User profiles for Pravesh Biyani
Pravesh BiyaniIIIT Delhi Verified email at iiitd.ac.in Cited by 396 |
Distributed representations for biological sequence analysis
Biological sequence comparison is a key step in inferring the relatedness of various
organisms and the functional similarity of their components. Thanks to the Next Generation …
organisms and the functional similarity of their components. Thanks to the Next Generation …
Simultaneous bus transit route network and frequency setting search algorithm
A simultaneous bus route network design and frequency setting model is formulated as the
weighted sum multiobjective genetic algorithm optimization. It aims to search for a near-…
weighted sum multiobjective genetic algorithm optimization. It aims to search for a near-…
Impulse denoising for hyper-spectral images: A blind compressed sensing approach
In this work we propose a technique to remove sparse impulse noise from hyperspectral
images. Our algorithm accounts for the spatial redundancy and spectral correlation of such …
images. Our algorithm accounts for the spatial redundancy and spectral correlation of such …
Traffic estimation and prediction via online variational Bayesian subspace filtering
C Paliwal, U Bhatt, P Biyani… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
With the increased proliferation of smart devices, the transit passengers of today expect a
higher quality of service in the form of real-time traffic updates, accurate expected time-of-…
higher quality of service in the form of real-time traffic updates, accurate expected time-of-…
To each route its own ETA: A generative modeling framework for ETA prediction
C Paliwal, P Biyani - 2019 IEEE Intelligent Transportation …, 2019 - ieeexplore.ieee.org
Accurate expected time of arrival (ETA) information is crucial in maintaining the quality of
service of public transit. Recent advances in artificial intelligence (AI) has led to more effective …
service of public transit. Recent advances in artificial intelligence (AI) has led to more effective …
Joint classification and pairing of human chromosomes
We reexamine the problems of computer-aided classification and pairing of human
chromosomes, and propose to jointly optimize the solutions of these two related problems. The …
chromosomes, and propose to jointly optimize the solutions of these two related problems. The …
Adaptive off-diagonal MIMO pre-coder (ODMP) for downstream DSL self FEXT cancellation
…, M Sorbara, E Langberg, P Biyani - … 2007-IEEE Global …, 2007 - ieeexplore.ieee.org
This paper introduces a new family of per frequency linear pre-coders, called off-diagonal
MIMO pre-coders (ODMP), for discrete multi-tone (DMT) based digital subscriber line (DSL) …
MIMO pre-coders (ODMP), for discrete multi-tone (DMT) based digital subscriber line (DSL) …
Adaptive off-diagonal MIMO canceller (ODMC) for VDSL upstream self FEXT mitigation
P Duvaut, P Biyani, A Mahadevan… - 2008 16th European …, 2008 - ieeexplore.ieee.org
This contribution presents a linear off-diagonal MIMO canceller (ODMC) that aims at mitigating
the upstream self far-end cross-talk (FEXT) that severely impacts the performance of very …
the upstream self far-end cross-talk (FEXT) that severely impacts the performance of very …
[HTML][HTML] Learning supervised embeddings for large scale sequence comparisons
Similarity-based search of sequence collections is a core task in bioinformatics, one dominated
for most of the genomic era by exact and heuristic alignment-based algorithms. However, …
for most of the genomic era by exact and heuristic alignment-based algorithms. However, …
Globally optimal classification and pairing of human chromosomes
We investigate globally optimal algorithms for automated classification and pairing of human
chromosomes. Even in cases where the cell data are incomplete as often encountered in …
chromosomes. Even in cases where the cell data are incomplete as often encountered in …