Results 51 to 60 of about 27,811 (284)
Advanced Science, EarlyView.Understanding protein sequence–function relationships remains challenging due to poorly defined motifs and limited residue‐level annotations. An annotation‐agnostic framework is introduced that segments protein sequences into “protein words” using attention patterns from protein language models.
Hedi Chen +9 more
wiley +1 more source
Secure Cloud Storage with Client-Side Encryption Using a Trusted Execution Environment
, 2020 With the evolution of computer systems, the amount of sensitive data to be stored as well as the number of threats on these data grow up, making the data confidentiality increasingly important to computer users.
da Rocha, Marciano +5 more
core +1 more source
Large Language Model in Materials Science: Roles, Challenges, and Strategic Outlook
Advanced Intelligent Discovery, EarlyView.Large language models (LLMs) are reshaping materials science. Acting as Oracle, Surrogate, Quant, and Arbiter, they now extract knowledge, predict properties, gauge risk, and steer decisions within a traceable loop. Overcoming data heterogeneity, hallucinations, and poor interpretability demands domain‐adapted models, cross‐modal data standards, and ...
Jinglan Zhang +4 more
wiley +1 more source
Advanced Intelligent Systems, EarlyView.FTGRN introduces an LLM‐enhanced framework for gene regulatory network inference through a two‐stage workflow. It combines a Transformer‐based model, pretrained on GPT‐4 derived gene embeddings and regulatory knowledge, with a fine‐tuning stage utilizing single‐cell RNA‐seq data.
Guangzheng Weng +7 more
wiley +1 more source
Implementation of Deduplication on Encrypted Big-data using Signcryption for cloud storage applications [PDF]
, 2018 As Big Data Cloud storage servers are getting widespread the shortage of disc space within the cloud becomes a major concern. The elimination of duplicate or redundant data, particularly in computer data is named deduplication.
Archana, A +2 more
core
American Journal of Hematology, EarlyView.ABSTRACT Mantle cell lymphoma (MCL) is a B‐cell malignancy with a chronically relapsing clinical course and pronounced genetic heterogeneity. To investigate the clonal dynamics underlying early disease relapse, we performed single‐cell RNA sequencing of paired tumor samples collected at diagnosis and at first relapse. Inference of copy number variants (
Dmitry Manakov +14 more
wiley +1 more source
Dynamic Deduplication Decision in a Hadoop Distributed File System
International Journal of Distributed Sensor Networks, 2014 Data are generated and updated tremendously fast by users through any devices in anytime and anywhere in big data. Coping with these multiform data in real time is a heavy challenge. Hadoop distributed file system (HDFS) is designed to deal with data for
Ruay-Shiung Chang +3 more
doaj +1 more source
Blockchain-Based Fair Payment Protocol for Deduplication Cloud Storage System
IEEE Access, 2019 Today more and more enterprises and individuals are outsourcing their data to cloud storage system. Data deduplication is one of the important technologies to reduce the storage cost of cloud storage system.
Shangping Wang +2 more
doaj +1 more source
Effective use of data deduplication technology [PDF]
, 2017 Today the deduplication experiences a rebirth, becoming an integral part of the technologies applied in processing of modern data arrays. However existence of this function not always provides to customers notable advantages, its efficiency in many ...
Протасова, А. А.
core
Indeterministic Handling of Uncertain Decisions in Duplicate Detection [PDF]
, 2010 In current research, duplicate detection is usually considered as a deterministic approach in which tuples are either declared as duplicates or not. However, most often it is not completely clear whether two tuples represent the same real-world entity or
Keulen, Maurice van +2 more
core +2 more sources