Compression for Similarity Queries

Thomas A. Courtade , Tsachy Weissman , Idoia Ochoa , Amir Ingber
23th International Zurich Seminar on Communications (IZS 2014)

2014
MPEG-G the emerging standard for genomic data compression

Claudio Alberti , Mikel Hernaez , Marco Mattavelli , Idoia Ochoa
Rocky 2017 Bioinformatics Conference

2017
DeepZip: Lossless Data Compression using Recurrent Neural Networks

Idoia Ochoa , Kedar Tatwawadi , Mohit Goyal , Shubham Chandak
arXiv: Computation and Language

50
2018
Genomic analysis pipeline: overview, challenges, and proposed solutions

Idoia Ochoa
Barcelona Supercomputing Center 24 -25

2019
SimiC: A Single Cell Gene Regulatory Network Inference method with Similarity Constraints

Jianhao Peng , Ullas V Chembazhi , Sushant Bangru , Ian M Traniello
bioRxiv

1
2020
Moss enables high sensitivity single-nucleotide variant calling from multiple bulk DNA tumor samples.

Mohammed El-Kebir , Idoia Ochoa , Idoia Ochoa , Chuanyi Zhang
Nature Communications 12 ( 1) 2204 -2204

2021
An introduction to MPEG-G, the new ISO standard for genomic information representation

Claudio Albert , Tom Paridaens , Jan Voges , Daniel Naro
bioRxiv 426353

7
2018
Compression of Nanopore FASTQ Files

Guillermo Dufort y Álvarez , Gadiel Seroussi , Pablo Smircich , José Sotelo
7th International Work-Conference on Bioinformatics and Biomedical Engineering, IWBBIO 2019 36 -47

6
2019
Denoising of Aligned Genomic Data.

Irena Fischer-Hwang , Idoia Ochoa , Tsachy Weissman , Mikel Hernaez
Scientific Reports 9 ( 1) 15067

2
2019
Aligned genomic data compression via improved modeling.

Idoia Ochoa , Mikel Hernaez , Tsachy Weissman
Journal of Bioinformatics and Computational Biology 12 ( 6) 1442002 -1442002

7
2014
QVZ: lossy compression of quality values

Greg Malysa , Mikel Hernaez , Idoia Ochoa , Milind Rao
Bioinformatics 31 ( 19) 3122 -3129

74
2015
Comment on: 'ERGC: an efficient referential genome compression algorithm'.

Sebastian Deorowicz , Szymon Grabowski , Idoia Ochoa , Mikel Hernaez
Bioinformatics 32 ( 7) 1115 -1117

3
2016
GTRAC: fast retrieval from compressed collections of genomic variants

Kedar Tatwawadi , Mikel Hernaez , Idoia Ochoa , Tsachy Weissman
Bioinformatics 32 ( 17) 479 -486

10
2016
ENANO: Encoder for NANOpore FASTQ files.

Guillermo Dufort y Álvarez , Gadiel Seroussi , Pablo Smircich , José Sotelo
Bioinformatics 36 ( 16) 4506 -4507

3
2020
GPress: a framework for querying general feature format (GFF) files and expression files in a compressed form.

Qingxi Meng , Idoia Ochoa , Mikel Hernaez
Bioinformatics 36 ( 18) 4810 -4812

2020
Turbo joint source-channel coding of non-uniform memoryless sources in the bandwidth-limited regime

Idoia Ochoa , Pedro Crespo , Javier Ser , Mikel Hernaez
IEEE Communications Letters 14 ( 4) 336 -338

2010
LDPC Codes for Non-Uniform Memoryless Sources and Unequal Energy Allocation

Idoia Ochoa , Pedro M. Crespo , Mikel Hernaez
IEEE Communications Letters 14 ( 9) 794 -796

6
2010
3
2019
Joint Turbo Coding and Source-Controlled Modulation of Cycle-Stationary Sources in the Bandwidth-Limited Regime

Idoia Ochoa , Pedro M. Crespo , Javier Del Ser , Mikel Hernaez
mobile lightweight wireless systems 618 -625

2010