Results 101 to 110 of about 139,550 (318)
Advanced Intelligent Discovery, EarlyView.This perspective highlights how knowledge‐guided artificial intelligence can address key challenges in manufacturing inverse design, including high‐dimensional search spaces, limited data, and process constraints. It focused on three complementary pillars—expert‐guided problem definition, physics‐informed machine learning, and large language model ...
Hugon Lee +3 more
wiley +1 more source
Advanced Intelligent Systems, EarlyView.This article offers a comprehensive review of topic modeling techniques, tracing their evolution from inception to recent developments. It explores methods such as latent Dirichlet allocation, latent semantic analysis, non‐negative matrix factorization, probabilistic latent semantic analysis, Top2Vec, and BERTopic, highlighting their strengths ...
Pratima Kumari +6 more
wiley +1 more source
Finding solution by Tabu search [PDF]
Songklanakarin Journal of Science and Technology (SJST), 2003 In this paper, the method of finding the solution by Tabu search is addressed. Tabu search is one of the local search heuristics, which has been applied extensively in operations research works.
Ratanamanee, W., Pathumnakul, S.
doaj
Determining blocking factors for sequential files by heuristic methods [PDF]
, 1977 Olli Nevalainen, M. Vesterinen
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A Task and Motion Planning Framework for Partially Observable Household Manipulation Scenes
Advanced Intelligent Systems, EarlyView.This paper presents a novel TAMP framework tackling partial observability, cluttered scenes, and vague goals via symbolic reasoning and occlusion‐aware planning. It outperforms prior learning, policy, and LLM‐based methods in six real and simulated household tasks.
Yuhong Ma +3 more
wiley +1 more source
A Comparison of Exact and Heuristic Routines for Lot-Size Determination in Multi-Stage Assembly Systems [PDF]
, 1972 Wallace B. Crowston +2 more
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A Novel Semi‐Automated Pipeline for Optimizing 3D‐Printed Drug Formulations
Advanced Intelligent Systems, EarlyView.A novel, semi‐automated deep learning and differential evolution pipeline designed for generating medicines for 3D‐printed medicines is introduced. This pipeline successfully generates a diverse range of drug formulations with an 80% printing success rate and 92% accuracy in predicting printing parameters.
Youssef Abdalla +8 more
wiley +1 more source
A heuristic approach to inductive inference in fact retrieval systems [PDF]
, 1974 Charles William Skinner
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CoRoFR: Community Detection of Feature Graph Improves Feature Selection Using Robust Fuzzy Rough Set
Advanced Intelligent Systems, EarlyView.In machine learning, features often function as communities in many tasks, especially in medicine. However, existing feature selection methods struggle to mine feature collaborations, which can boost predictive performance. Moreover, they are noise‐sensitive, leading to suboptimal feature selection and accuracy degradation.
Duanyang Feng +4 more
wiley +1 more source