Results 111 to 120 of about 24,277 (306)
Uncertainty‐Guided Selective Adaptation Enables Cross‐Platform Predictive Fluorescence Microscopy
Advanced Intelligent Discovery, EarlyView.Deep learning models often fail when transferred to new microscopes. A novel framework overcomes this by selectively adapting the early layers governing low‐level image statistics, while freezing deep layers that encode morphology. This uncertainty‐guided approach enables robust, label‐free virtual staining across diverse systems, democratizing ...
Kai‐Wen K. Yang +9 more
wiley +1 more source
Advanced Intelligent Discovery, EarlyView.Artificial intelligence is redefining network pharmacology (NP). By integrating knowledge graph engineering, geometric deep learning, multiomics anchoring, and generative reasoning, AI‐driven NP (AI‐NP) transforms static target mapping into dynamic, predictive modeling.
Cong Wang +9 more
wiley +1 more source
The Hallucination Regime: When Coherence Replaces Reality [PDF]
“AI hallucination” is commonly framed as a reliability bug: the model outputs false content. I argue that this framing is structurally naive. Hallucination is not primarily an error-class; it is the emergence of a new epistemic regime in which coherence ...
Jovanovic, Vladisav
core
Large Language Model‐Based Chatbots in Higher Education
Advanced Intelligent Systems, Volume 7, Issue 3, March 2025.The use of large language models (LLMs) in higher education can facilitate personalized learning experiences, advance asynchronized learning, and support instructors, students, and researchers across diverse fields. The development of regulations and guidelines that address ethical and legal issues is essential to ensure safe and responsible adaptation
Defne Yigci +4 more
wiley +1 more source
Big Data and Cognitive ComputingAlthough retrieval-augmented generation (RAG) technology mitigates the hallucination issue in large language models (LLMs) by incorporating external knowledge, and combining reasoning models can further enhance RAG system performance, retrieval noise and
Yuezhao Liu +4 more
doaj +1 more source
A puzzle about hallucination [PDF]
I raise a puzzle about the 'phenomenological particularity' of hallucination. It seems possible for it to appear to a hallucinator that a particular object is present though no object is. But I show how difficult this is to sustain.
Balcarras, David
core
Hallucination experienced by the governess the turn of the screw [PDF]
, 2014 The study is talking about Hallucination. The problem of this study is how hallucination reflected in Henry James’ The Turn of The Screw. It uses psychological and sociological perspectives.
, Dr. M. Thoyibi, M.S +2 more
core
Advanced Intelligent Systems, EarlyView.OntoLogX is an autonomous AI agent that uses large language models to transform unstructured cyber security logs into ontology grounded knowledge graphs. By integrating retrieval augmented generation, iterative correction, and a light‐weight log ontology, OntoLogX produces semantically consistent intelligence that links raw log events to MITRE ATT & CK
Luca Cotti +4 more
wiley +1 more source
Advanced Intelligent Systems, EarlyView.An agentic AI‐driven decision‐support framework for prosumers is proposed, integrating PV generation, load profiling, and multihorizon optimization within a four‐agent architecture. The approach significantly reduces grid dependence, enhances self‐sufficiency and prevents system oversizing.
Adela BÂRA, Simona‐Vasilica OPREA
wiley +1 more source