New Heuristics for Stable LDA Parameter Search
Computational Intelligence, Volume 42, Issue 3, June 2026.ABSTRACT The Latent Dirichlet Allocation (LDA) algorithm automatically extracts latent topics from a textual corpus, but configuring its parameters can be difficult and time‐consuming. Optimization algorithms can help determine the best parameters, but not necessarily the optimal ones.
Simon‐Olivier Harel +2 more
wiley +1 more source
A Tree-Based Model for Addressing Sparsity and Taxa Covariance in Microbiome Compositional Count Data. [PDF]
Stat MedWang Z, Mao J, Ma L.
europepmc +1 more source
European Journal of Neurology, Volume 33, Issue 6, June 2026.ABSTRACT Background Noninvasive neuromodulation has emerged as a promising approach for acute and preventive treatment of migraine and cluster headache. This systematic review evaluates how noninvasive neuromodulation trials align with guidelines by the International Headache Society (IHS), their efficacy on IHS‐recommended outcomes, and the robustness
Javiera Canales‐Rodríguez +6 more
wiley +1 more source
Data Resolution and Model Complexity in Pluvial Flood Risk Assessment: Insights and Trade‐Offs
Journal of Flood Risk Management, Volume 19, Issue 2, June 2026.ABSTRACT The increasing severity and frequency of urban pluvial floods has prompted numerous research studies on pluvial flood risk assessment. However, the literature reveals significant variability in the data resolutions and model types employed.
Fabrizia Fappiano +2 more
wiley +1 more source
Time-Processing, Daily Time Management, and Autonomy in School-Age Children with ADHD Compared to Typically Developing Children and Children with Intellectual Disabilities-Different Patterns. [PDF]
Children (Basel)Wennberg B +4 more
europepmc +1 more source
Journal of Flood Risk Management, Volume 19, Issue 2, June 2026.ABSTRACT Preparing for unprecedented natural hazard events is challenging because the lack of records and experience makes it impossible to know how such events will unfold. Repeated record‐breaking floods in central Europe have increased awareness of the need for proactive planning beyond observed extremes.
Lukas Munz +4 more
wiley +1 more source
Identification of candidate loci regulating seed-associated traits in soybean using genome-wide association study and image-based high-throughput phenotyping. [PDF]
Front Plant SciChowdhury S +7 more
europepmc +1 more source
Building‐Scale Flood Hazard Modelling for Risk Assessment of Cultural Heritage
Journal of Flood Risk Management, Volume 19, Issue 2, June 2026.ABSTRACT Flooding is among the most frequent natural hazards threatening cultural heritage sites, yet current flood hazard studies often operate at urban or regional scales. While building‐scale damage models exist, they generally rely on flood depth inputs from large‐scale inundation models, inputs that may fail to capture the internal complexity of ...
Chiara Arrighi +2 more
wiley +1 more source
Multicyclic D‐Stereospecific Hydrolase Dimer With High Sustained Activity
Angewandte Chemie, Volume 138, Issue 22, 25 May 2026.Protein macrocyclization was applied to a thermally unstable D‐stereospecific hydrolase using in situ cyclization of proteins (INCYPRO). This site‐specific cross‐linking approach enhanced the resistance of the enzyme to heat and cosolvents.
Anissa Haim +10 more
wiley +2 more sources