Tracking speech-presence uncertainty to improve speech enhancement in non-stationary noise environments

D Malah, RV Cox, AJ Accardi - 1999 IEEE International …, 1999 - ieeexplore.ieee.org
Speech enhancement algorithms which are based on estimating the short-time spectral
amplitude of the clean speech have better performance when a soft-decision gain …

A comparative perspective on technologies of Big Data value chain

AA Aydin - IEEE Access, 2023 - ieeexplore.ieee.org
Data is one of the most valuable assets in the digital era because it may conceal hidden
valuable insights. Diverse organizations in diverse domains overcome the challenges of the …

Embrace the challenges: Software engineering in a big data world

KM Anderson - 2015 ieee/acm 1st international workshop on …, 2015 - ieeexplore.ieee.org
The design and development of data-intensive software systems--systems that generate,
collect, store, process, analyze, query, and visualize large sets of data--is fraught with …

Getting the query right: User interface design of analysis platforms for crisis research

M Barrenechea, KM Anderson, AA Aydin… - … the Web in the Big Data …, 2015 - Springer
Web-based data analysis environments are powerful platforms for exploring large data sets.
To ensure that these environments meet the needs of analysts, a human-centered …

Batch to real-time: Incremental data collection & analytics platform

A Aydin, K Anderson - 2017 - aisel.aisnet.org
Real-time data collection and analytics is a desirable but challenging feature to provide in
dataintensive software systems. To provide highly concurrent and efficient real-time …

Cap-based examination of popular NOSQL database technologies in streaming data processing

TB Doğuç, AA Aydın - 2019 international artificial intelligence …, 2019 - ieeexplore.ieee.org
Nowadays, when the Internet, software and hardware technologies develop rapidly, we are
in a digital era where a wide range of resources generate data in different formats and 7/24 …

Incremental data collection & analytics the design of next-generation crisis informatics software

AA Aydin - 2016 - search.proquest.com
Everyday, enormous amounts of data are generated by a wide variety of computational
systems. This data needs to be collected, stored, and analyzed to generate insights and …

Engineering scalable distributed services for real-time big data analytics

S Jambi, KM Anderson - … on Big Data Computing Service and …, 2017 - ieeexplore.ieee.org
There is high demand for tools that analyze large sets of streaming data in both industrial
and academic settings. While existing work has examined a wide range of issues, we focus …

Data modelling for large-scale social media analytics: design challenges and lessons learned

AA Aydin, KM Anderson - International Journal of Data …, 2020 - inderscienceonline.com
We live in a world of big data; organisations collect, store, and analyse large volumes of data
for various purposes. The five V's of big data introduce new challenges for developers to …

Lazy search trees

B Sandlund, S Wild - 2020 IEEE 61st Annual Symposium on …, 2020 - ieeexplore.ieee.org
We introduce the lazy search tree data structure. The lazy search tree is a comparison-
based data structure on the pointer machine that supports order-based operations such as …