI and data science to drive meaningful change and innovation. With a PhD in Computing and significant industry experience, he brings a unique blend of technical expertise, leadership and strategic insight to every project.

Alireza is nominated for the 2023 AI Awards in the Best Application of AI in Sustainability and Best Application of AI in an Academic Research Body for ReLeafHubs which uses AI-driven solutions, including the myRWH.app recommender system and AI Digital Twins (AIDTs) to transform Remote Working Hubs (RWHs) in Ireland with the aim of reducing carbon emissions, boosting local economies and improving work-life balance.

Topics include:

  • How ReLeafHubs helps balance the new normal and address climate change
  • How AI uses data to optimise remote working hubs
  • Using Digital twins in remote working hubs for data-driven insights
  • Utilising AI in identifying opportunities for urban area improvements
  • How privacy-preserving machine learning alleviates data privacy concerns
  • Challenges and opportunities in scaling ReLeafHubs
  • The importance of feedback to enhance the Remote working hubs experience
Subscribe to the AI Ireland Podcast
Book an AI Presentation today

AI Ireland offers tailored presentations catering to your industry’s needs, providing invaluable insights into the transformative power of AI technologies. Stay ahead of the curve and equip your organisation with the knowledge it needs to confidently embrace the future.

Don’t miss the opportunity to enlighten your team and stakeholders. Book a presentation today and explore how innovation is positively impacting your industry.

AI Unleashed: Navigating the AI Revolution

AI Ireland are excited to unveil our new book, “AI Unleashed: Navigating the AI Revolution,” which is now accessible for purchase on Amazon. For executives, policy architects, or technology aficionados seeking to make sense of the intricate world of AI, “AI Unleashed: Navigating the AI Revolution” is your essential handbook. Now available on Amazon Kindle or hard copy, this book furnishes you with the expertise and instruments required to employ AI both effectively and ethically.

Limited tickets remain for the 2023 AI Awards.

The fifth annual AI Awards takes place on Tuesday November 21st at the Gibson Hotel. This is an exciting opportunity to connect and network with over 200 AI and Data professionals across the island of Ireland and hear from some of the most exciting AI applications across industry and academia spanning 12 award categories.

Don’t miss the opportunity to get your tickets now! Sale ends November 17th but limited tickets remain so head over to aiawards.ie/tickets or Eventbrite to book your seat today!

Categories
News

Best Application of AI in an Academic Research Body: Meet the 2023 AI Awards Finalists

Artificial Intelligence is without a doubt transforming various industries and reshaping the way we live and work, but have you ever wondered what fuels this AI revolution? The answer lies in the realm of academic research.

In this blog, we will explore the crucial role that academic research plays in advancing AI and driving innovation in this rapidly growing field. We will also take a closer look at this year’s nominees in the Best Application of AI in an Academic Research Body for the 2023 AI Awards.

Fundamental Research Drives Innovation

At the heart of AI’s progress is fundamental research conducted in academic institutions and research laboratories. This research provides the building blocks for new AI technologies and systems. Without a deep understanding of the underlying principles, it would be impossible to create cutting-edge AI applications. Academic researchers investigate the core concepts of machine learning, neural networks, natural language processing and other AI-related areas, pushing the boundaries of what is possible.

Advancing the State of the Art

Academic research is responsible for pushing the state of the art in AI. Breakthroughs in AI algorithms, models, and techniques often originate in academic environments. For example, deep learning, a subfield of machine learning, has witnessed immense progress thanks to the research conducted at universities and research institutions. These advances have paved the way for innovations like speech recognition, image classification and autonomous vehicles.

Bridging the Gap Between Theory and Practice

While academic research focuses on theoretical aspects, it also serves as a bridge between theory and practical applications. Researchers often collaborate with industry partners to transfer their findings into real-world solutions. This collaborative effort ensures that AI research remains relevant and applicable to various industries, including healthcare, finance and manufacturing.

Ethical and Responsible AI Development

Academic research also plays a pivotal role in addressing the ethical and responsible development of AI. Researchers explore the ethical implications of AI technologies, studying issues such as bias, fairness and transparency. They also develop guidelines and best practices for AI developers and policymakers to ensure that AI is used in ways that benefit society without causing harm.

Long-term Vision and Risk Assessment

AI research conducted in academia often takes a long-term perspective, addressing challenges and risks that may not be immediately evident. Researchers examine potential pitfalls, ethical dilemmas and security concerns to help shape the future of AI in a responsible and secure manner.

Meet the 2023 AI Awards Finalists

Best Application of AI in an Academic Research Body

AI & Cognitive Load Research Lab, TU Dublin

Led by Dr.Luca Longo for their research
focused on enhancing the interpretability and transparency of ML models with the aim to make
AI models more understandable and compliant with ethical and regulatory standards.

Embedded Systems@UCC Group

For addressing high neonatal mortality from heart and brain diseases in low-income countries. It employs AI-assisted sound analysis to detect
congenital heart defects and seizures, enhancing medical diagnosis and potentially saving lives.

ReLeafHubs – CeADAR Ireland

Led by Dr.Alireza Dehghani, ReLeafHubs proposes an innovative solution for Remote Working Hubs (RWHs) using AI-driven recommender systems and AI Digital Twins (AIDTs) to promote sustainability and reduce commuting in Ireland.

Tyndall National Institute

For their project aimed to develop a miniaturised wearable device with advanced machine learning algorithms for precise Parkinson’s Disease (PD) diagnosis and blood pressure estimation with the goal of improving PD assessment and treatment.

In summary, academic research is the lifeblood of AI. It drives innovation, bridges the gap between theory and practice, educates the next generation of experts, addresses ethical concerns and assesses long-term risks.

Without the dedication and intellectual rigour of researchers in academia, the AI revolution we are experiencing today would not be possible. As we move forward into an AI-powered future, let’s recognise the invaluable contribution of academic research in shaping a world where AI benefits society for the greater good.

Book an AI Presentation today

AI Ireland offers tailored presentations catering to your industry’s needs, providing invaluable insights into the transformative power of AI technologies. Stay ahead of the curve and equip your organisation with the knowledge it needs to confidently embrace the future.

Don’t miss the opportunity to enlighten your team and stakeholders. Book a presentation today and explore how innovation is positively impacting your industry.

AI Unleashed: Navigating the AI Revolution

AI Ireland are excited to unveil our new book, “AI Unleashed: Navigating the AI Revolution,” which is now accessible for purchase on Amazon. For executives, policy architects, or technology aficionados seeking to make sense of the intricate world of AI, “AI Unleashed: Navigating the AI Revolution” is your essential handbook. Now available on Amazon Kindle or hard copy, this book furnishes you with the expertise and instruments required to employ AI both effectively and ethically.

Limited tickets remain for the 2023 AI Awards.

The fifth annual AI Awards takes place on Tuesday November 21st at the Gibson Hotel. This is an exciting opportunity to connect and network with over 200 AI and Data professionals across the island of Ireland and hear from some of the most exciting AI applications across industry and academia spanning 12 award categories.

Don’t miss the opportunity to get your tickets now! Sale ends November 17th but limited tickets remain so head over to aiawards.ie/tickets or Eventbrite to book your seat today!

Categories
News

Best Application of AI in a Student Project: Meet the 2023 Finalists

 

From self-driving cars to virtual assistants, Artificial Intelligence is shaping our daily lives in ways we couldn’t have imagined just a few decades ago. This remarkable technological evolution has led to a surge of interest in studying AI at the university level. 

In this blog post, we’ll explore the reasons behind the growing interest in AI education and the myriad of opportunities it offers to students. We will also take a look at this year’s talented individuals who have been selected in the Best Application of AI in a Student Project for the 2023 AI Awards.

High Demand for AI Professionals

The explosive growth of AI technologies has created a high demand for AI professionals. Companies are actively seeking AI specialists to develop algorithms, build machine learning models and apply AI in diverse fields. As a result, students who specialise in AI can expect a robust job market with numerous career prospects. This high demand is a significant factor driving interest in AI education.

Interdisciplinary Nature

AI is inherently interdisciplinary, drawing from fields such as computer science, mathematics, neuroscience and engineering. This interdisciplinary approach appeals to students with a wide range of interests. Whether you are passionate about mathematics, psychology or software development, AI offers a space where multiple disciplines converge. This broad appeal makes AI a suitable choice for students with varied backgrounds and academic interests.

Ethical and Societal Concerns

The rapid advancement of AI has raised ethical and societal concerns that need to be addressed. Students studying AI at the university level are not only gaining technical expertise, but also exploring the ethical implications of AI. They are poised to become the architects of AI systems that prioritise fairness, transparency and social responsibility, making a positive impact on society.

Diverse Career Opportunities

AI is not limited to one industry or application. Graduates with AI knowledge can find exciting career opportunities in fields such as healthcare (diagnosis and drug discovery), finance (algorithmic trading and risk assessment), marketing (personalised recommendations and customer analysis) and much more. This diversity in career prospects provides students with the flexibility to pursue their interests and adapt to evolving job markets.

Research and Innovation

The field of AI is continuously evolving, with new breakthroughs and discoveries occurring regularly. This dynamic environment encourages students to engage in research and innovation. University programs often provide students with opportunities to work on cutting-edge AI projects, contributing to the advancement of AI technology itself.

Meet the 2023 AI Awards Finalists

Best Application of AI in a Student Project

Balaji Padmanathan, University College Dublin

For his project focusing on optimising electric vehicle charging station locations in Dublin, with the aim of making Dublin more sustainable and serving as a model for global efforts to combat climate change and promote responsible urban development.

Chenyang Lyu, Dublin City University

For his research in addressing limitations in Large Language Models (LLMs) for Question Answering, focusing on integrating semantic and multimodal knowledge utilising his skills in NLP, unsupervised learning, multi-modal AI and mitigating bias in AI models.

Jamie de Paor, Munster Technological University

For his research project addressing the challenge of providing training data for indoor robotics by creating a Unity-based semantic segmentation simulator. The project aims to advance indoor autonomous robotics, potentially impacting various industries.

Lan Wei, University College Dublin

For Epi-AI, an AI-powered tool for automated seizure detection in mouse EEG data, enhancing efficiency and objectivity in epilepsy research. It accelerates drug development and fosters global collaboration, promising advancements in treatment.

The growing interest in studying AI at the university level is a testament to the profound impact that AI is having on our world. Students recognise the transformative potential of AI and are eager to be a part of this revolution.

With high demand for AI professionals, diverse career opportunities and the chance to engage in groundbreaking research, studying AI at university is a choice that promises a bright and intellectually stimulating future. 

As AI continues to shape our world, it’s no surprise that more and more students are choosing to embark on this exciting educational journey.

Book an AI Presentation today

AI Ireland offers tailored presentations catering to your industry’s needs, providing invaluable insights into the transformative power of AI technologies. Stay ahead of the curve and equip your organisation with the knowledge it needs to confidently embrace the future.

Don’t miss the opportunity to enlighten your team and stakeholders. Book a presentation today and explore how innovation is positively impacting your industry.

AI Unleashed: Navigating the AI Revolution

AI Ireland are excited to unveil our new book, “AI Unleashed: Navigating the AI Revolution,” which is now accessible for purchase on Amazon. For executives, policy architects, or technology aficionados seeking to make sense of the intricate world of AI, “AI Unleashed: Navigating the AI Revolution” is your essential handbook. Now available on Amazon Kindle or hard copy, this book furnishes you with the expertise and instruments required to employ AI both effectively and ethically.

Get your Tickets Now for the 2023 AI Awards.

The fifth annual AI Awards takes place on Tuesday November 21st at the Gibson Hotel. This is an exciting opportunity to connect and network with over 200 AI and Data professionals across the island of Ireland and hear from some of the most exciting AI applications across industry and academia spanning 12 award categories.

Don’t miss the opportunity to get your discounted Early Bird tickets now! Offer ends October 31st so head over to aiawards.ie/tickets or Eventbrite and enter the discount code EarlyBird_AIA to get your ticket for just €99. Limited tickets available; Original Price €239.