Web Application Attack Detection using Deep Learning [PDF]
arXiv, 2020 Modern web applications are dominated by HTTP/HTTPS messages that consist of one or more headers, where most of the exploits and payloads can be injected by attackers. According to the OWASP, the 80 percent of the web attacks are done through HTTP/HTTPS requests queries.
arxiv
An evolutionary model-based algorithm for accurate phylogenetic breakpoint mapping and subtype prediction in HIV-1. [PDF]
PLoS Computational Biology, 2009 Genetically diverse pathogens (such as Human Immunodeficiency virus type 1, HIV-1) are frequently stratified into phylogenetically or immunologically defined subtypes for classification purposes.
Sergei L Kosakovsky Pond +9 more
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Trash Taxonomy Tool: harmonizing classification systems used to describe trash in environments
Microplastics and Nanoplastics, 2022 Despite global efforts to monitor, mitigate against, and prevent trash (mismanaged solid waste) pollution, no harmonized trash typology system has been widely adopted worldwide. This impedes the merging of datasets and comparative analyses.
Hannah Hapich +23 more
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SaGe: Web Preemption for Public SPARQL Query Services [PDF]
Proceedings of the 2019 World Wide Web Conference (WWW'19), 2019 To provide stable and responsive public SPARQL query services, data providers enforce quotas on server usage. Queries which exceed these quotas are interrupted and deliver partial results. Such interruption is not an issue if it is possible to resume queries execution afterward.
arxiv +1 more source
E3S Web of Conferences, 2016 Recently, the National Meteorological Administration initiated and started to implement user-driven services, based on satellite remote sensing and geo-information capacities.
Stancalie Gheorghe +2 more
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Oasis 2: improved online analysis of small RNA-seq data
BMC Bioinformatics, 2018 Background Small RNA molecules play important roles in many biological processes and their dysregulation or dysfunction can cause disease. The current method of choice for genome-wide sRNA expression profiling is deep sequencing.
Raza-Ur Rahman +8 more
doaj +1 more source
SVM-Prot 2016: A Web-Server for Machine Learning Prediction of Protein Functional Families from Sequence Irrespective of Similarity. [PDF]
PLoS ONE, 2016 Knowledge of protein function is important for biological, medical and therapeutic studies, but many proteins are still unknown in function. There is a need for more improved functional prediction methods.
Ying Hong Li +12 more
doaj +1 more source
Webly Supervised Image Classification with Metadata: Automatic Noisy Label Correction via Visual-Semantic Graph [PDF]
, 2020 Webly supervised learning becomes attractive recently for its efficiency in data expansion without expensive human labeling. However, adopting search queries or hashtags as web labels of images for training brings massive noise that degrades the performance of DNNs.
arxiv +1 more source
User Intent Inference for Web Search and Conversational Agents [PDF]
arXiv, 2020 User intent understanding is a crucial step in designing both conversational agents and search engines. Detecting or inferring user intent is challenging, since the user utterances or queries can be short, ambiguous, and contextually dependent. To address these research challenges, my thesis work focuses on: 1) Utterance topic and intent classification
arxiv
Quality Improvement of Information Retrieval System Results by Document Classification
International Journal of Information and Communication Technology Research, 2013 In traditional search engines, the most common way to show results for a query is to list documents in order of their computed relevance to the query. However, the ranking is independent of the topic of the document;so the results of different topics are
Mojgan Farhoodi +2 more
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