DeepVariant-on-Spark: Small-Scale Genome Analysis Using a Cloud-Based Computing Framework. [PDF]
Although sequencing a human genome has become affordable, identifying genetic variants from whole‐genome sequence data is still a hurdle for researchers without adequate computing equipment or bioinformatics support. GATK is a gold standard method for the identification of genetic variants and has been widely used in genome projects and population ...
Huang PJ +11 more
europepmc +2 more sources
Low optimal fisheries yield creates challenges for sustainability in a climate refugia
Fisheries production in a area identified as a climate refuge was estimated by stock and catch estimate methods. Results indicate low production and widespread overfishing apart from a gear‐managed marine reserve that should be used to guide future climate resilience policies.
T. R. McClanahan, J. K. Kosgei
wiley +1 more source
We tested the responses of fish populations to coarse woody habitat structures through a Bayesian modeling approach in a northern boreal lake in Alberta, Canada by enhancing a stretch of littoral zone with low structural complexity through introduction of coarse wood bundles and whole tree structures.
Sebastian Theis +2 more
wiley +1 more source
Analyzing the performance of long short‐term memory architectures for malware detection models
Summary Malicious software forms a threat to many software‐intensive systems and as such several malware detection approaches have been introduced, often based on sequential data analysis. Long short‐term memory (LSTM) is an artificial recurrent neural network (RNN) architecture that is effective for sequential data analysis, however, no study has yet ...
Cigdem Avci +2 more
wiley +1 more source
Unbalanced Big Data‐Compatible Cloud Storage Method Based on Redundancy Elimination Technology
In order to meet the requirements of users in terms of speed, capacity, storage efficiency, and security, with the goal of improving data redundancy and reducing data storage space, an unbalanced big data compatible cloud storage method based on redundancy elimination technology is proposed.
Tingting Yu, Baiyuan Ding
wiley +1 more source
High Recurrence Rate of Myxofibrosarcoma: The Effect of Radiotherapy Is Not Clear. [PDF]
Background. Myxofibrosarcoma (MFS) is one of the more common types of soft‐tissue sarcoma (STS) in patients over 60 years of age. Local recurrence (LR) rates have been reported to be higher compared to other STS types. Patients and Methods. Using a population‐based series from the southern Sweden health care region, 56 consecutive patients with MFS and
Teurneau H +4 more
europepmc +2 more sources
CNN‐Enabled Visibility Enhancement Framework for Vessel Detection under Haze Environment
Maritime images captured under haze environment often have a terrible visual effect, making it easy to overlook important information. To avoid the failure of vessel detection caused by fog, it is necessary to preprocess the collected hazy images for recovering vital information.
Yuxu Lu +3 more
wiley +1 more source
Root cause identification of performance degradation within distributed systems is often a difficult and time‐consuming task, yet it is crucial for maintaining high performance. In this paper, we present an execution trace‐driven solution that reduces the efforts required to investigate, debug, and solve performance problems found in multinode ...
Naser Ezzati-Jivan +3 more
wiley +1 more source
The recapture of Leptopanchax opalescens (Aplocheiloidei: Rivulidae), a critically endangered seasonal killifish: habitat and aspects of population structure [PDF]
Leptopanchax opalescens (Myers, 1942) is a small seasonal killifish endemic to coastal drainages in the state of Rio de Janeiro, Brazil. Leptopanchax opalescens was recaptured in temporary open vegetation pools (22°42.35’S, 43°41.59’W) in the ...
Gustavo H. S. Guedes +4 more
doaj +3 more sources
High-Speed Rail and Industrial Agglomeration: Evidence from China’s Urban Agglomerations
This paper explores the relationship between high-speed rail (HSR) and industrial agglomeration within urban agglomerations. The paper selects the data of the Beijing–Tianjin–Hebei Urban Agglomeration (BJHUA) and Central Plains Urban Agglomeration (CPUA)
Jianing Xu, Weidong Li
doaj +1 more source

