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Analysing environmental acoustic data through collaboration and automation

Jason Wimmer, Michael Towsey, Birgit Planitz, Ian Williamson, Paul Roe
2013 Future generations computer systems  
We provide an overview of a novel online acoustic environmental workbench and discuss a number of approaches to scaling analysis of acoustic data; online collaboration, manual, automatic and human-in-the  ...  We present our current research into techniques for analysing large volumes of acoustic data efficiently.  ...  Third, the results of an HMM are sensitive to the selected noise model and it is not practical to have a separate noise model for each of the many situations that occur in an uncontrolled recording.  ... 
doi:10.1016/j.future.2012.03.004 fatcat:ddpbjgqzofgtdm23lkpjs5axum

Feature identification: a novel approach and a case study

G. Antoniol, Y.-G. Gueheneuc
2005 21st IEEE International Conference on Software Maintenance (ICSM'05)  
We present an approach to feature identification and comparison for large object-oriented multi-threaded programs using both static and dynamic data.  ...  Feature identification is a well-known technique to identify subsets of a program source code activated when exercising a functionality. Several approaches have been proposed to identify features.  ...  An alternative to source code browsing is automated design recovery.  ... 
doi:10.1109/icsm.2005.48 dblp:conf/icsm/AntoniolG05 fatcat:rk3zs6ie3bfxhdogj3yyb7h2rq

Chemo-informatic strategy for imaging mass spectrometry-based hyperspectral profiling of lipid signatures in colorectal cancer

K. A. Veselkov, R. Mirnezami, N. Strittmatter, R. D. Goldin, J. Kinross, A. V. M. Speller, T. Abramov, E. A. Jones, A. Darzi, E. Holmes, J. K. Nicholson, Z. Takats
2014 Proceedings of the National Academy of Sciences of the United States of America  
Third, MSI provides the opportunity to develop automated approaches for tissue classification based entirely on molecular ion patterns.  ...  The standard approach applied to MSI datasets involves a series of steps designed to reduce bioanalytical complexities for improved information recovery, followed by pattern recognition analysis and molecular  ...  This research project was funded by a Imperial College junior research fellowship (to K.A.V.).  ... 
doi:10.1073/pnas.1310524111 pmid:24398526 pmcid:PMC3903245 fatcat:b5nzyrg62jhm3ntp7zvs3lj4jy

Enhanced delineation of reservoir compartmentalization from advanced Pre and Post-stack seismic attribute analysis

Mauricio Herrera Volcan, Clark Chahine, Leigh TrueLove
2015 ASEG Extended Abstracts  
This suggests that offset stack data is not an optimal candidate for use with the automated fault identification.  ...  This suggests that offset stack data is not an optimal candidate for use with the automated fault identification.  ... 
doi:10.1071/aseg2015ab086 fatcat:lmwymvzh6zfbfalo6nyznbysdq

Robust and resilient designs from the bottom-up: Technology, CAD, circuit, and system issues

Vijay Janapa Reddi, David Z. Pan, Sani R. Nassif, Keith A. Bowman
2012 17th Asia and South Pacific Design Automation Conference  
In this paper, we describe an interdisciplinary effort toward robust and resilient designs that mitigate the effects of device and circuit parameter variations in order to enhance system performance, energy  ...  The semiconductor industry is facing a critical research challenge: design future high performance and energy efficient systems while satisfying historical standards for reliability and lower costs.  ...  Existing works for lithography hotspot characterization/identification fall into two major categories: pattern matching techniques [12] , [13] and machine learning/data mining [14] - [16] techniques  ... 
doi:10.1109/aspdac.2012.6165064 dblp:conf/aspdac/ReddiPNB12 fatcat:khckyzmudvc6xfx2lgclvhioke

Techniques to Improve Reliability in an IoT Architecture Framework for Intelligent Products

Ciprian M. Coman, Giuseppe D'Amico, Adrian V. Coman, Adriana Florescu
2021 IEEE Access  
performance, auto recovery, local backup, automated software testing and system security.  ...  They all play an important role in determining the level of reliability of the novel Internet of Things (IoT) architecture framework for intelligent products presented in the article.  ...  ACKNOWLEDGMENT We would like to thank our employing companies, RID International Center, Focus Innovazione and Tesagon International for supporting the POKET research project and the publication of this  ... 
doi:10.1109/access.2021.3072168 fatcat:6ajmglnnqbaxnhx7776bajcrxq

Plant Disorder Identification System by Implementing Image Classification Technique

for illness recovery.  ...  They have suggested an improved clustering method for predicting the region of the affected leaf in this paper.  ...  A paper in 2015 [6] suggested an approach to avoid yield from dying by detection of disease occurring in the crop.  ... 
doi:10.35940/ijitee.l1031.10812s19 fatcat:lgejltz3qzawtesubn662qzqw4

Analysis and synthesis of the behaviour of complex programmable electronic systems in conditions of failure

Y. Papadopoulos, J. McDermid, R. Sasse, G. Heiner
2001 Reliability Engineering & System Safety  
This paper introduces a new method for safety analysis which modifies, automates and integrates a number of classical safety analysis techniques to address some of the problems currently encountered in  ...  In the course of the assessment, the method integrates design and safety analysis and harmonises hardware safety analysis with the hazard analysis of software architectures.  ...  Acknowledgements The authors would like to thank the European Commission for the continuing support of this research.  ... 
doi:10.1016/s0951-8320(00)00076-4 fatcat:g775ank26vagjcuxe7ltovoaou

Design Criteria of SOA for Cloud Based Infrastructure Resource Management as a Service

Shrabanee Swagatika, P.K. Pattnaik
2011 International Journal of Instrumentation Control and Automation  
Again we aim to propose a architecture by aggregate these two approaches for low cost and efficient access of infrastructures.  ...  Service Oriented Architecture and Cloud Computing are two popular design paradigms in order to fulfill the user's requirement that includes for high cost and heavy infrastructure applications.  ...  In this paper we describe an approach for design of infrastructure resource management as a service for use by group of institution based on Service Oriented Architecture, Software-as-a-Service, and Cloud  ... 
doi:10.47893/ijica.2011.1003 fatcat:itwoccbegjbsvo66fjcdgkmz5e

Autonomous Decentralized Semantic Based Traceability Link Recovery Framework

2016 IEICE transactions on information and systems  
, for finding similarity among different project artifacts and the automation of traceability links recovery.  ...  According to best of our knowledge this is the first architectural approach that uses an autonomous decentralized concept, DBpedia knowledge-base, Babelnet 2.5 multilingual dictionary and semantic network  ...  [23] proposed an approach that purifies the noise from the candidate links list generated by IR technique. This approach leverages the code ownership to improve the traceability link recovery.  ... 
doi:10.1587/transinf.2016edp7018 fatcat:e6mbgadb6jdq3gikkq52shmrve

Towards a practical framework for evaluating software architecture from a Design perspective

Ritu Kapur, Sumit Kalra, Kamlesh Tiwari
The framework includes specifically customized image processing techniques, semantic similarity methods, and rule-based inference techniques to assist software architects in evaluating a given design by  ...  The experimental group performed better than 150% compared to the controlled group for architectural evaluation on all th [...]  ...  Is there any automated method to detect the standard architectural patterns present in an architectural design? 5.  ... 
doi:10.6084/m9.figshare.20219507.v1 fatcat:fsnomciikzhatkhdimbsxwnxt4

A Prototype Web Application to Support Human-Centered Audiovisual Content Authentication and Crowdsourcing

Nikolaos Vryzas, Anastasia Katsaounidou, Lazaros Vrysis, Rigas Kotsakis, Charalampos Dimoulas
2022 Future Internet  
In the current approach, a computer-supported toolbox is presented, providing online functionality for assisting technically inexperienced users (journalists or the public) to investigate visually the  ...  After providing an audio/video file or a YouTube link, the application returns as output a set of interactive visualizations that can allow the user to investigate the authenticity of the file.  ...  Machine learning techniques are proven to be very useful for acoustic environment identification.  ... 
doi:10.3390/fi14030075 fatcat:msm7w6k5ebfhlngqlpfw7fveyy

Survey of Image Processing Techniques for Brain Pathology Diagnosis: Challenges and Opportunities

Martin Cenek, Masa Hu, Gerald York, Spencer Dahl
2018 Frontiers in Robotics and AI  
The survey of medical image processing methods also identified several knowledge gaps, the need for automation of image processing analysis, and the identification of the brain structures in the medical  ...  process, increase the disease detection accuracy, reduce error, automate the monitoring of patient's recovery, and discover new knowledge about the disease cause and its treatment.  ...  Beyond the computational requirements, software engineering challenges and a lack of corpus of training data, we believe the creation of such ML architecture as an intelligent medical assistant is feasible  ... 
doi:10.3389/frobt.2018.00120 pmid:33500999 pmcid:PMC7805910 fatcat:jlf2hau7xjdqflhlqunygyxg6i

Towards a practical framework for evaluating software architecture from a Quality perspective

Ritu Kapur, Sumit Kalra, Kamlesh Tiwari, Geetika Arora
The framework includes specifically customized image processing techniques, semantic similarity methods, and rule-based inference techniques to assist software architects in evaluating a given design by  ...  This work proposes a framework that enables novice software architects to infer the system's quality requirements and tactics, given its software architectural block-line diagram.  ...  Is there any automated method to detect the standard architectural patterns present in an architectural design? 5.  ... 
doi:10.6084/m9.figshare.14237315.v1 fatcat:3uh3fhy4vvf7dlsj56j5aazfny

AITom: Open-source AI platform for cryo-electron tomography data analysis [article]

Xiangrui Zeng, Min Xu
2020 arXiv   pre-print
Comprehensive tutorials for each analysis module are provided to guide the user through. We welcome researchers and developers to join this collaborative open-source software development project.  ...  We introduce AITom, an open-source artificial intelligence platform for cryo-ET researchers.  ...  Therefore, the automated algorithmic approach is preferred.  ... 
arXiv:1911.03044v2 fatcat:445x3wnfafevxm6jdiqt27khhu
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