Publications
all bioinformatics neuroinformatics synthetic biology systems biology complex systems machine intelligence knowledge management
2024
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Transcriptional biomarker discovery toward building a load stress reporting system for engineered Escherichia coli strainsin Biotechnology and Bioengineering, 121(1):355-365, January 2024
@ARTICLE{Huang2023a, title = {Transcriptional biomarker discovery toward building a load stress reporting system for engineered Escherichia coli strains}, author = {Huang, Yiming and Wipat, Anil and Bacardit, Jaume}, year = 2024, doi = {10.1002/bit.28567}, month = jan, journal = {Biotechnology and Bioengineering}, volume = {121}, number = {1}, pages = {355--365} }
2023
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A knowledge integration strategy for the selection of a robust multi-stress biomarkers panel for Bacillus subtilisin Synthetic and Systems Biotechnology, 8(1):97-106, March 2023
@ARTICLE{Huang2023, title = {A knowledge integration strategy for the selection of a robust multi-stress biomarkers panel for Bacillus subtilis}, author = {Huang, Yiming and Sinha, Nishant and Wipat, Anil and Bacardit, Jaume}, year = 2023, doi = {10.1016/j.synbio.2022.12.001}, month = mar, journal = {Synthetic and Systems Biotechnology}, volume = {8}, number = {1}, pages = {97--106} }
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Reverse engineering DNA origami nanostructure designs from raw scaffold and staple sequence listsin Computational and Structural Biotechnology Journal, 21(C):3615-3626, 2023
@ARTICLE{Shirt-Ediss2023, title = {Reverse engineering DNA origami nanostructure designs from raw scaffold and staple sequence lists}, author = {Shirt-Ediss, Ben and Connolly, Jordan and Elezgaray, Juan and Torelli, Emanuela and Navarro, Silvia Adriana and Bacardit, Jaume and Krasnogor, Natalio}, year = 2023, doi = {10.1016/j.csbj.2023.07.011}, journal = {Computational and Structural Biotechnology Journal}, volume = {21}, number = {C}, pages = {3615--3626} }
2022
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OptDesign: Identifying Optimum Design Strategies in Strain Engineering for Biochemical Productionin ACS Synthetic Biology, 11(4):1531-1541, April 2022
@ARTICLE{Jiang2022, title = {OptDesign: Identifying Optimum Design Strategies in Strain Engineering for Biochemical Production}, author = {Jiang, Shouyong and Otero-Muras, Irene and Banga, Julio R. and Wang, Yong and Kaiser, Marcus and Krasnogor, Natalio}, year = 2022, doi = {10.1021/acssynbio.1c00610}, month = apr, journal = {ACS Synthetic Biology}, volume = {11}, number = {4}, pages = {1531--1541} }
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Computational Network Inference for Bacterial Interactomicsin mSystems, 7(2), April 2022
@ARTICLE{James2022, title = {Computational Network Inference for Bacterial Interactomics}, author = {James, Katherine and Muñoz-Muñoz, Jose}, year = 2022, doi = {10.1128/msystems.01456-21}, month = apr, journal = {mSystems}, volume = {7}, number = {2}
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Expanding interactome analyses beyond model eukaryotesin Briefings in Functional Genomics, 21(4):243-269, July 2022
@ARTICLE{James2022b, title = {Expanding interactome analyses beyond model eukaryotes}, author = {James, Katherine and Wipat, Anil and Cockell, Simon J}, year = 2022, doi = {10.1093/bfgp/elac007}, month = jul, journal = {Briefings in Functional Genomics}, volume = {21}, number = {4}, pages = {243--269} }
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Machine Learning for Multi-Action Classification of Lower Limbs for BCIin 2022 International Conference on Computing, Electronics & Communications Engineering (iCCECE), p.84-89, Southend, United Kingdom, August 2022
@INPROCEEDINGS{Wang2022, title = {Machine Learning for Multi-Action Classification of Lower Limbs for BCI}, author = {Wang, Zilu and Li, Jichun and Daly, Ian and Li, Junhua}, year = 2022, doi = {10.1109/iCCECE55162.2022.9875092}, month = aug, booktitle = {2022 International Conference on Computing, Electronics & Communications Engineering (iCCECE)}, pages = {84--89}, address = {Southend, United Kingdom} }
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Integration of probabilistic functional networks without an external Gold Standardin BMC Bioinformatics, 23(1), December 2022
@ARTICLE{James2022a, title = {Integration of probabilistic functional networks without an external Gold Standard}, author = {James, Katherine and Alsobhe, Aoesha and Cockell, Simon J and Wipat, Anil and Pocock, Matthew}, year = 2022, doi = {10.1186/s12859-022-04834-4}, month = dec, journal = {BMC Bioinformatics}, volume = {23}, number = {1}
2021
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Computational Strategies for the Identification of a Transcriptional Biomarker Panel to Sense Cellular Growth States in Bacillus subtilisin Sensors, 21(7):2436, April 2021
@ARTICLE{Huang2021, title = {Computational Strategies for the Identification of a Transcriptional Biomarker Panel to Sense Cellular Growth States in Bacillus subtilis}, author = {Huang, Yiming and Smith, Wendy and Harwood, Colin and Wipat, Anil and Bacardit, Jaume}, year = 2021, doi = {10.3390/s21072436}, month = apr, journal = {Sensors}, volume = {21}, number = {7}, pages = {2436} }
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Toward Full-Stack In Silico Synthetic Biology: Integrating Model Specification, Simulation, Verification, and Biological Compilationin ACS Synthetic Biology, 10(8):1931-1945, August 2021
@ARTICLE{Konur2021, title = {Toward Full-Stack In Silico Synthetic Biology: Integrating Model Specification, Simulation, Verification, and Biological Compilation}, author = {Konur, Savas and Mierla, Laurentiu and Fellermann, Harold and Ladroue, Christophe and Brown, Bradley and Wipat, Anil and Twycross, Jamie and Dun, Boyang Peter and Kalvala, Sara and Gheorghe, Marian and Krasnogor, Natalio}, year = 2021, doi = {10.1021/acssynbio.1c00143}, month = aug, journal = {ACS Synthetic Biology}, volume = {10}, number = {8}, pages = {1931--1945} }
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Transcriptomic Responses to Coaggregation between Streptococcus gordonii and Streptococcus oralisin Applied and Environmental Microbiology, 87(22), October 2021
@ARTICLE{Choo2021, title = {Transcriptomic Responses to Coaggregation between Streptococcus gordonii and Streptococcus oralis}, author = {Choo, Siew Woh and Mohammed, Waleed K. and Mutha, Naresh V. R. and Rostami, Nadia and Ahmed, Halah and Krasnogor, Natalio and Tan, Geok Yuan Annie and Jakubovics, Nicholas S.}, year = 2021, doi = {10.1128/AEM.01558-21}, month = oct, journal = {Applied and Environmental Microbiology}, volume = {87}, number = {22}
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Expression, Localization, and Protein Interactions of the Partitioning Proteins in the Gonococcal Type IV Secretion Systemin Frontiers in Microbiology, 12, December 2021
@ARTICLE{Callaghan2021, title = {Expression, Localization, and Protein Interactions of the Partitioning Proteins in the Gonococcal Type IV Secretion System}, author = {Callaghan, Melanie M. and Koch, Birgit and Hackett, Kathleen T. and Klimowicz, Amy K. and Schaub, Ryan E. and Krasnogor, Natalio and Dillard, Joseph P.}, year = 2021, doi = {10.3389/fmicb.2021.784483}, month = dec, journal = {Frontiers in Microbiology}, volume = {12}
2020
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Developing a simple method to enhance the generation of cone and rod photoreceptors in pluripotent stem cell-derived retinal organoidsin STEM CELLS, 38(1):45-51, January 2020
@ARTICLE{Zerti2020, title = {Developing a simple method to enhance the generation of cone and rod photoreceptors in pluripotent stem cell-derived retinal organoids}, author = {Zerti, Darin and Dorgau, Birthe and Felemban, Majed and Ghareeb, Ali E. and Yu, Min and Ding, Yuchun and Krasnogor, Natalio and Lako, Majlinda}, year = 2020, doi = {10.1002/stem.3082}, month = jan, journal = {STEM CELLS}, volume = {38}, number = {1}, pages = {45--51} }
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Reduced Expression of the Co-regulator TLE1 in Type 2 Diabetes Is Associated with Increased Islet α-Cell Numberin Endocrinology, 161(4), April 2020
@ARTICLE{Armour2020, title = {Reduced Expression of the Co-regulator TLE1 in Type 2 Diabetes Is Associated with Increased Islet α-Cell Number}, author = {Armour, Sarah L and Anderson, Scott J and Richardson, Sarah J and Ding, Yuchun and Carey, Chris and Lyon, James and Maheshwari, Rashmi R and Al-Jahdami, Najwa and Krasnogor, Natalio and Morgan, Noel G and MacDonald, Patrick and Shaw, James A M and White, Michael G}, year = 2020, doi = {10.1210/endocr/bqaa011}, month = apr, journal = {Endocrinology}, volume = {161}, number = {4}
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In Situ Analysis Reveals That CFTR Is Expressed in Only a Small Minority of β-Cells in Normal Adult Human Pancreasin The Journal of Clinical Endocrinology & Metabolism, 105(5):1366-1374, May 2020
@ARTICLE{White2020, title = {In Situ Analysis Reveals That CFTR Is Expressed in Only a Small Minority of β-Cells in Normal Adult Human Pancreas}, author = {White, Michael G and Maheshwari, Rashmi R and Anderson, Scott J and Berlinguer-Palmini, Rolando and Jones, Claire and Richardson, Sarah J and Rotti, Pavana G and Armour, Sarah L and Ding, Yuchun and Krasnogor, Natalio and Engelhardt, John F and Gray, Mike A and Morgan, Noel G and Shaw, James A M}, year = 2020, doi = {10.1210/clinem/dgz209}, month = may, journal = {The Journal of Clinical Endocrinology & Metabolism}, volume = {105}, number = {5}, pages = {1366--1374} }
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NIHBA: a network interdiction approach for metabolic engineering designin Bioinformatics, 36(11):3482-3492, June 2020
@ARTICLE{Jiang2020, title = {NIHBA: a network interdiction approach for metabolic engineering design}, author = {Jiang, Shouyong and Wang, Yong and Kaiser, Marcus and Krasnogor, Natalio}, year = 2020, doi = {10.1093/bioinformatics/btaa163}, month = jun, journal = {Bioinformatics}, volume = {36}, number = {11}, pages = {3482--3492} }
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Protein interactions within and between two F‐type type IV secretion systemsin Molecular Microbiology, 114(5):823-838, November 2020
@ARTICLE{Koch2020, title = {Protein interactions within and between two F‐type type IV secretion systems}, author = {Koch, Birgit and Callaghan, Melanie M. and Tellechea‐Luzardo, Jonathan and Seeger, Ami Y. and Dillard, Joseph P. and Krasnogor, Natalio}, year = 2020, doi = {10.1111/mmi.14582}, month = nov, journal = {Molecular Microbiology}, volume = {114}, number = {5}, pages = {823--838} }
2019
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Decellularised extracellular matrix-derived peptides from neural retina and retinal pigment epithelium enhance the expression of synaptic markers and light responsiveness of human pluripotent stem cell derived retinal organoidsin Biomaterials, 199(C):63-75, April 2019
@ARTICLE{Dorgau2019, title = {Decellularised extracellular matrix-derived peptides from neural retina and retinal pigment epithelium enhance the expression of synaptic markers and light responsiveness of human pluripotent stem cell derived retinal organoids}, author = {Dorgau, Birthe and Felemban, Majed and Hilgen, Gerrit and Kiening, Martin and Zerti, Darin and Hunt, Nicola Claire and Doherty, Mary and Whitfield, Phil and Hallam, Dean and White, Kathryn and Ding, Yuchun and Krasnogor, Natalio and Al-Aama, Jumana and Asfour, Hani Z. and Sernagor, Evelyne and Lako, Majlinda}, year = 2019, doi = {10.1016/j.biomaterials.2019.01.028}, month = apr, journal = {Biomaterials}, volume = {199}, number = {C}, pages = {63--75} }
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Transcriptional profiling of coaggregation interactions between Streptococcus gordonii and Veillonella parvula by Dual RNA-Seqin Scientific Reports, 9(1), May 2019
@ARTICLE{Mutha2019, title = {Transcriptional profiling of coaggregation interactions between Streptococcus gordonii and Veillonella parvula by Dual RNA-Seq}, author = {Mutha, Naresh V. R. and Mohammed, Waleed K. and Krasnogor, Natalio and Tan, Geok Y. A. and Wee, Wei Yee and Li, Yongming and Choo, Siew Woh and Jakubovics, Nicholas S.}, year = 2019, doi = {10.1038/s41598-019-43979-w}, month = may, journal = {Scientific Reports}, volume = {9}, number = {1}
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Immunodeficiency, autoimmune thrombocytopenia and enterocolitis caused by autosomal recessive deficiency of PIK3CD -encoded phosphoinositide 3-kinase δin Haematologica, 104(10):e483-e486, October 2019
@ARTICLE{Swan2019, title = {Immunodeficiency, autoimmune thrombocytopenia and enterocolitis caused by autosomal recessive deficiency of PIK3CD -encoded phosphoinositide 3-kinase δ}, author = {Swan, David J. and Aschenbrenner, Dominik and Lamb, Christopher A. and Chakraborty, Krishnendu and Clark, Jonathan and Pandey, Sumeet and Engelhardt, Karin R. and Chen, Rui and Cavounidis, Athena and Ding, Yuchun and Krasnogor, Natalio and Carey, Christopher D. and Acres, Meghan and Needham, Stephanie and Cant, Andrew J. and Arkwright, Peter D. and Chandra, Anita and Okkenhaug, Klaus and Uhlig, Holm H. and Hambleton, Sophie}, year = 2019, doi = {10.3324/haematol.2018.208397}, month = oct, journal = {Haematologica}, volume = {104}, number = {10}, pages = {e483--e486} }
2018
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Extracellular matrix component expression in human pluripotent stem cell-derived retinal organoids recapitulates retinogenesis in vivo and reveals an important role for IMPG1 and CD44 in the development of photoreceptors and interphotoreceptor matrixin Acta Biomaterialia, 74(C):207-221, July 2018
@ARTICLE{Felemban2018, title = {Extracellular matrix component expression in human pluripotent stem cell-derived retinal organoids recapitulates retinogenesis in vivo and reveals an important role for IMPG1 and CD44 in the development of photoreceptors and interphotoreceptor matrix}, author = {Felemban, Majed and Dorgau, Birthe and Hunt, Nicola Claire and Hallam, Dean and Zerti, Darin and Bauer, Roman and Ding, Yuchun and Collin, Joseph and Steel, David and Krasnogor, Natalio and Al-Aama, Jumana and Lindsay, Susan and Mellough, Carla and Lako, Majlinda}, year = 2018, doi = {10.1016/j.actbio.2018.05.023}, month = jul, journal = {Acta Biomaterialia}, volume = {74}, number = {C}, pages = {207--221} }
2017
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Simbiotics: A Multiscale Integrative Platform for 3D Modeling of Bacterial Populationsin ACS Synthetic Biology, 6(7):1194-1210, July 2017
@ARTICLE{Naylor2017, title = {Simbiotics: A Multiscale Integrative Platform for 3D Modeling of Bacterial Populations}, author = {Naylor, Jonathan and Fellermann, Harold and Ding, Yuchun and Mohammed, Waleed K. and Jakubovics, Nicholas S. and Mukherjee, Joy and Biggs, Catherine A. and Wright, Phillip C. and Krasnogor, Natalio}, year = 2017, doi = {10.1021/acssynbio.6b00315}, month = jul, journal = {ACS Synthetic Biology}, volume = {6}, number = {7}, pages = {1194--1210} }
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A machine learning approach for the identification of new biomarkers for knee osteoarthritis development in overweight and obese womenin Osteoarthritis and Cartilage, 25(12):2014-2021, December 2017
@ARTICLE{Lazzarini2017a, title = {A machine learning approach for the identification of new biomarkers for knee osteoarthritis development in overweight and obese women}, author = {Lazzarini, N. and Runhaar, J. and Bay-Jensen, A. C. and Thudium, C. S. and Bierma-Zeinstra, S. M.a. and Henrotin, Y. and Bacardit, J.}, year = 2017, doi = {10.1016/j.joca.2017.09.001}, month = dec, journal = {Osteoarthritis and Cartilage}, volume = {25}, number = {12}, pages = {2014--2021} }
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RGIFE: a ranked guided iterative feature elimination heuristic for the identification of biomarkersin BMC Bioinformatics, 18(1), December 2017
@ARTICLE{Lazzarini2017, title = {RGIFE: a ranked guided iterative feature elimination heuristic for the identification of biomarkers}, author = {Lazzarini, Nicola and Bacardit, Jaume}, year = 2017, doi = {10.1186/s12859-017-1729-2}, month = dec, journal = {BMC Bioinformatics}, volume = {18}, number = {1}
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Characterising the Influence of Rule-Based Knowledge Representations in Biological Knowledge Extraction from Transcriptomics Datain Applications of Evolutionary Computation, Lecture Notes in Computer Science 10199, p.125-141, 2017
@INCOLLECTION{Baron2017, title = {Characterising the Influence of Rule-Based Knowledge Representations in Biological Knowledge Extraction from Transcriptomics Data}, author = {Baron, Simon and Lazzarini, Nicola and Bacardit, Jaume}, year = 2017, doi = {10.1007/978-3-319-55849-3_9}, booktitle = {Applications of Evolutionary Computation}, publisher = {Springer International Publishing}, volume = {10199}, series = {Lecture Notes in Computer Science}, pages = {125--141} }
2016
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Annotation of rule-based models with formal semantics to enable creation, analysis, reuse and visualizationin Bioinformatics, 32(6):908-917, March 2016
@ARTICLE{Misirli2015, title = {Annotation of rule-based models with formal semantics to enable creation, analysis, reuse and visualization}, author = {Misirli, Goksel and Cavaliere, Matteo and Waites, William and Pocock, Matthew and Madsen, Curtis and Gilfellon, Owen and Honorato-Zimmer, Ricardo and Zuliani, Paolo and Danos, Vincent and Wipat, Anil}, year = 2016, doi = {10.1093/bioinformatics/btv660}, month = mar, journal = {Bioinformatics}, volume = {32}, number = {6}, pages = {908--917} }
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Transformer2 proteins protect breast cancer cells from accumulating replication stress by ensuring productive splicing of checkpoint kinase 1in Frontiers of Chemical Science and Engineering, 10(2):186-195, June 2016
@ARTICLE{Best2015, title = {Transformer2 proteins protect breast cancer cells from accumulating replication stress by ensuring productive splicing of checkpoint kinase 1}, author = {Best, Andrew and James, Katherine and Hysenaj, Gerald and Tyson-Capper, Alison and Elliott, David J.}, year = 2016, doi = {10.1007/s11705-015-1540-4}, month = jun, journal = {Frontiers of Chemical Science and Engineering}, volume = {10}, number = {2}, pages = {186--195} }
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Functional networks inference from rule-based machine learning modelsin BioData Mining, 9(1), December 2016
@ARTICLE{Lazzarini2016, title = {Functional networks inference from rule-based machine learning models}, author = {Lazzarini, Nicola and Widera, Paweł and Williamson, Stuart and Heer, Rakesh and Krasnogor, Natalio and Bacardit, Jaume}, year = 2016, doi = {10.1186/s13040-016-0106-4}, month = dec, journal = {BioData Mining}, volume = {9}, number = {1}
2015
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A machine learning heuristic to identify biologically relevant and minimal biomarker panels from omics datain BMC Genomics, 16(Suppl 1):S2, January 2015
@ARTICLE{Swan2015, title = {A machine learning heuristic to identify biologically relevant and minimal biomarker panels from omics data}, author = {Swan, A.L. and Stekel, D.J. and Hodgman, C. and Allaway, D. and Alqahtani, M.H. and Mobasheri, A. and Bacardit, J.}, year = 2015, doi = {10.1186/1471-2164-16-S1-S2}, month = jan, journal = {BMC Genomics}, volume = {16}, number = {Suppl 1}, pages = {S2} }
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Prediction of human population responses to toxic compounds by a collaborative competitionin Nature Biotechnology, 33(9):933-940, August 2015
@ARTICLE{Eduati2015, title = {Prediction of human population responses to toxic compounds by a collaborative competition}, author = {Eduati, Federica and Mangravite, Lara M and Wang, Tao and Tang, Hao and Bare, J Christopher and Huang, Ruili and Norman, Thea and Kellen, Mike and Menden, Michael P and Yang, Jichen and Zhan, Xiaowei and Zhong, Rui and Xiao, Guanghua and Xia, Menghang and Abdo, Nour and Kosyk, Oksana and Eduati, Federica and Mangravite, Lara M and Bare, J Christopher and Norman, Thea and Kellen, Mike and Menden, Michael P and Friend, Stephen and Stolovitzky, Gustavo and Dearry, Allen and Tice, Raymond R and Huang, Ruili and Xia, Menghang and Simeonov, Anton and Abdo, Nour and Kosyk, Oksana and Rusyn, Ivan and Wright, Fred A and Wang, Tao and Tang, Hao and Zhan, Xiaowei and Yang, Jichen and Zhong, Rui and Xiao, Guanghua and Xie, Yang and Tang, Hao and Yang, Jichen and Wang, Tao and Xiao, Guanghua and Xie, Yang and Alaimo, Salvatore and Amadoz, Alicia and Ammad-Ud-din, Muhammad and Azencott, Chloé-Agathe and Bacardit, Jaume and Barron, Pelham and Bernard, Elsa and Beyer, Andreas and Bin, Shao and van Bömmel, Alena and Borgwardt, Karsten and Brys, April M and Caffrey, Brian and Chang, Jeffrey and Chang, Jungsoo and Christodoulou, Eleni G and Clément-Ziza, Mathieu and Cohen, Trevor and Cowherd, Marianne and Demeyer, Sofie and Dopazo, Joaquin and Elhard, Joel D and Falcao, Andre O and Ferro, Alfredo and Friedenberg, David A and Giugno, Rosalba and Gong, Yunguo and Gorospe, Jenni W and Granville, Courtney A and Grimm, Dominik and Heinig, Matthias and Hernansaiz, Rosa D and Hochreiter, Sepp and Huang, Liang-Chin and Huska, Matthew and Jiao, Yunlong and Klambauer, Günter and Kuhn, Michael and Kursa, Miron Bartosz and Kutum, Rintu and Lazzarini, Nicola and Lee, Inhan and Leung, Michael K K and Lim, Weng Khong and Liu, Charlie and López, Felipe Llinares and Mammana, Alessandro and Mayr, Andreas and Michoel, Tom and Mongiovì, Misael and Moore, Jonathan D and Narasimhan, Ravi and Opiyo, Stephen O and Pandey, Gaurav and Peabody, Andrea L and Perner, Juliane and Pulvirenti, Alfredo and Rawlik, Konrad and Reinhardt, Susanne and Riffle, Carol G and Ruderfer, Douglas and Sander, Aaron J and Savage, Richard S and Scornet, Erwan and Sebastian-Leon, Patricia and Sharan, Roded and Simon-Gabriel, Carl Johann and Stoven, Veronique and Sun, Jingchun and Tang, Hao and Teixeira, Ana L and Tenesa, Albert and Vert, Jean-Philippe and Vingron, Martin and Wang, Tao and Walter, Thomas and Whalen, Sean and Wiśniewska, Zofia and Wu, Yonghui and Xiao, Guanghua and Xie, Yang and Xu, Hua and Yang, Jichen and Zhan, Xiaowei and Zhang, Shihua and Zhao, Junfei and Zheng, W Jim and Zhong, Rui and Ziwei, Dai and Friend, Stephen and Dearry, Allen and Simeonov, Anton and Tice, Raymond R and Rusyn, Ivan and Wright, Fred A and Stolovitzky, Gustavo and Xie, Yang and Saez-Rodriguez, Julio}, year = 2015, doi = {10.1038/nbt.3299}, month = aug, journal = {Nature Biotechnology}, volume = {33}, number = {9}, pages = {933--940} }
2014
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JEPETTO: a Cytoscape plugin for gene set enrichment and topological analysis based on interaction networksin Bioinformatics, 30(7):1029-1030, April 2014
@ARTICLE{Winterhalter2013, title = {JEPETTO: a Cytoscape plugin for gene set enrichment and topological analysis based on interaction networks}, author = {Winterhalter, C. and Widera, P. and Krasnogor, N.}, year = 2014, doi = {10.1093/bioinformatics/btt732}, month = apr, journal = {Bioinformatics}, volume = {30}, number = {7}, pages = {1029--1030} }
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Probabilistic Latent Semantic Analysis Applied to Whole Bacterial Genomes Identifies Common Genomic Featuresin Journal of Integrative Bioinformatics, 11(2):243, June 2014
@ARTICLE{Rusakovica2014, title = {Probabilistic Latent Semantic Analysis Applied to Whole Bacterial Genomes Identifies Common Genomic Features}, author = {Rusakovica, Julija and Hallinan, Jennifer and Wipat, Anil and Zuliani, Paolo}, year = 2014, doi = {10.2390/biecoll-jib-2014-243}, month = jun, journal = {Journal of Integrative Bioinformatics}, volume = {11}, number = {2}, pages = {243} }
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Heuristic for Maximizing DNA Reuse in Synthetic DNA Library Assemblyin ACS Synthetic Biology, 3(8):529-542, August 2014
@ARTICLE{Blakes2014, title = {Heuristic for Maximizing DNA Reuse in Synthetic DNA Library Assembly}, author = {Blakes, Jonathan and Raz, Ofir and Feige, Uriel and Bacardit, Jaume and Widera, Paweł and Ben-Yehezkel, Tuval and Shapiro, Ehud and Krasnogor, Natalio}, year = 2014, doi = {10.1021/sb400161v}, month = aug, journal = {ACS Synthetic Biology}, volume = {3}, number = {8}, pages = {529--542} }
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Hard Data Analytics Problems Make for Better Data Analysis Algorithms: Bioinformatics as an Examplein Big Data, 2(3):164-176, September 2014
@ARTICLE{Bacardit2014, title = {Hard Data Analytics Problems Make for Better Data Analysis Algorithms: Bioinformatics as an Example}, author = {Bacardit, Jaume and Widera, Paweł and Lazzarini, Nicola and Krasnogor, Natalio}, year = 2014, doi = {10.1089/big.2014.0023}, month = sep, journal = {Big Data}, volume = {2}, number = {3}, pages = {164--176} }
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WeFold: A coopetition for protein structure predictionin Proteins: Structure, Function, and Bioinformatics, 82(9):1850-1868, September 2014
@ARTICLE{Khoury2014, title = {WeFold: A coopetition for protein structure prediction}, author = {Khoury, George A. and Liwo, Adam and Khatib, Firas and Zhou, Hongyi and Chopra, Gaurav and Bacardit, Jaume and Bortot, Leandro O. and Faccioli, Rodrigo A. and Deng, Xin and He, Yi and Krupa, Pawel and Li, Jilong and Mozolewska, Magdalena A. and Sieradzan, Adam K. and Smadbeck, James and Wirecki, Tomasz and Cooper, Seth and Flatten, Jeff and Xu, Kefan and Baker, David and Cheng, Jianlin and Delbem, Alexandre C. B. and Floudas, Christodoulos A. and Keasar, Chen and Levitt, Michael and Popović, Zoran and Scheraga, Harold A. and Skolnick, Jeffrey and Crivelli, Silvia N. and Players, Foldit}, year = 2014, doi = {10.1002/prot.24538}, month = sep, journal = {Proteins: Structure, Function, and Bioinformatics}, volume = {82}, number = {9}, pages = {1850--1868} }
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The eukaryotic N-end rule pathway: conserved mechanisms and diverse functionsin Trends in Cell Biology, 24(10):603-611, October 2014
@ARTICLE{Gibbs2014, title = {The eukaryotic N-end rule pathway: conserved mechanisms and diverse functions}, author = {Gibbs, Daniel J. and Bacardit, Jaume and Bachmair, Andreas and Holdsworth, Michael J.}, year = 2014, doi = {10.1016/j.tcb.2014.05.001}, month = oct, journal = {Trends in Cell Biology}, volume = {24}, number = {10}, pages = {603--611} }
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Susceptibility to experimental infection of the invertebrate locusts ( Schistocerca gregaria ) with the apicomplexan parasite Neospora caninumin PeerJ, 2:e674, December 2014
@ARTICLE{Alkurashi2014, title = {Susceptibility to experimental infection of the invertebrate locusts ( Schistocerca gregaria ) with the apicomplexan parasite Neospora caninum }, author = {Alkurashi, Mamdowh M. and May, Sean T. and Kong, Kenny and Bacardit, Jaume and Haig, David and Elsheikha, Hany M.}, year = 2014, doi = {10.7717/peerj.674}, month = dec, journal = {PeerJ}, volume = {2}, pages = {e674} }
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BacillusRegNet: A transcriptional regulation database and analysis platform for Bacillus speciesin Journal of Integrative Bioinformatics, 11(2):244, 2014
@ARTICLE{Misirli2014, title = {BacillusRegNet: A transcriptional regulation database and analysis platform for Bacillus species}, author = {Misirli, G. and Hallinan, J. and Röttger, R. and Baumbach, J. and Wipat, A.}, year = 2014, url = {http://journal.imbio.de/article.php?aid=244}, journal = {Journal of Integrative Bioinformatics}, volume = {11}, number = {2}, pages = {244} }
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Infobiotics Workbench: A P Systems Based Tool for Systems and Synthetic Biologyin Applications of Membrane Computing in Systems and Synthetic Biology, Emergence, Complexity and Computation 7, p.1-41, 2014
@INCOLLECTION{Blakes2014a, title = {Infobiotics Workbench: A P Systems Based Tool for Systems and Synthetic Biology}, author = {Blakes, Jonathan and Twycross, Jamie and Konur, Savas and Romero-Campero, Francisco Jose and Krasnogor, Natalio and Gheorghe, Marian}, year = 2014, doi = {10.1007/978-3-319-03191-0_1}, booktitle = {Applications of Membrane Computing in Systems and Synthetic Biology}, publisher = {Springer International Publishing}, volume = {7}, series = {Emergence, Complexity and Computation}, pages = {1--41} }
2013
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Model Checking a Synchronous Diabetes-Cancer Logical Networkin Current Bioinformatics, 8(1):9-15, February 2013
@ARTICLE{Gong2013, title = {Model Checking a Synchronous Diabetes-Cancer Logical Network}, author = {Gong, Haijun and Zuliani, Paolo and M. Clarke, Edmund}, year = 2013, doi = {10.2174/157489313804871542}, month = feb, journal = {Current Bioinformatics}, volume = {8}, number = {1}, pages = {9--15} }
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Transcriptional Dynamics of Two Seed Compartments with Opposing Roles in Arabidopsis Seed Germinationin PLANT PHYSIOLOGY, 163(1):205-215, September 2013
@ARTICLE{Dekkers2013, title = {Transcriptional Dynamics of Two Seed Compartments with Opposing Roles in Arabidopsis Seed Germination}, author = {Dekkers, B. J. W. and Pearce, S. and van Bolderen-Veldkamp, R. P. and Marshall, A. and Widera, P. and Gilbert, J. and Drost, H. -g. and Bassel, G. W. and Muller, K. and King, J. R. and Wood, A. T. A. and Grosse, I. and Quint, M. and Krasnogor, N. and Leubner-Metzger, G. and Holdsworth, M. J. and Bentsink, L.}, year = 2013, doi = {10.1104/pp.113.223511}, month = sep, journal = {PLANT PHYSIOLOGY}, volume = {163}, number = {1}, pages = {205--215} }
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Application of Machine Learning to Proteomics Data: Classification and Biomarker Identification in Postgenomics Biologyin OMICS: A Journal of Integrative Biology, 17(12):595-610, December 2013
@ARTICLE{Swan2013, title = {Application of Machine Learning to Proteomics Data: Classification and Biomarker Identification in Postgenomics Biology}, author = {Swan, Anna Louise and Mobasheri, Ali and Allaway, David and Liddell, Susan and Bacardit, Jaume}, year = 2013, doi = {10.1089/omi.2013.0017}, month = dec, journal = {OMICS: A Journal of Integrative Biology}, volume = {17}, number = {12}, pages = {595--610} }
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Analysis of mass spectrometry data from the secretome of an explant model of articular cartilage exposed to pro-inflammatory and anti-inflammatory stimuli using machine learningin BMC Musculoskeletal Disorders, 14(1):349, 2013
@ARTICLE{Swan2013a, title = {Analysis of mass spectrometry data from the secretome of an explant model of articular cartilage exposed to pro-inflammatory and anti-inflammatory stimuli using machine learning}, author = {Swan, Anna L and Hillier, Kirsty L and Smith, Julia R and Allaway, David and Liddell, Susan and Bacardit, Jaume and Mobasheri, Ali}, year = 2013, doi = {10.1186/1471-2474-14-349}, journal = {BMC Musculoskeletal Disorders}, volume = {14}, number = {1}, pages = {349} }
2012
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Using Rule-Based Machine Learning for Candidate Disease Gene Prioritization and Sample Classification of Cancer Gene Expression Datain PLoS ONE, 7(7):e39932, July 2012
@ARTICLE{Glaab2012, title = {Using Rule-Based Machine Learning for Candidate Disease Gene Prioritization and Sample Classification of Cancer Gene Expression Data}, author = {Glaab, Enrico and Bacardit, Jaume and Garibaldi, Jonathan M. and Krasnogor, Natalio}, year = 2012, doi = {10.1371/journal.pone.0039932}, month = jul, journal = {PLoS ONE}, volume = {7}, number = {7}, pages = {e39932} }
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EnrichNet: network-based gene set enrichment analysisin Bioinformatics, 28(18):i451-i457, September 2012
@ARTICLE{Glaab2012a, title = {EnrichNet: network-based gene set enrichment analysis}, author = {Glaab, E. and Baudot, A. and Krasnogor, N. and Schneider, R. and Valencia, A.}, year = 2012, doi = {10.1093/bioinformatics/bts389}, month = sep, journal = {Bioinformatics}, volume = {28}, number = {18}, pages = {i451--i457} }
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Contact map prediction using a large-scale ensemble of rule sets and the fusion of multiple predicted structural featuresin Bioinformatics, 28(19):2441-2448, October 2012
@ARTICLE{Bacardit2012, title = {Contact map prediction using a large-scale ensemble of rule sets and the fusion of multiple predicted structural features}, author = {Bacardit, J. and Widera, P. and Marquez-Chamorro, A. and Divina, F. and Aguilar-Ruiz, J. S. and Krasnogor, N.}, year = 2012, doi = {10.1093/bioinformatics/bts472}, month = oct, journal = {Bioinformatics}, volume = {28}, number = {19}, pages = {2441--2448} }
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Reduced Neonatal Mortality in Meishan Piglets: A Role for Hepatic Fatty Acids?in PLoS ONE, 7(11):e49101, November 2012
@ARTICLE{Fainberg2012, title = {Reduced Neonatal Mortality in Meishan Piglets: A Role for Hepatic Fatty Acids?}, author = {Fainberg, Hernan P. and Bodley, Katherine and Bacardit, Jaume and Li, Dongfang and Wessely, Frank and Mongan, Nigel P. and Symonds, Michael E. and Clarke, Lynne and Mostyn, Alison}, year = 2012, doi = {10.1371/journal.pone.0049101}, month = nov, journal = {PLoS ONE}, volume = {7}, number = {11}, pages = {e49101} }
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Computational Modeling and Verification of Signaling Pathways in Cancerin Algebraic and Numeric Biology, Lecture Notes in Computer Science 6479, p.117-135, 2012
@INCOLLECTION{Gong2012, title = {Computational Modeling and Verification of Signaling Pathways in Cancer}, author = {Gong, Haijun and Zuliani, Paolo and Komuravelli, Anvesh and Faeder, James R. and Clarke, Edmund M.}, year = 2012, doi = {10.1007/978-3-642-28067-2_7}, booktitle = {Algebraic and Numeric Biology}, publisher = {Springer Berlin Heidelberg}, volume = {6479}, series = {Lecture Notes in Computer Science}, pages = {117--135} }
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Is newer better?—evaluating the effects of data curation on integrated analyses in Saccharomyces cerevisiaein Integrative Biology, 4(7):715, 2012
@ARTICLE{James2012, title = {Is newer better?—evaluating the effects of data curation on integrated analyses in Saccharomyces cerevisiae}, author = {James, Katherine and Wipat, Anil and Hallinan, Jennifer}, year = 2012, doi = {10.1039/c2ib00123c}, journal = {Integrative Biology}, volume = {4}, number = {7}, pages = {715} }
2011
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Protein Models Comparator: Scalable Bioinformatics Computing on the Google App Engine Platformin Computing Research Repository, arXiv:1102.4293v2, February 2011
@ARTICLE{Widera2011, title = {Protein Models Comparator: Scalable Bioinformatics Computing on the Google App Engine Platform}, author = {Widera, Paweł and Krasnogor, Natalio}, year = 2011, url = {http://arxiv.org/abs/1102.4293}, month = feb, journal = {Computing Research Repository}, volume = {arXiv:1102.4293v2}
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Genome-wide network model capturing seed germination reveals coordinated regulation of plant cellular phase transitionsin Proceedings of the National Academy of Sciences, 108(23):9709-9714, June 2011
@ARTICLE{Bassel2011a, title = {Genome-wide network model capturing seed germination reveals coordinated regulation of plant cellular phase transitions}, author = {Bassel, G. W. and Lan, H. and Glaab, E. and Gibbs, D. J. and Gerjets, T. and Krasnogor, N. and Bonner, A. J. and Holdsworth, M. J. and Provart, N. J.}, year = 2011, doi = {10.1073/pnas.1100958108}, month = jun, journal = {Proceedings of the National Academy of Sciences}, volume = {108}, number = {23}, pages = {9709--9714} }
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RERG (Ras-like, oestrogen-regulated, growth-inhibitor) expression in breast cancer: a marker of ER-positive luminal-like subtypein Breast Cancer Research and Treatment, 128(2):315-326, July 2011
@ARTICLE{Habashy2011, title = {RERG (Ras-like, oestrogen-regulated, growth-inhibitor) expression in breast cancer: a marker of ER-positive luminal-like subtype}, author = {Habashy, Hany Onsy and Powe, Desmond G. and Glaab, Enrico and Ball, Graham and Spiteri, Inmaculada and Krasnogor, Natalio and Garibaldi, Jonathan M. and Rakha, Emad A. and Green, Andrew R. and Caldas, C. and Ellis, Ian O.}, year = 2011, doi = {10.1007/s10549-010-1073-y}, month = jul, journal = {Breast Cancer Research and Treatment}, volume = {128}, number = {2}, pages = {315--326} }
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Functional Network Construction in Arabidopsis Using Rule-Based Machine Learning on Large-Scale Data Setsin THE PLANT CELL ONLINE, 23(9):3101-3116, September 2011
@ARTICLE{Bassel2011, title = {Functional Network Construction in Arabidopsis Using Rule-Based Machine Learning on Large-Scale Data Sets}, author = {Bassel, G. W. and Glaab, E. and Marquez, J. and Holdsworth, M. J. and Bacardit, J.}, year = 2011, doi = {10.1105/tpc.111.088153}, month = sep, journal = {THE PLANT CELL ONLINE}, volume = {23}, number = {9}, pages = {3101--3116} }
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A thermodynamic switch modulates abscisic acid receptor sensitivityin The EMBO Journal, 30(20):4171-4184, October 2011
@ARTICLE{Dupeux2011, title = {A thermodynamic switch modulates abscisic acid receptor sensitivity}, author = {Dupeux, Florine and Santiago, Julia and Betz, Katja and Twycross, Jamie and Park, Sang-Youl and Rodriguez, Lesia and Gonzalez-Guzman, Miguel and Jensen, Malene Ringkjøbing and Krasnogor, Natalio and Blackledge, Martin and Holdsworth, Michael and Cutler, Sean R and Rodriguez, Pedro L and Márquez, José Antonio}, year = 2011, doi = {10.1038/emboj.2011.294}, month = oct, journal = {The EMBO Journal}, volume = {30}, number = {20}, pages = {4171--4184} }
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Formal analysis for logical models of pancreatic cancerin IEEE Conference on Decision and Control and European Control Conference, p.4855-4860, Orlando, FL, USA, December 2011
@INPROCEEDINGS{Gong2011, title = {Formal analysis for logical models of pancreatic cancer}, author = {Gong, Haijun and Zuliani, Paolo and Wang, Qinsi and Clarke, Edmund M.}, year = 2011, doi = {10.1109/CDC.2011.6161052}, month = dec, booktitle = {IEEE Conference on Decision and Control and European Control Conference}, pages = {4855--4860}, address = {Orlando, FL, USA} }
2010
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GP challenge: evolving energy function for protein structure predictionin Genetic Programming and Evolvable Machines, 11(1):61-88, March 2010
@ARTICLE{Widera2010, title = {GP challenge: evolving energy function for protein structure prediction}, author = {Widera, Paweł and Garibaldi, Jonathan M. and Krasnogor, Natalio}, year = 2010, doi = {10.1007/s10710-009-9087-0}, month = mar, journal = {Genetic Programming and Evolvable Machines}, volume = {11}, number = {1}, pages = {61--88} }
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TopoGSA: network topological gene set analysisin Bioinformatics, 26(9):1271-1272, May 2010
@ARTICLE{Glaab2010a, title = {TopoGSA: network topological gene set analysis}, author = {Glaab, E. and Baudot, A. and Krasnogor, N. and Valencia, A.}, year = 2010, doi = {10.1093/bioinformatics/btq131}, month = may, journal = {Bioinformatics}, volume = {26}, number = {9}, pages = {1271--1272} }
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Toward High-Throughput, Multicriteria Protein-Structure Comparison and Analysisin IEEE Transactions on NanoBioscience, 9(2):144-155, June 2010
@ARTICLE{Shah2010, title = {Toward High-Throughput, Multicriteria Protein-Structure Comparison and Analysis}, author = {Shah, Azhar Ali and Folino, Gianluigi and Krasnogor, Natalio}, year = 2010, doi = {10.1109/TNB.2010.2043851}, month = jun, journal = {IEEE Transactions on NanoBioscience}, volume = {9}, number = {2}, pages = {144--155} }
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Evolutionary symbolic discovery for bioinformatics, systems and synthetic biologyin Proceedings of the 12th annual conference comp on Genetic and evolutionary computation - GECCO '10, p.1991, Portland, Oregon, USA, 2010
@INPROCEEDINGS{Widera2010a, title = {Evolutionary symbolic discovery for bioinformatics, systems and synthetic biology}, author = {Widera, Paweł and Bacardit, Jaume and Krasnogor, Natalio and García-Martínez, Carlos and Lozano, Manuel}, year = 2010, doi = {10.1145/1830761.1830842}, booktitle = {Proceedings of the 12th annual conference comp on Genetic and evolutionary computation - GECCO '10}, pages = {1991}, address = {Portland, Oregon, USA} }
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vrmlgen: An R Package for 3D Data Visualization on the Webin Journal of Statistical Software, 36(8):1-18, 2010
@ARTICLE{Glaab2010b, title = {vrmlgen: An R Package for 3D Data Visualization on the Web}, author = {Glaab, Enrico and Garibaldi, Jonathan Mark and Krasnogor, Natalio}, year = 2010, url = {http://www.jstatsoft.org/v36/i08/}, journal = {Journal of Statistical Software}, volume = {36}, number = {8}, pages = {1--18} }
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Extending pathways and processes using molecular interaction networks to analyse cancer genome datain BMC Bioinformatics, 11(1):597, 2010
@ARTICLE{Glaab2010, title = {Extending pathways and processes using molecular interaction networks to analyse cancer genome data}, author = {Glaab, Enrico and Baudot, Anaïs and Krasnogor, Natalio and Valencia, Alfonso}, year = 2010, doi = {10.1186/1471-2105-11-597}, journal = {BMC Bioinformatics}, volume = {11}, number = {1}, pages = {597} }
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Analysis and verification of the HMGB1 signaling pathwayin BMC Bioinformatics, 11(Suppl 7):S10, 2010
@ARTICLE{Gong2010, title = {Analysis and verification of the HMGB1 signaling pathway}, author = {Gong, Haijun and Zuliani, Paolo and Komuravelli, Anvesh and Faeder, James R and Clarke, Edmund M}, year = 2010, doi = {10.1186/1471-2105-11-S7-S10}, journal = {BMC Bioinformatics}, volume = {11}, number = {Suppl 7}, pages = {S10} }
2009
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Prediction of topological contacts in proteins using learning classifier systemsin Soft Computing, 13(3):245-258, February 2009
@ARTICLE{Stout2009, title = {Prediction of topological contacts in proteins using learning classifier systems}, author = {Stout, Michael and Bacardit, Jaume and Hirst, Jonathan D. and Smith, Robert E. and Krasnogor, Natalio}, year = 2009, doi = {10.1007/s00500-008-0318-8}, month = feb, journal = {Soft Computing}, volume = {13}, number = {3}, pages = {245--258} }
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A framework for the application of decision trees to the analysis of SNPs datain 2009 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, p.106-113, Nashville, TN, USA, March 2009
@INPROCEEDINGS{Fiaschi2009, title = {A framework for the application of decision trees to the analysis of SNPs data}, author = {Fiaschi, Linda and Garibaldi, Jonathan M. and Krasnogora, Natalio}, year = 2009, doi = {10.1109/CIBCB.2009.4925715}, month = mar, booktitle = {2009 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology}, pages = {106--113}, address = {Nashville, TN, USA} }
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Evolutionary design of the energy function for protein structure predictionin 2009 IEEE Congress on Evolutionary Computation, p.1305-1312, Trondheim, Norway, May 2009
@INPROCEEDINGS{Widera2009, title = {Evolutionary design of the energy function for protein structure prediction}, author = {Widera, Pawel and Garibaldi, Jonathan M. and Krasnogor, Natalio}, year = 2009, doi = {10.1109/CEC.2009.4983095}, month = may, booktitle = {2009 IEEE Congress on Evolutionary Computation}, pages = {1305--1312}, address = {Trondheim, Norway} }
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A Bayesian Approach to Model Checking Biological Systemsin Computational Methods in Systems Biology, Lecture Notes in Computer Science 5688, p.218-234, 2009
@INCOLLECTION{Jha2009, title = {A Bayesian Approach to Model Checking Biological Systems}, author = {Jha, Sumit K. and Clarke, Edmund M. and Langmead, Christopher J. and Legay, Axel and Platzer, André and Zuliani, Paolo}, year = 2009, doi = {10.1007/978-3-642-03845-7_15}, booktitle = {Computational Methods in Systems Biology}, publisher = {Springer Berlin Heidelberg}, volume = {5688}, series = {Lecture Notes in Computer Science}, pages = {218--234} }
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Integration of Full-Coverage Probabilistic Functional Networks with Relevance to Specific Biological Processesin Data Integration in the Life Sciences, Lecture Notes in Computer Science 5647, p.31-46, 2009
@INCOLLECTION{James2009, title = {Integration of Full-Coverage Probabilistic Functional Networks with Relevance to Specific Biological Processes}, author = {James, Katherine and Wipat, Anil and Hallinan, Jennifer}, year = 2009, doi = {10.1007/978-3-642-02879-3_4}, booktitle = {Data Integration in the Life Sciences}, publisher = {Springer Berlin Heidelberg}, volume = {5647}, series = {Lecture Notes in Computer Science}, pages = {31--46} }
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ArrayMining: a modular web-application for microarray analysis combining ensemble and consensus methods with cross-study normalizationin BMC Bioinformatics, 10(1):358, 2009
@ARTICLE{Glaab2009, title = {ArrayMining: a modular web-application for microarray analysis combining ensemble and consensus methods with cross-study normalization}, author = {Glaab, Enrico and Garibaldi, Jonathan M and Krasnogor, Natalio}, year = 2009, doi = {10.1186/1471-2105-10-358}, journal = {BMC Bioinformatics}, volume = {10}, number = {1}, pages = {358} }
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Automated Alphabet Reduction for Protein Datasetsin BMC Bioinformatics, 10(1):6, 2009
@ARTICLE{Bacardit2009a, title = {Automated Alphabet Reduction for Protein Datasets}, author = {Bacardit, Jaume and Stout, Michael and Hirst, Jonathan D and Valencia, Alfonso and Smith, Robert E and Krasnogor, Natalio}, year = 2009, doi = {10.1186/1471-2105-10-6}, journal = {BMC Bioinformatics}, volume = {10}, number = {1}, pages = {6} }
2008
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Web and Grid Technologies in Bioinformatics, Computational and Systems Biology: A Reviewin Current Bioinformatics, 3(1):10-31, January 2008
@ARTICLE{Krasnogor2008b, title = {Web and Grid Technologies in Bioinformatics, Computational and Systems Biology: A Review}, author = {Krasnogor, Natalio and Shah, Azhar and Barthel, Daniel and Lukasiak, Piotr and Blazewicz, Jacek}, year = 2008, doi = {10.2174/157489308783329850}, month = jan, journal = {Current Bioinformatics}, volume = {3}, number = {1}, pages = {10--31} }
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Prediction of recursive convex hull class assignments for protein residuesin Bioinformatics, 24(7):916-923, April 2008
@ARTICLE{Stout2008, title = {Prediction of recursive convex hull class assignments for protein residues}, author = {Stout, M. and Bacardit, J. and Hirst, J. D. and Krasnogor, N.}, year = 2008, doi = {10.1093/bioinformatics/btn050}, month = apr, journal = {Bioinformatics}, volume = {24}, number = {7}, pages = {916--923} }
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Search Strategies in Structural Bioinformaticsin Current Protein & Peptide Science, 9(3):260-274, June 2008
@ARTICLE{Oakley2008, title = {Search Strategies in Structural Bioinformatics}, author = {Oakley, Mark and Barthel, Daniel and Bykov, Yuri and Garibaldi, Jonathan and Burke, Edmund and Krasnogor, Natalio and Hirst, Jonathan}, year = 2008, doi = {10.2174/138920308784534032}, month = jun, journal = {Current Protein & Peptide Science}, volume = {9}, number = {3}, pages = {260--274} }
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Performance Evaluation of Protein Structure Comparison Algorithms Under Integrated Resource Management Environment for MPI Jobsin 2008 IEEE International Symposium on Parallel and Distributed Processing with Applications, p.817-822, Sydney, Australia, December 2008
@INPROCEEDINGS{Shah2008, title = {Performance Evaluation of Protein Structure Comparison Algorithms Under Integrated Resource Management Environment for MPI Jobs}, author = {Shah, Azhar A. and Barthel, Daniel and Folino, Gianluigi and Krasnogor, Natalio}, year = 2008, doi = {10.1109/ISPA.2008.41}, month = dec, booktitle = {2008 IEEE International Symposium on Parallel and Distributed Processing with Applications}, pages = {817--822}, address = {Sydney, Australia} }
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Data Mining in Proteomics with Learning Classifier Systemsin Learning Classifier Systems in Data Mining, Studies in Computational Intelligence 125, p.17-46, 2008
@INCOLLECTION{Bacardit2008a, title = {Data Mining in Proteomics with Learning Classifier Systems}, author = {Bacardit, Jaume and Stout, Michael and Hirst, Jonathan D. and Krasnogor, Natalio}, year = 2008, doi = {10.1007/978-3-540-78979-6_2}, booktitle = {Learning Classifier Systems in Data Mining}, publisher = {Springer Berlin Heidelberg}, volume = {125}, series = {Studies in Computational Intelligence}, pages = {17--46} }
2007
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Automated alphabet reduction method with evolutionary algorithms for protein structure predictionin Proceedings of the 9th annual conference on Genetic and evolutionary computation - GECCO '07, p.346, London, England, 2007
@INPROCEEDINGS{Bacardit2007, title = {Automated alphabet reduction method with evolutionary algorithms for protein structure prediction}, author = {Bacardit, Jaume and Stout, Michael and Hirst, Jonathan D. and Sastry, Kumara and Llorà, Xavier and Krasnogor, Natalio}, year = 2007, doi = {10.1145/1276958.1277033}, booktitle = {Proceedings of the 9th annual conference on Genetic and evolutionary computation - GECCO '07}, pages = {346}, address = {London, England} }
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Grid and Distributed Public Computing Schemes for Structural Proteomics: A Short Overviewin Frontiers of High Performance Computing and Networking ISPA 2007 Workshops, Lecture Notes in Computer Science 4743, p.424-434, 2007
@INCOLLECTION{Shah2007, title = {Grid and Distributed Public Computing Schemes for Structural Proteomics: A Short Overview}, author = {Shah, Azhar Ali and Barthel, Daniel and Krasnogor, Natalio}, year = 2007, doi = {10.1007/978-3-540-74767-3_44}, booktitle = {Frontiers of High Performance Computing and Networking ISPA 2007 Workshops}, publisher = {Springer Berlin Heidelberg}, volume = {4743}, series = {Lecture Notes in Computer Science}, pages = {424--434} }
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ProCKSI: a decision support system for Protein (Structure) Comparison, Knowledge, Similarity and Informationin BMC Bioinformatics, 8(1):416, 2007
@ARTICLE{Barthel2007, title = {ProCKSI: a decision support system for Protein (Structure) Comparison, Knowledge, Similarity and Information}, author = {Barthel, Daniel and Hirst, Jonathan D and Błażewicz, Jacek and Burke, Edmund K and Krasnogor, Natalio}, year = 2007, doi = {10.1186/1471-2105-8-416}, journal = {BMC Bioinformatics}, volume = {8}, number = {1}, pages = {416} }
2006
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Prediction Of Residue Exposure And Contact Number For Simplified Hp Lattice Model Proteins Using Learning Classifier Systemsin Applied Artificial Intelligence, p.601-608, Genova, Italy, July 2006
@INPROCEEDINGS{Stout2006, title = {Prediction Of Residue Exposure And Contact Number For Simplified Hp Lattice Model Proteins Using Learning Classifier Systems}, author = {Stout, Michael and Bacardit, Jaume and Hirst, Jonathan D. and Blazewicz, Jacek and Krasnogor, Natalio}, year = 2006, doi = {10.1142/9789812774118_0085}, month = jul, booktitle = {Applied Artificial Intelligence}, pages = {601--608}, address = {Genova, Italy} }
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Coordination number prediction using learning classifier systemsin Proceedings of the 8th annual conference on Genetic and evolutionary computation - GECCO '06, p.247, Seattle, Washington, USA, 2006
@INPROCEEDINGS{Bacardit2006, title = {Coordination number prediction using learning classifier systems}, author = {Bacardit, Jaume and Stout, Michael and Krasnogor, Natalio and Hirst, Jonathan D. and Blazewicz, Jacek}, year = 2006, doi = {10.1145/1143997.1144041}, booktitle = {Proceedings of the 8th annual conference on Genetic and evolutionary computation - GECCO '06}, pages = {247}, address = {Seattle, Washington, USA} }
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From HP Lattice Models to Real Proteins: Coordination Number Prediction Using Learning Classifier Systemsin Applications of Evolutionary Computing, Lecture Notes in Computer Science 3907, p.208-220, 2006
@INCOLLECTION{Stout2006a, title = {From HP Lattice Models to Real Proteins: Coordination Number Prediction Using Learning Classifier Systems}, author = {Stout, Michael and Bacardit, Jaume and Hirst, Jonathan D. and Krasnogor, Natalio and Blazewicz, Jacek}, year = 2006, doi = {10.1007/11732242_19}, booktitle = {Applications of Evolutionary Computing}, publisher = {Springer Berlin Heidelberg}, volume = {3907}, series = {Lecture Notes in Computer Science}, pages = {208--220} }
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Incorporating Knowledge of Secondary Structures in a L-System-Based Encoding for Protein Foldingin Artificial Evolution, Lecture Notes in Computer Science 3871, p.247-258, 2006
@INCOLLECTION{Ochoa2006, title = {Incorporating Knowledge of Secondary Structures in a L-System-Based Encoding for Protein Folding}, author = {Ochoa, Gabriela and Escuela, Gabi and Krasnogor, Natalio}, year = 2006, doi = {10.1007/11740698_22}, booktitle = {Artificial Evolution}, publisher = {Springer Berlin Heidelberg}, volume = {3871}, series = {Lecture Notes in Computer Science}, pages = {247--258} }
2005
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A fuzzy sets based generalization of contact maps for the overlap of protein structuresin Fuzzy Sets and Systems, 152(1):103-123, May 2005
@ARTICLE{Pelta2005, title = {A fuzzy sets based generalization of contact maps for the overlap of protein structures}, author = {Pelta, David and Krasnogor, Natalio and Bousono-Calzon, Carlos and Verdegay, José L. and Hirst, J. and Burke, Edmund}, year = 2005, doi = {10.1016/j.fss.2004.10.017}, month = may, journal = {Fuzzy Sets and Systems}, volume = {152}, number = {1}, pages = {103--123} }
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Protein Structure Comparison through Fuzzy Contact Maps and the Universal Similarity Metricin Fourth Conference of the European Society for Fuzzy Logic and Technology and 11 Recontres Francophones sur la Logique Floue et ses Applications, p.1124-1129, Barcelona, Spain, September 2005
@INPROCEEDINGS{Pelta2005a, title = {Protein Structure Comparison through Fuzzy Contact Maps and the Universal Similarity Metric}, author = {Pelta, D.A. and Gonzales, J.R. and Krasnogor, N.}, year = 2005, month = sep, booktitle = {Fourth Conference of the European Society for Fuzzy Logic and Technology and 11 Recontres Francophones sur la Logique Floue et ses Applications}, pages = {1124--1129}, address = {Barcelona, Spain} }
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Evolving L-Systems to Capture Protein Structure Native Conformationsin Genetic Programming, Lecture Notes in Computer Science 3447, p.74-84, 2005
@INCOLLECTION{Escuela2005, title = {Evolving L-Systems to Capture Protein Structure Native Conformations}, author = {Escuela, Gabi and Ochoa, Gabriela and Krasnogor, Natalio}, year = 2005, doi = {10.1007/978-3-540-31989-4_7}, booktitle = {Genetic Programming}, publisher = {Springer Berlin Heidelberg}, volume = {3447}, series = {Lecture Notes in Computer Science}, pages = {74--84} }
2004
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Measuring the similarity of protein structures by means of the universal similarity metricin Bioinformatics, 20(7):1015-1021, May 2004
@ARTICLE{Krasnogor2004, title = {Measuring the similarity of protein structures by means of the universal similarity metric}, author = {Krasnogor, N. and Pelta, D. A.}, year = 2004, doi = {10.1093/bioinformatics/bth031}, month = may, journal = {Bioinformatics}, volume = {20}, number = {7}, pages = {1015--1021} }
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Self Generating Metaheuristics in Bioinformatics: The Proteins Structure Comparison Casein Genetic Programming and Evolvable Machines, 5(2):181-201, June 2004
@ARTICLE{Krasnogor2004a, title = {Self Generating Metaheuristics in Bioinformatics: The Proteins Structure Comparison Case}, author = {Krasnogor, N.}, year = 2004, doi = {10.1023/B:GENP.0000023687.41210.d7}, month = jun, journal = {Genetic Programming and Evolvable Machines}, volume = {5}, number = {2}, pages = {181--201} }
2002
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Multimeme Algorithms for Protein Structure Predictionin Parallel Problem Solving from Nature — PPSN VII, Lecture Notes in Computer Science 2439, p.769-778, 2002
@INCOLLECTION{Krasnogor2002, title = {Multimeme Algorithms for Protein Structure Prediction}, author = {Krasnogor, N. and Blackburne, B. P. and Burke, E. K. and Hirst, J. D.}, year = 2002, doi = {10.1007/3-540-45712-7_74}, booktitle = {Parallel Problem Solving from Nature — PPSN VII}, publisher = {Springer Berlin Heidelberg}, volume = {2439}, series = {Lecture Notes in Computer Science}, pages = {769--778} }