no code implementations • 19 Dec 2021 • Atul Sharma, Pranjal Jain, Ashraf Mahgoub, Zihan Zhou, Kanak Mahadik, Somali Chaterji
We also show that the alignment rate and assembly quality computed for the corrected reads are strongly negatively correlated with the perplexity, enabling the automated selection of k-mer values for better error correction, and hence, improved assembly quality.
no code implementations • 9 Dec 2020 • Karthick Shankar, Pengcheng Wang, ran Xu, Ashraf Mahgoub, Somali Chaterji
In addition, we also look at the pros and cons of some of the proprietary deep-learning object detection packages, such as Amazon Rekognition, Google Vision, and Azure Cognitive Services, to contrast with open-source and tunable solutions, such as Faster R-CNN (FRCNN).
no code implementations • CONLL 2019 • Ashraf Mahgoub, Youssef Shahin, Riham Mansour, Saurabh Bagchi
Conversational AI systems are gaining a lot of attention recently in both industrial and scientific domains, providing a natural way of interaction between customers and adaptive intelligent systems.
no code implementations • 30 Dec 2018 • Mustafa Abdallah, Ashraf Mahgoub, Saurabh Bagchi, Somali Chaterji
The performance of most error-correction algorithms that operate on genomic sequencer reads is dependent on the proper choice of its configuration parameters, such as the value of k in k-mer based techniques.