Results 211 to 220 of about 425,331 (287)

RanBALL: An Ensemble Machine Learning Framework for Accurate Subtype Identification of Pediatric B‐Cell Acute Lymphoblastic Leukemia

Advanced Intelligent Systems, EarlyView.
Here, we present RanBALL, an ensemble random projection‐based model for accurate and cost‐effective identification of B‐cell acute lymphoblastic leukemia subtypes is presented. By preserving patient‐to‐patient distance after dimension reduction by random projection and ensemble learning, RanBALL can facilitate the discovery of B‐ALL subtype‐specific ...
Lusheng Li, Hanyu Xiao, Xinchao Wu, Zhenya Tang, Joseph D. Khoury, Jieqiong Wang, Shibiao Wan   +6 more
wiley   +1 more source

Multi-access edge computing scheduling optimization model for remote education under 6G network environment based on reinforcement learning. [PDF]

Sci Rep
Jin L, Gao X, Wang J, Yuan S.
europepmc   +1 more source

Metalearning‐Driven Inverse Optimization for Precision Microstructure Fabrication in Digital Light Processing Three‐Dimensional Printing

Advanced Intelligent Systems, EarlyView.
Metalearning‐based inverse optimization enables precise microscale three‐dimensional printing using a DLP system. Distorted structures from conventional printing are analyzed via neural network regression, which predicts optimal exposure time and mask design.
Jae Won Choi, Suhyeong Lim, Jeongsu Lee, Cheol Woo Ha   +3 more
wiley   +1 more source

Factors associated with the export of traditional Chinese medicinal products: A stochastic frontier analysis. [PDF]

PLoS One
Chen Y, Zhou S, Pei Z, Zhao W, Yang J, Hu Y, Feng X, Xu M.   +7 more
europepmc   +1 more source

Collaborative Multiagent Closed‐Loop Motion Planning for Multimanipulator Systems

Advanced Intelligent Systems, EarlyView.
This work presents a hierarchical multi‐manipulator planner, emphasizing highly overlapping space. The proposed method leverages an enhanced Dynamic Movement Primitive based planner along with an improvised Multi‐Agent Reinforcement Learning approach to ensure regulatory and mediatory control while ensuring low‐level autonomy. Experiments across varied
Tian Xu, Siddharth Singh, Qing Chang
wiley   +1 more source

Noise-aware training of neuromorphic dynamic device networks. [PDF]

Nat Commun
Manneschi L, Vidamour IT, Stenning KD, Swindells C, Venkat G, Griffin D, Gui L, Sonawala D, Donskikh D, Hariga D, Donati E, Stepney S, Branford WR, Gartside JC, Hayward TJ, Ellis MOA, Vasilaki E.   +16 more
europepmc   +1 more source

Phylogenomics, ecomorphological evolution, and historical biogeography in Deuterocohnia (Bromeliaceae: Pitcairnioideae)

American Journal of Botany, EarlyView.
Abstract Premise Species of Deuterocohnia (17 spp.) show extraordinary variation in elevation (0–3900 m a.s.l.) and growth forms, and many have narrow geographic distributions in the west‐central Andes and the Peru‐Chile coast. Previous research using few plastid and nuclear loci failed to produce well‐resolved or supported phylogenies.
Bing Li, Nicole Schütz, Kurt Weising, Georg Zizka, Jacob B. Landis, Thomas J. Givnish   +5 more
wiley   +1 more source

Predicting landscape disturbance using adult Trichoptera: one (caddis) metric to rule them all? [PDF]

Zookeys
Houghton DC.
europepmc   +1 more source

Non‐Synaptic Function and Localization of Syntaxin‐Binding Protein 1 in a Mouse Model of STXBP1‐Related Epileptic Encephalopathy

Annals of Neurology, EarlyView.
Objective De novo mutations in the syntaxin‐binding protein 1 (STXBP1), encoded by STXBP1, are among the most prevalent causes of variable neurodevelopmental disorders, including epileptic encephalopathy, developmental delay, and movement disorders.
Tao Yang, Rajat Banerjee, Yamei Deng, Sheetal Jahagirdar1, Alexey I. Nesvizhskii, Michael D. Uhler, Jack M. Parent, Yu Wang   +7 more
wiley   +1 more source

Determining Material Removal and Electrode Wear in Electric Discharge Machining with a Generalist Machine Learning Framework. [PDF]

Materials (Basel)
Cortés-Mendoza JM, Żyra A, Tchernykh A, González-Vélez H.   +3 more
europepmc   +1 more source