Search Results - "Bilalli, Besim"

A framework for assessing the peer review duration of journals: case study in computer science by Bilalli, Besim, Munir, Rana Faisal, Abelló, Alberto

“…In various fields, scientific article publication is a measure of productivity and in many occasions it is used as a critical factor for evaluating…”
Get full text

Quarry: A User-centered Big Data Integration Platform by Jovanovic, Petar, Nadal, Sergi, Romero, Oscar, Abelló, Alberto, Bilalli, Besim

“…Obtaining valuable insights and actionable knowledge from data requires cross-analysis of domain data typically coming from various sources. Doing so,…”
Get full text

Operationalizing and automating Data Governance by Nadal, Sergi, Jovanovic, Petar, Bilalli, Besim, Romero, Oscar

“…The ability to cross data from multiple sources represents a competitive advantage for organizations. Yet, the governance of the data lifecycle, from the data…”
Get full text

On the predictive power of meta-features in OpenML by Bilalli, Besim, Abelló, Alberto, Aluja-Banet, Tomàs

“…The demand for performing data analysis is steadily rising. As a consequence, people of different profiles (i.e., nonexperienced users) have started to analyze…”
Get full text

Advances and challenges in automated malaria diagnosis using digital microscopy imaging with artificial intelligence tools: A review by Maturana, Carles Rubio, de Oliveira, Allisson Dantas, Nadal, Sergi, Bilalli, Besim, Serrat, Francesc Zarzuela, Soley, Mateu Espasa, Igual, Elena Sulleiro, Bosch, Mercedes, Lluch, Anna Veiga, Abelló, Alberto, López-Codina, Daniel, Suñé, Tomàs Pumarola, Clols, Elisa Sayrol, Joseph-Munné, Joan

“…Malaria is an infectious disease caused by parasites of the genus Plasmodium spp. It is transmitted to humans by the bite of an infected female Anopheles…”
Get full text

iMAGING : a novel automated system for malaria diagnosis by using artificial intelligence tools and a universal low-cost robotized microscope by Maturana, Carles Rubio, de Oliveira, Allisson Dantas, Nadal, Sergi, Serrat, Francesc Zarzuela, Sulleiro, Elena, Ruiz, Edurne, Bilalli, Besim, Veiga, Anna, Espasa, Mateu, Abelló, Alberto, Suñé, Tomàs Pumarola, Segú, Marta, López-Codina, Daniel, Clols, Elisa Sayrol, Joseph-Munné, Joan

“…Malaria is one of the most prevalent infectious diseases in sub-Saharan Africa, with 247 million cases reported worldwide in 2021 according to the World Health…”
Get full text

Data pre-processing pipeline generation for AutoETL by Giovanelli, Joseph, Bilalli, Besim, Abelló, Alberto

“…Data pre-processing plays a key role in a data analytics process (e.g., applying a classification algorithm on a predictive task). It encompasses a broad range…”
Get full text

Reproducible experiments for generating pre-processing pipelines for AutoETL by Giovanelli, Joseph, Bilalli, Besim, Abelló, Alberto, Silva-Coira, Fernando, de Bernardo, Guillermo

Get full text

Intelligent assistance for data pre-processing by Bilalli, Besim, Abelló, Alberto, Aluja-Banet, Tomàs, Wrembel, Robert

“…•We leverage ideas from meta-learning to present a technique for ranking pre-processing operators depending on their impact on the final result of the data…”
Get full text

PRESISTANT: Learning based assistant for data pre-processing by Bilalli, Besim, Abelló, Alberto, Aluja-Banet, Tomàs, Wrembel, Robert

“…Data pre-processing is one of the most time consuming and relevant steps in a data analysis process (e.g., classification task). A given data pre-processing…”
Get full text

Capturing and Anticipating User Intents in Data Analytics via Knowledge Graphs by Pons, Gerard, Bilalli, Besim, Queralt, Anna

“…In today's data-driven world, the ability to extract meaningful information from data is becoming essential for businesses, organizations and researchers…”
Get full text

A data-science pipeline to enable the Interpretability of Many-Objective Feature Selection by Njoku, Uchechukwu F, Abelló, Alberto, Bilalli, Besim, Bontempi, Gianluca

“…Many-Objective Feature Selection (MOFS) approaches use four or more objectives to determine the relevance of a subset of features in a supervised learning…”
Get full text

PRESISTANT: Learning based assistant for data pre-processing by Bilalli, Besim, Abelló, Alberto, Aluja-Banet, Tomàs, Wrembel, Robert

“…Data pre-processing is one of the most time consuming and relevant steps in a data analysis process (e.g., classification task). A given data pre-processing…”
Get full text