Can Triplet Loss Be Used for Multi-Label Few-Shot Classification? A Case Study
Few-shot learning is a deep learning subfield that is the focus of research nowadays. This paper addresses the research question of whether a triplet-trained Siamese network, initially designed for multi-class classification, can effectively handle multi-
Gergely Márk Csányi+6 more
doaj +1 more source
Knowledge Management in Software Engineering: A Systematic Review of Studied Concepts, Findings and Research Methods Used [PDF]
Software engineering is knowledge-intensive work, and how to manage software engineering knowledge has received much attention. This systematic review identifies empirical studies of knowledge management initiatives in software engineering, and discusses the concepts studied, the major findings, and the research methods used.
arxiv +1 more source
Transforming big data into knowledge: the role of knowledge management practice
Purpose The purpose of this paper is to empirically investigate how big data collected from social media contribute to knowledge management practices, innovation processes and business performance.
R. Chierici+3 more
semanticscholar +1 more source
A Bootstrapping Framework With Interactive Information Modeling for Network Alignment
Network alignment is an emerging research topic with great utility value. Its purpose is to recover the hidden alignment between different networks for subsequent cross-network research.
Xuezhi Cao, Weinan Zhang, Yong Yu
doaj +1 more source
SPI-Hub™: a gateway to scholarly publishing information
Background: Advances in the health sciences rely on sharing research and data through publication. As information professionals are often asked to contribute their knowledge to assist clinicians and researchers in selecting journals for publication, the ...
Taneya Y. Koonce+9 more
doaj +1 more source
Distributed Knowledge Management
In dynamic markets (characterized by the specialization of work, outsourcing processes, just-in-time and distributed productions, etc.), firms have moved from hierarchical structures to networked models. These are based on both intraorganizational networks among strategic units, divisions, groups, and so on; and interorganizational networks, such as ...
Cuel R., Bouquet P., Bonifacio M.
openaire +2 more sources
Molecular and functional profiling unravels targetable vulnerabilities in colorectal cancer
We used whole exome and RNA‐sequencing to profile divergent genomic and transcriptomic landscapes of microsatellite stable (MSS) and microsatellite instable (MSI) colorectal cancer. Alterations were classified using a computational score for integrative cancer variant annotation and prioritization.
Efstathios‐Iason Vlachavas+15 more
wiley +1 more source
Risk terrain modeling for monitoring illicit drugs markets across Bogota, Colombia
Colombia has gone from being a producer and exporter of illicit drugs to becoming a country where consumption also plays an important role. In Bogota, as result of specific policies adopted by the authorities that hit illicit drugs hot spots, the sale ...
José A. Escudero, Boris Ramírez
doaj +1 more source
An Introduction to Knowledge Management [PDF]
Knowledge has been lately recognized as one of the most important assets of organizations. Managing knowledge has grown to be imperative for the success of a company. This paper presents an overview of Knowledge Management and various aspects of secure knowledge management.
arxiv
Adverse prognosis gene expression patterns in metastatic castration‐resistant prostate cancer
We aggregated a cohort of 1012 mCRPC tissue samples from 769 patients and investigated the association of gene expression‐based pathways with clinical outcomes. Loss of AR signaling, high proliferation, and a glycolytic phenotype were independently prognostic for poor outcomes, and an adverse transcriptional feature score incorporating these pathways ...
Marina N. Sharifi+26 more
wiley +1 more source