TinyNS: Platform-aware neurosymbolic auto tiny machine learning

SS Saha, SS Sandha, M Aggarwal, B Wang… - ACM Transactions on …, 2024 - dl.acm.org
Machine learning at the extreme edge has enabled a plethora of intelligent, time-critical, and
remote applications. However, deploying interpretable artificial intelligence systems that can …

Machine learning and logic: a new frontier in artificial intelligence

V Ganesh, SA Seshia, S Jha - Formal Methods in System Design, 2022 - Springer
Abstract Machine learning and logical reasoning have been the two foundational pillars of
Artificial Intelligence (AI) since its inception, and yet, until recently the interactions between …

BAB Framework–Towards an Extensible Software Platform for AI-Augmented Process Aware Business Information Systems

B Bogdanović, Đ Obradović, M Segedinac… - … Technology and its …, 2024 - Springer
Modern businesses are client-centered, adaptable, and change-responsive systems. As
such, they require information systems able to perceive, reason and act in accordance with a …

Optimizing State-of-the-Art Neural Networks for Solving Complex Differential Equations and Enhancing AI Mathematical Reasoning

S Kondaveeti, P Prabhala - Authorea Preprints, 2024 - techrxiv.org
This study conducts a comprehensive analysis of artificial intelligence models' capabilities in
solving advanced mathematical problems beyond Calculus II. Notably, the research focuses …

[PDF][PDF] Challenge Problems in Developing a Neuro-Symbolic OODA Loop

A Speranzon, CH Debrunner, D Rosenbluth… - Proceedings http://ceur …, 2023 - cs.ox.ac.uk
In this paper, we analyze the role of Neuro-Symbolic (NS) methods within the standard
Observe, Orient, Decide and Act (OODA) framework and discuss their associated …

Learning, reasoning, and compositional generalisation in multimodal language models

A Dahlgren Lindström - 2024 - diva-portal.org
We humans learn language and how to interact with the world through our different senses,
grounding our language in what we can see, touch, hear, and smell. We call these streams …

[PDF][PDF] Towards an Ensemble Approach for Sensor Data Sensemaking.

A Tsitsipas - ICPRAM, 2022 - scitepress.org
In a world of uncertainty and incompleteness, one must “make sense” of found observations.
Cyber-physical systems output large quantities of data, opening massive opportunities and …

[PDF][PDF] Classification of cyberbullying in social media using Natural Language Programming method

P Vivekananth, N Sharma - 2024 - assets-eu.researchsquare.com
The evolution of internet describes the usage of Social Media (SM) which expands
drastically. This involvement continues to increase in context with the current global …

Software Platform for AI-Augmented Process Aware Business Information Systems

BABFT an Extensible - Disruptive Information Technologies for a Smart … - books.google.com
Modern businesses are client-centered, adaptable, and changeresponsive systems. As
such, they require information systems able to perceive, reason and act in accordance with a …

[PDF][PDF] Hybrid AI

A GLANCE - plattform-lernende-systeme.de
In the field of Artificial Intelligence (AI), Machine Learning (ML) with neural networks (Deep
Learning) is currently attracting a great deal of attention. The reason for this are the …