NSF-MAP: Neurosymbolic Multimodal Fusion for Robust and Interpretable Anomaly Prediction in Assembly Pipelines
Fuente:
arXiv
Saved in:
| Main Authors: | Shyalika, Chathurangi, Prasad, Renjith, Kalach, Fadi El, Venkataramanan, Revathy, Zand, Ramtin, Harik, Ramy, Sheth, Amit |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
AssemAI: Interpretable Image-Based Anomaly Detection for Manufacturing Pipelines
by: Prasad, Renjith, et al.
Published: (2024)
by: Prasad, Renjith, et al.
Published: (2024)
Evaluating the Role of Data Enrichment Approaches Towards Rare Event Analysis in Manufacturing
by: Shyalika, Chathurangi, et al.
Published: (2024)
by: Shyalika, Chathurangi, et al.
Published: (2024)
CausalTrace: A Neurosymbolic Causal Analysis Agent for Smart Manufacturing
by: Shyalika, Chathurangi, et al.
Published: (2025)
by: Shyalika, Chathurangi, et al.
Published: (2025)
IndustryAssetEQA: A Neurosymbolic Operational Intelligence System for Embodied Question Answering in Industrial Asset Maintenance
by: Shyalika, Chathurangi, et al.
Published: (2026)
by: Shyalika, Chathurangi, et al.
Published: (2026)
CausalPulse: An Industrial-Grade Neurosymbolic Multi-Agent Copilot for Causal Diagnostics in Smart Manufacturing
by: Shyalika, Chathurangi, et al.
Published: (2026)
by: Shyalika, Chathurangi, et al.
Published: (2026)
Neurosymbolic AI approach to Attribution in Large Language Models
by: Tilwani, Deepa, et al.
Published: (2024)
by: Tilwani, Deepa, et al.
Published: (2024)
Time Series Foundational Models: Their Role in Anomaly Detection and Prediction
by: Shyalika, Chathurangi, et al.
Published: (2024)
by: Shyalika, Chathurangi, et al.
Published: (2024)
A Comprehensive Survey on Rare Event Prediction
by: Shyalika, Chathurangi, et al.
Published: (2023)
by: Shyalika, Chathurangi, et al.
Published: (2023)
A Survey on Food Ingredient Substitutions
by: Kim, Hyunwook, et al.
Published: (2024)
by: Kim, Hyunwook, et al.
Published: (2024)
SmartPilot: A Multiagent CoPilot for Adaptive and Intelligent Manufacturing
by: Shyalika, Chathurangi, et al.
Published: (2025)
by: Shyalika, Chathurangi, et al.
Published: (2025)
Time-Series Forecasting in Smart Manufacturing Systems: An Experimental Evaluation of the State-of-the-art Algorithms
by: Farahani, Mojtaba A., et al.
Published: (2024)
by: Farahani, Mojtaba A., et al.
Published: (2024)
DETONATE: A Benchmark for Text-to-Image Alignment and Kernelized Direct Preference Optimization
by: Prasad, Renjith, et al.
Published: (2025)
by: Prasad, Renjith, et al.
Published: (2025)
Analog and Multi-modal Manufacturing Datasets Acquired on the Future Factories Platform V2
by: Harik, Ramy, et al.
Published: (2025)
by: Harik, Ramy, et al.
Published: (2025)
Analog and Multi-modal Manufacturing Datasets Acquired on the Future Factories Platform
by: Harik, Ramy, et al.
Published: (2024)
by: Harik, Ramy, et al.
Published: (2024)
Neurosymbolic AI for Enhancing Instructability in Generative AI
by: Sheth, Amit, et al.
Published: (2024)
by: Sheth, Amit, et al.
Published: (2024)
VR-based Blockchain-enabled Data Visualization Framework For Manufacturing Industry
by: Saha, Nitol, et al.
Published: (2024)
by: Saha, Nitol, et al.
Published: (2024)
Knowledge Graphs of Driving Scenes to Empower the Emerging Capabilities of Neurosymbolic AI
by: Wickramarachchi, Ruwan, et al.
Published: (2024)
by: Wickramarachchi, Ruwan, et al.
Published: (2024)
LLMPi: Optimizing LLMs for High-Throughput on Raspberry Pi
by: Ardakani, Mahsa, et al.
Published: (2025)
by: Ardakani, Mahsa, et al.
Published: (2025)
Flex-TPU: A Flexible TPU with Runtime Reconfigurable Dataflow Architecture
by: Elbtity, Mohammed, et al.
Published: (2024)
by: Elbtity, Mohammed, et al.
Published: (2024)
Multi-Objective Neural Architecture Search for In-Memory Computing
by: Amin, Md Hasibul, et al.
Published: (2024)
by: Amin, Md Hasibul, et al.
Published: (2024)
Matmul or No Matmul in the Era of 1-bit LLMs
by: Malekar, Jinendra, et al.
Published: (2024)
by: Malekar, Jinendra, et al.
Published: (2024)
Realtime Facial Expression Recognition: Neuromorphic Hardware vs. Edge AI Accelerators
by: Smith, Heath, et al.
Published: (2024)
by: Smith, Heath, et al.
Published: (2024)
Results and Retrospective Analysis of the CODS 2025 AssetOpsBench Challenge
by: Patel, Dhaval, et al.
Published: (2026)
by: Patel, Dhaval, et al.
Published: (2026)
XbarSim: A Decomposition-Based Memristive Crossbar Simulator
by: Kolinko, Anzhelika, et al.
Published: (2024)
by: Kolinko, Anzhelika, et al.
Published: (2024)
SEF-MAP: Subspace-Decomposed Expert Fusion for Robust Multimodal HD Map Prediction
by: Fu, Haoxiang, et al.
Published: (2026)
by: Fu, Haoxiang, et al.
Published: (2026)
Time-Series Classification in Smart Manufacturing Systems: An Experimental Evaluation of State-of-the-Art Machine Learning Algorithms
by: Farahani, Mojtaba A., et al.
Published: (2023)
by: Farahani, Mojtaba A., et al.
Published: (2023)
NeuroLit Navigator: A Neurosymbolic Approach to Scholarly Article Searches for Systematic Reviews
by: Khandelwal, Vedant, et al.
Published: (2025)
by: Khandelwal, Vedant, et al.
Published: (2025)
A Domain-Agnostic Neurosymbolic Approach for Big Social Data Analysis: Evaluating Mental Health Sentiment on Social Media during COVID-19
by: Khandelwal, Vedant, et al.
Published: (2024)
by: Khandelwal, Vedant, et al.
Published: (2024)
CrossNAS: A Cross-Layer Neural Architecture Search Framework for PIM Systems
by: Amin, Md Hasibul, et al.
Published: (2025)
by: Amin, Md Hasibul, et al.
Published: (2025)
Rep Smarter, Not Harder: AI Hypertrophy Coaching with Wearable Sensors and Edge Neural Networks
by: King, Grant, et al.
Published: (2025)
by: King, Grant, et al.
Published: (2025)
ViSTR-GP: Online Cyberattack Detection via Vision-to-State Tensor Regression and Gaussian Processes in Automated Robotic Operations
by: Aftabi, Navid, et al.
Published: (2025)
by: Aftabi, Navid, et al.
Published: (2025)
Proof of Thought : Neurosymbolic Program Synthesis allows Robust and Interpretable Reasoning
by: Ganguly, Debargha, et al.
Published: (2024)
by: Ganguly, Debargha, et al.
Published: (2024)
Towards Efficient Deployment of Hybrid SNNs on Neuromorphic and Edge AI Hardware
by: Seekings, James, et al.
Published: (2024)
by: Seekings, James, et al.
Published: (2024)
Tech and Integrity: Exploring the Intersection of Tech and Ethics
by: Revathy K
Published: (2025)
by: Revathy K
Published: (2025)
Interpreting Reactor Antineutrino Anomalies
by: Atmani, Ilham El
Published: (2024)
by: Atmani, Ilham El
Published: (2024)
HiRISE: High-Resolution Image Scaling for Edge ML via In-Sensor Compression and Selective ROI
by: Reidy, Brendan, et al.
Published: (2024)
by: Reidy, Brendan, et al.
Published: (2024)
PIM-LLM: A High-Throughput Hybrid PIM Architecture for 1-bit LLMs
by: Malekar, Jinendra, et al.
Published: (2025)
by: Malekar, Jinendra, et al.
Published: (2025)
SUS backprop: linear backpropagation algorithm for long inputs in transformers
by: Pankov, Sergey, et al.
Published: (2025)
by: Pankov, Sergey, et al.
Published: (2025)
Leveraging Security Observability to Strengthen Security of Digital Ecosystem Architecture
by: Ramachandran, Renjith
Published: (2024)
by: Ramachandran, Renjith
Published: (2024)
An empirical research and comparative analysis of clustering performance for processing categorical and numerical data extracts from social media
by: Shini Renjith
Published: (2022)
by: Shini Renjith
Published: (2022)
Similar Items
-
AssemAI: Interpretable Image-Based Anomaly Detection for Manufacturing Pipelines
by: Prasad, Renjith, et al.
Published: (2024) -
Evaluating the Role of Data Enrichment Approaches Towards Rare Event Analysis in Manufacturing
by: Shyalika, Chathurangi, et al.
Published: (2024) -
CausalTrace: A Neurosymbolic Causal Analysis Agent for Smart Manufacturing
by: Shyalika, Chathurangi, et al.
Published: (2025) -
IndustryAssetEQA: A Neurosymbolic Operational Intelligence System for Embodied Question Answering in Industrial Asset Maintenance
by: Shyalika, Chathurangi, et al.
Published: (2026) -
CausalPulse: An Industrial-Grade Neurosymbolic Multi-Agent Copilot for Causal Diagnostics in Smart Manufacturing
by: Shyalika, Chathurangi, et al.
Published: (2026)