Molecular-level similarity search brings computing to DNA data storage. [PDF]
Nat Commun, 2021 As global demand for digital storage capacity grows, storage technologies based on synthetic DNA have emerged as a dense and durable alternative to traditional media.
Bee C +8 more
europepmc +2 more sources
Heterogeneous Information Network-Based Patient Similarity Search [PDF]
Frontiers in Cell and Developmental Biology, 2021 Patient similarity search is a fundamental and important task in artificial intelligence-assisted medicine service, which is beneficial to medical diagnosis, such as making accurate predictions for similar diseases and recommending personalized treatment
Hao-zhe Huang +7 more
doaj +2 more sources
Indexing Metric Spaces for Exact Similarity Search [PDF]
ACM Computing Surveys, 2020 With the continued digitalization of societal processes, we are seeing an explosion in available data. This is referred to as big data. In a research setting, three aspects of the data are often viewed as the main sources of challenges when attempting to
Chen, Lu +6 more
core +2 more sources
Automating the search for a patent's prior art with a full text similarity search. [PDF]
PLoS One, 2019 More than ever, technical inventions are the symbol of our society’s advance. Patents guarantee their creators protection against infringement. For an invention being patentable, its novelty and inventiveness have to be assessed.
Helmers L +4 more
europepmc +3 more sources
Accelerating Substructure Similarity Search for Formula Retrieval [PDF]
Advances in Information Retrieval, 2020 Formula retrieval systems using substructure matching are effective, but suffer from slow retrieval times caused by the complexity of structure matching.
Zhong W +4 more
europepmc +2 more sources
Distributed Efficient Similarity Search Mechanism in Wireless Sensor Networks [PDF]
Sensors, 2015 The Wireless Sensor Network similarity search problem has received considerable research attention due to sensor hardware imprecision and environmental parameter variations. Most of the state-of-the-art distributed data centric storage (DCS) schemes lack
Khandakar Ahmed, Mark A. Gregory
doaj +2 more sources
Identification and Characterizations of Novel, Selective Histone Methyltransferase SET7 Inhibitors by Scaffold Hopping- and 2D-Molecular Fingerprint-Based Similarity Search [PDF]
Molecules, 2018 SET7, serving as the only histone methyltransferase that monomethylates ‘Lys-4’ of histone H3, has been proved to function as a key regulator in diverse biological processes, such as cell proliferation, transcriptional network regulation in embryonic ...
Hong Ding +9 more
doaj +2 more sources
High-Throughput Vector Similarity Search in Knowledge Graphs [PDF]
Proc. ACM Manag. Data, 2023 There is an increasing adoption of machine learning for encoding data into vectors to serve online recommendation and search use cases. As a result, recent data management systems propose augmenting query processing with online vector similarity search ...
Jason Mohoney +7 more
semanticscholar +1 more source
Similarity search in the blink of an eye with compressed indices [PDF]
Proceedings of the VLDB Endowment, 2023 Nowadays, data is represented by vectors. Retrieving those vectors, among millions and billions, that are similar to a given query is a ubiquitous problem, known as similarity search, of relevance for a wide range of applications. Graph-based indices are
C. Aguerrebere +4 more
semanticscholar +1 more source
Hercules Against Data Series Similarity Search [PDF]
Proceedings of the VLDB Endowment, 2022 We propose Hercules, a parallel tree-based technique for exact similarity search on massive disk-based data series collections. We present novel index construction and query answering algorithms that leverage different summarization techniques, carefully
Karima Echihabi +4 more
semanticscholar +1 more source