Results 81 to 90 of about 142,887 (185)

The reproducibility gap in graph neural network workflows for cell dynamics: A checklist‐driven case study

Journal of Microscopy, EarlyView.
Abstract As part of a Global BioImage Analysts' Society (GloBIAS) initiative, we evaluated the reproducibility of a Graph Neural Network (GNN) study on cell dynamics using structured, community‐developed checklists from the Quality Assessment and Reproducibility for Instruments and Images in Light Microscopy (QUAREP‐LiMi) initiative.
Martin Schätz, Ko Sugawara
wiley   +1 more source

A Comparison of Different Apache Spark Versions

, 2019
U ovom radu opisani su osnovi koncepti platforme Apache Spark, komponente platforme Apache Spark (Spark Core, Spark Streaming, Spark SQL, Spark MLlib, Spark GraphX), mogućnosti pokretanja aplikacije te upravljanja resursima.
Herceg, Filip
core  

Experimenting sensitivity-based anonymization framework in apache spark

Journal of Big Data, 2018
One of the biggest concerns of big data and analytics is privacy. We believe the forthcoming frameworks and theories will establish several solutions for the privacy protection.
Mohammed Al-Zobbi, Seyed Shahrestani, Chun Ruan   +2 more
doaj   +1 more source

Restoring, Protecting, and Expanding Abortion Access in the United States: Seeking Consensus Through the Delphi Method

Perspectives on Sexual and Reproductive Health, EarlyView.
ABSTRACT Introduction The Dobbs v. Jackson Women's Health Organization United States (US) Supreme Court decision exacerbated inequitable access to abortion rights in the United States. This study aimed to determine the degree of agreement on which strategies should be prioritized to restore, protect, and expand abortion access. Methodology From July to
Sarah Pickering, Meredith Manze, Jeffrey V Lazarus, Diana Romero, the Abortion Access Delphi Project Panel, Roula AbiSamra, Kelly Baden, Nerys Benfield, Erin Berry, Kris Brandi, Lisley Canales, Jen Castle, Wendy Chavkin, Kamyon Conner, Jennifer Driver, Eve Espey, Marisa Falcon, Liza Fuentes, Kristina Gemzell‐Danielsson, Marlene Gerber Fried, Lawrence Gostin, Lorie Harper, Lisa H. Harris, Asha Hassan, Mashayla Hays, Kwajelyn J. Jackson, Shivana Jorawar, Farzana Kapadia, Natalie Kapp, Kimberly Kelly, Camille Kidd, Hazar Khidir, Rachael Lorenzo, Jodi Magee, Terry McGovern, Colleen McNicholas, Margaret Montoya, Angela Moreno, Heidi Moseson, Alison Norris, Judy Norsigian, Lynn Paltrow, Isra Pananon Weeks, Maria A. Phillis, Rebecca B. Reingold, Whitney S. Rice, Dorothy E. Roberts, Lynn Roberts, Blake Rocap, DeShawn Taylor, Mishka Terplan, Terri‐Ann Thompson, Lin‐Fan Wang, Indra Wood Lusero, Nikki Zite   +54 more
wiley   +1 more source

TRANSMUT-SPARK: Transformation Mutation for Apache Spark

, 2022
International audienceThis paper proposes TRANSMUT-SPARK for automating mutation testing of Big Data processing code within Spark programs. Apache Spark is an engine for Big Data Analytics/Processing that hides the inherent complexity of parallel Big ...
Martins Moreira, Anamaria, Batista de Souza Neto, João, Vargas-Solar, Genoveva, Musicante, Martin, A   +3 more
core   +1 more source

Multi-Aspect Incremental Tensor Decomposition Based on Distributed In-Memory Big Data Systems

Journal of Data and Information Science, 2020
We propose InParTen2, a multi-aspect parallel factor analysis three-dimensional tensor decomposition algorithm based on the Apache Spark framework. The proposed method reduces re-decomposition cost and can handle large tensors.
Yang Hye-Kyung, Yong Hwan-Seung
doaj   +1 more source

Living in the Mycelial World

Topics in Cognitive Science, EarlyView.
Abstract This manuscript documents a systematic ethnomycological analysis of ethnographic archives. Focusing on texts describing human–fungi interactions, I conduct a global, cross‐cultural review of mushroom use, covering 193 societies worldwide. The study reveals diverse mushroom‐related cultural practices, emphasizing the significance of fungi ...
Roope O. Kaaronen
wiley   +1 more source

Machine Learning im Big Data Umfeld – Experimenteller Vergleich von Apache Flink und Apache Spark [PDF]

, 2019
Das Große Thema in der Informatik ist zur Zeit der Bereich der „Künstlichen Intelligenz“, ein Teilbereich aus diesem ist das „Maschinelle Lernen“. Die Open Source Big Data Frameworks Apache Flink und Apache Spark bieten verschiedene Bibliotheken und ...
Bruhns, Jannik
core  

Comparison of Hadoop Mapreduce and Apache Spark in Big Data Processing with Hgrid247-DE

Journal of Applied Informatics and Computing
In today’s rapidly evolving information technology landscape, managing and analyzing big data has become one of the most significant challenges. This paper explores the implementation of two major frameworks for big data processing: Hadoop MapReduce and ...
Firmania Dwi Utami, Femi Dwi Astuti
doaj   +1 more source

Ten quick tips for bioinformatics analyses using an Apache Spark distributed computing environment. [PDF]

PLoS Comput Biol, 2023
Chicco D, Ferraro Petrillo U, Cattaneo G.   +2 more
europepmc   +1 more source