Muscle &Nerve, Volume 74, Issue 2, Page 390-396, August 2026.ABSTRACT Introduction/Aims Electrodiagnostic (EDX) studies comprise nerve conduction studies (NCS) and needle electromyography (EMG). However, EDX reporting is heterogeneous across laboratories and often requires time‐consuming documentation. We aimed to evaluate a hybrid rule‐based and constrained large language model (LLM) system that drafts EDX ...
Yesung Jung +3 more
wiley +1 more source
Enhanced fuzzy combined techniques for group decision-making with 2-tuple linguistic neutrosophic number and applications to sports event brand building evaluation. [PDF]
Sci RepLian J, Guo H, Hwan CK, Meng Y.
europepmc +1 more source
Efficient Tensor Completion Algorithms for Highly Oscillatory Operators
Numerical Linear Algebra with Applications, Volume 33, Issue 4, August 2026.ABSTRACT We address the problem of recovering highly oscillatory operators, represented as n×n$$ n\times n $$ matrices with a fixed set of observed entries. Given that these matrices can be well compressed by butterfly matrix decomposition of L=𝒪(logn) levels requiring only O(nlogn)$$ O\left(n\log n\right) $$ degrees of freedom, we propose a novel ...
Navjot Singh +3 more
wiley +1 more source
A cloud server centric multifactor lightweight authentication scheme for eHealth systems. [PDF]
Sci RepGairola D, Maurya PK, Chanda A.
europepmc +1 more source
Randomized Algorithms for Streaming Low‐Rank Approximation in Tree Tensor Network Format
Numerical Linear Algebra with Applications, Volume 33, Issue 4, August 2026.ABSTRACT In this work, we present the tree tensor network Nyström (TTNN), an algorithm that extends recent research on streamable tensor approximation, such as for Tucker and tensor‐train formats, to the more general tree tensor network format, enabling a unified treatment of various existing methods.
Alberto Bucci, Gianfranco Verzella
wiley +1 more source
Research on adaptive distributed optimal resource allocation consistency algorithm in WAN environment. [PDF]
Sci RepSun L.
europepmc +1 more source
On Making Informed Decisions Regarding Clustering Event Logs in Process Discovery
Expert Systems, Volume 43, Issue 8, August 2026.ABSTRACT Process discovery is intended to machine‐learn process models by analysing event logs that record how real processes work. The resulting models tend to be complex because they must account for all the variability in the event logs. It is agreed that clustering the input event log prior to discovery may result in better models.
Belén Ramos‐Gutiérrez +5 more
wiley +1 more source
A Scalable Approach to IoT Interoperability: The Share Pattern. [PDF]
Sensors (Basel)Petracci R, Culmone R.
europepmc +1 more source
The Mathematical History Behind the Granger–Johansen Representation Theorem
Oxford Bulletin of Economics and Statistics, Volume 88, Issue 4, Page 587-602, August 2026.ABSTRACT When can a vector time series that is integrated once (i.e., becomes stationary after taking first differences) be described in error correction form? The answer to this is provided by the Granger–Johansen representation theorem. From a mathematical point of view, the theorem can be viewed as essentially a statement concerning the geometry of ...
Johannes M. Schumacher
wiley +1 more source
Grammar-driven SMILES standardization with <i>TokenSMILES</i>. [PDF]
Chem SciGonzalez-Ortiz LA +7 more
europepmc +1 more source