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57 entries « 1 of 2 »

2024

57.

Kim, Jonathan; Urschler, Martin; Riddle, Pat; Wicker, Jörg

Attacking the Loop: Adversarial Attacks on Graph-based Loop Closure Detection Proceedings Article Forthcoming

In: Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Forthcoming, (accepted).

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: adversarial defence, adversarial learning, machine learning, SLAM

56.

Long, Derek; Eade, Liam; Dost, Katharina; Meier-Menches, Samuel M; Goldstone, David C; Sullivan, Matthew P; Hartinger, Christian; Wicker, Jörg; Taskova, Katerina

AdductHunter: Identifying Protein-Metal Complex Adducts in Mass Spectra Journal Article

In: Journal of Cheminformatics, vol. 16, iss. 1, 2024, ISSN: 1758-2946.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: cheminformatics, computational sustainability, data mining, dynamic time warping, machine learning, mass spectrometry

2023

55.

Lyu, Jiachen; Dost, Katharina; Koh, Yun Sing; Wicker, Jörg

Regional Bias in Monolingual English Language Models Unpublished Forthcoming

Forthcoming.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: bias, large language models, machine learning, nlp, regional bias, reliable machine learning

54.

Hua, Yan Cathy; Denny, Paul; Wicker, Jörg; Taskova, Katerina

A Systematic Review of Aspect-based Sentiment Analysis: Domains, Methods, and Trends Unpublished Forthcoming

Forthcoming.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: aspect-based sentiment analysis, machine learning, nlp, review

53.

Dost, Katharina; Tam, Jason; Lorsbach, Tim; Schmidt, Sebastian; Wicker, Jörg

Defining Applicability Domain in Biodegradation Pathway Prediction Unpublished Forthcoming

Forthcoming.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: applicability domain, biodegradation, cheminformatics, computational sustainability, enviPath, machine learning, metabolic pathways, reliable machine learning

52.

Hafner, Jasmin; Lorsbach, Tim; Schmidt, Sebastian; Brydon, Liam; Dost, Katharina; Zhang, Kunyang; Fenner, Kathrin; Wicker, Jörg

Advancements in Biotransformation Pathway Prediction: Enhancements, Datasets, and Novel Functionalities in enviPath Unpublished Forthcoming

Forthcoming.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: applicability domain, biodegradation, bioinformatics, cheminformatics, computational sustainability, enviPath, linked data, machine learning, multi-label classification, Process-based modeling

51.

Chang, Xinglong; Dost, Katharina; Dobbie, Gillian; Wicker, Jörg

Poison is Not Traceless: Fully-Agnostic Detection of Poisoning Attacks Unpublished Forthcoming

Forthcoming.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: adversarial defence, adversarial learning, machine learning, reliable machine learning

50.

Chang, Xinglong; Dobbie, Gillian; Wicker, Jörg

Fast Adversarial Label-Flipping Attack on Tabular Data Unpublished Forthcoming

Forthcoming.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: adversarial learning, machine learning, reliable machine learning

49.

Pullar-Strecker, Zac; Chang, Xinglong; Brydon, Liam; Ziogas, Ioannis; Dost, Katharina; Wicker, Jörg

Memento: Facilitating Effortless, Efficient, and Reliable ML Experiments Proceedings Article

In: Morales, Gianmarco De Francisci; Perlich, Claudia; Ruchansky, Natali; Kourtellis, Nicolas; Baralis, Elena; Bonchi, Francesco (Ed.): Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, pp. 310-314, Springer Nature Switzerland, Cham, 2023, ISBN: 978-3-031-43430-3.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: experimental pipeline, parallel computing, reliable machine learning

48.

Miller, Catriona J; Golovina, Evgenija; Wicker, Jörg; Jacobson, Jessie C; O'Sullivan, Justin M

De novo network analysis reveals autism causal genes and developmental links to co-occurring traits Journal Article

In: Life Science Alliance, vol. 6, no. 10, 2023.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: autism, bioinformatics, genomics

47.

Chang, Luke; Dost, Katharina; Zhai, Kaiqi; Demontis, Ambra; Roli, Fabio; Dobbie, Gillian; Wicker, Jörg

BAARD: Blocking Adversarial Examples by Testing for Applicability, Reliability and Decidability Proceedings Article

In: Kashima, Hisashi; Ide, Tsuyoshi; Peng, Wen-Chih (Ed.): The 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), pp. 3-14, Springer Nature Switzerland, Cham, 2023, ISSN: 978-3-031-33374-3.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: adversarial defence, adversarial learning, applicability domain, cheminformatics, evasion attacks, machine learning

46.

Chen, Zeyu; Dost, Katharina; Zhu, Xuan; Chang, Xinglong; Dobbie, Gillian; Wicker, Jörg

Targeted Attacks on Time Series Forecasting Proceedings Article

In: Kashima, Hisashi; Ide, Tsuyoshi; Peng, Wen-Chih (Ed.): The 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), pp. 314-327, Springer Nature Switzerland, Cham, 2023, ISSN: 978-3-031-33383-5.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: adversarial learning, forecasting, machine learning, time series

45.

Wicker, Jörg; Krauter, Nicolas; Derstorff, Bettina; Stönner, Christof; Bourtsoukidis, Efstratios; Klüpfel, Thomas; Williams, Jonathan; Kramer, Stefan

Cinema Experiments 2013 Miscellaneous

2023.

Links | BibTeX | Altmetric | PlumX | Tags: atmospheric chemistry, cinema data mining, data mining, machine learning, smell of fear, sof

44.

Stönner, Christof; Edtbauer, Achim; Derstorff, Bettina; Bourtsoukidis, Efstratios; Klüpfel, Thomas; Wicker, Jörg; Williams, Jonathan

Cinema Experiments 2015 Miscellaneous

2023.

Links | BibTeX | Altmetric | PlumX | Tags: cinema data mining, data mining, machine learning, smell of fear, sof

43.

Dost, Katharina; Pullar-Strecker, Zac; Brydon, Liam; Zhang, Kunyang; Hafner, Jasmin; Riddle, Pat; Wicker, Jörg

Combatting over-specialization bias in growing chemical databases Journal Article

In: Journal of Cheminformatics, vol. 15, iss. 1, pp. 53, 2023, ISSN: 1758-2946.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: bias, biodegradation, cheminformatics, computational sustainability, data mining, enviPath, machine learning, metabolic pathways, multi-label classification, reliable machine learning

42.

Bensemann, Joshua; Cheena, Hasnain; Huang, David Tse Jung; Broadbent, Elizabeth; Williams, Jonathan; Wicker, Jörg

From What You See to What We Smell: Linking Human Emotions to Bio-markers in Breath Journal Article

In: IEEE Transactions on Affective Computing, pp. 1-13, 2023, ISSN: 1949-3045.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: biomarkers, breath analysis, cheminformatics, cinema data mining, emotional response analysis, machine learning, smell of fear

41.

Roeslin, Samuel; Ma, Quincy; Chigullapally, Pavan; Wicker, Jörg; Wotherspoon, Liam

Development of a Seismic Loss Prediction Model for Residential Buildings using Machine Learning – Christchurch, New Zealand Journal Article

In: Natural Hazards and Earth System Sciences, vol. 23, no. 3, pp. 1207-1226, 2023.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: computational sustainability, earthquakes, machine learning

2022

40.

Kim, Jonathan; Urschler, Martin; Riddle, Pat; Wicker, Jörg

Closing the Loop: Graph Networks to Unify Semantic Objects and Visual Features for Multi-object Scenes Proceedings Article

In: 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022), pp. 4352-4358, 2022, ISBN: 978-1-6654-7927-1.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: machine learning, SLAM

39.

Pullar-Strecker, Zac; Dost, Katharina; Frank, Eibe; Wicker, Jörg

Hitting the Target: Stopping Active Learning at the Cost-Based Optimum Journal Article

In: Machine Learning, 2022, ISSN: 1573-0565.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: active learning, data labelling, machine learning, stopping criteria

38.

Poonawala-Lohani, Nooriyan; Riddle, Pat; Adnan, Mehnaz; Wicker, Jörg

Geographic Ensembles of Observations using Randomised Ensembles of Autoregression Chains: Ensemble methods for spatio-temporal Time Series Forecasting of Influenza-like Illness Proceedings Article

In: pp. 1-7, Association for Computing Machinery, New York, NY, USA, 2022, ISBN: 9781450393867.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: bioinformatics, computational sustainability, dynamic time warping, forecasting, influenza, machine learning, medicine, time series

37.

Graffeuille, Olivier; Koh, Yun Sing; Wicker, Jörg; Lehmann, Moritz

Semi-Supervised Conditional Density Estimation with Wasserstein Laplacian Regularisation Proceedings Article

In: Proceeding of the Thirty-Sixth AAAI Conference on Artificial Intelligence, pp. 6746-6754, 2022.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: classification, computational sustainability, machine learning, semi-supervised learning

36.

Dost, Katharina; Duncanson, Hamish; Ziogas, Ioannis; Riddle, Pat; Wicker, Jörg

Divide and Imitate: Multi-Cluster Identification and Mitigation of Selection Bias Proceedings Article

In: 26th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD2022), pp. 149-160, Springer-Verlag, Berlin, Heidelberg, 2022, ISBN: 978-3-031-05935-3.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: bias, clustering, machine learning

35.

Kim, Jonathan; Urschler, Martin; Riddle, Pat; Wicker, Jörg

SymbioLCD – Datasets Miscellaneous

data set, 2022.

Links | BibTeX | Altmetric | PlumX | Tags: machine learning, SLAM

34.

Poonawala-Lohani, Nooriyan; Riddle, Pat; Adnan, Mehnaz; Wicker, Jörg

A Novel Approach for Time Series Forecasting of Influenza-like Illness Using a Regression Chain Method Proceedings Article

In: Altman, Russ; Dunker, Keith; Hunter, Lawrence; Ritchie, Marylyn; Murray, Tiffany; Klein, Teri (Ed.): Pacific Symposium on Biocomputing, pp. 301-312, 2022.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: computational sustainability, forecasting, influenza, machine learning, time series

2021

33.

Kim, Jonathan; Urschler, Martin; Riddle, Pat; Wicker, Jörg

SymbioLCD: Ensemble-Based Loop Closure Detection using CNN-Extracted Objects and Visual Bag-of-Words Proceedings Article

In: 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 5425-5425, 2021.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: machine learning, SLAM

32.

Tam, Jason; Lorsbach, Tim; Schmidt, Sebastian; Wicker, Jörg

Holistic Evaluation of Biodegradation Pathway Prediction: Assessing Multi-Step Reactions and Intermediate Products Journal Article

In: Journal of Cheminformatics, vol. 13, no. 1, pp. 63, 2021.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: biodegradation, cheminformatics, computational sustainability, data mining, enviPath, machine learning, metabolic pathways

31.

Stepišnik, Tomaž; Škrlj, Blaž; Wicker, Jörg; Kocev, Dragi

A comprehensive comparison of molecular feature representations for use in predictive modeling Journal Article

In: Computers in Biology and Medicine, vol. 130, pp. 104197, 2021, ISSN: 0010-4825.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: biodegradation, cheminformatics, computational sustainability, data mining, enviPath, machine learning, metabolic pathways, molecular feature representation, toxicity

2020

30.

Chester, Andrew; Koh, Yun Sing; Wicker, Jörg; Sun, Quan; Lee, Junjae

Balancing Utility and Fairness against Privacy in Medical Data Proceedings Article

In: IEEE Symposium Series on Computational Intelligence (SSCI), pp. 1226-1233, IEEE, 2020.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: accuracy, computational sustainability, data mining, fairness, imbalance, machine learning, medicine, privacy

29.

Dost, Katharina; Taskova, Katerina; Riddle, Pat; Wicker, Jörg

Your Best Guess When You Know Nothing: Identification and Mitigation of Selection Bias Proceedings Article

In: 2020 IEEE International Conference on Data Mining (ICDM), pp. 996-1001, IEEE, 2020, ISSN: 2374-8486.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: bias, data mining, fairness, machine learning

28.

Roeslin, Samuel; Ma, Quincy; Chigullapally, Pavan; Wicker, Jörg; Wotherspoon, Liam

Feature Engineering for a Seismic Loss Prediction Model using Machine Learning, Christchurch Experience Proceedings Article

In: 17th World Conference on Earthquake Engineering, 2020.

Abstract | Links | BibTeX | Tags: computational sustainability, data mining, earthquakes, machine learning

27.

Roeslin, Samuel; Ma, Quincy; Juárez-Garcia, Hugon; Gómez-Bernal, Alonso; Wicker, Jörg; Wotherspoon, Liam

A machine learning damage prediction model for the 2017 Puebla-Morelos, Mexico, earthquake Journal Article

In: Earthquake Spectra, vol. 36, no. 2, pp. 314-339, 2020.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: computational sustainability, data mining, earthquakes, machine learning

2019

26.

Wicker, Jörg; Hua, Yan Cathy; Rebello, Rayner; Pfahringer, Bernhard

XOR-based Boolean Matrix Decomposition Proceedings Article

In: Wang, Jianyong; Shim, Kyuseok; Wu, Xindong (Ed.): 2019 IEEE International Conference on Data Mining (ICDM), pp. 638-647, IEEE, 2019, ISBN: 978-1-7281-4604-1.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: Boolean matrix decomposition, data mining

25.

Jonauskaite, Domicele; Wicker, Jörg; Mohr, Chrisine; Dael, Nele; Havelka, Jelena; Papadatou-Pastou, Marietta; Zhang, Meng; Oberfeld, Daniel

A machine learning approach to quantifying the specificity of color-emotion associations and their cultural differences Journal Article

In: Royal Society Open Science, vol. 6, no. 9, pp. 190741, 2019.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: emotion, machine learning, psychology

24.

Roeslin, Samuel; Ma, Quincy; Wicker, Jörg; Wotherspoon, Liam

Data integration for the development of a seismic loss prediction model for residential buildings in New Zealand Proceedings Article

In: Cellier, Peggy; Driessens, Kurt (Ed.): Machine Learning and Knowledge Discovery in Databases, pp. 88-100, Springer International Publishing, Cham, 2019, ISBN: 978-3-030-43887-6.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: computational sustainability, earthquakes

23.

Williams, Jonathan; Stönner, Christof; Edtbauer, Achim; Derstorff, Bettina; Bourtsoukidis, Efstratios; Klüpfel, Thomas; Krauter, Nicolas; Wicker, Jörg; Kramer, Stefan

What can we learn from the air chemistry of crowds? Proceedings Article

In: Hansel, Armin; Dunkl, Jürgen (Ed.): 8th International Conference on Proton Transfer Reaction Mass Spectrometry and its Applications, pp. 121-123, Innsbruck University Press, Innsbruck, 2019.

Abstract | Links | BibTeX | Tags: atmospheric chemistry, breath analysis, cheminformatics, cinema data mining, data mining, emotional response analysis, machine learning, movie analysis, smell of fear, sof, time series

2018

22.

Stönner, Christof; Edtbauer, Achim; Derstorff, Bettina; Bourtsoukidis, Efstratios; Klüpfel, Thomas; Wicker, Jörg; Williams, Jonathan

Proof of concept study: Testing human volatile organic compounds as tools for age classification of films Journal Article

In: PLOS One, vol. 13, no. 10, pp. 1-14, 2018.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: atmospheric chemistry, breath analysis, cheminformatics, cinema data mining, data mining, emotional response analysis, machine learning, movie analysis, smell of fear, sof, time series

21.

Stönner, Christof; Edtbauer, Achim; Derstorff, Bettina; Bourtsoukidis, Efstratios; Klüpfel, Thomas; Wicker, Jörg; Williams, Jonathan

Investigating human emissions of volatile organic compounds in a cinema, flux rates, links to scene content, and possible applications Conference

15th Conference of the International Society of Indoor Air Quality and Climate, INDOOR AIR 2018, International Society of Indoor Air Quality and Climate, 2018, ISBN: 978-171382651-4.

Abstract | BibTeX | Tags: atmospheric chemistry, cheminformatics, cinema data mining, sof

2017

20.

Wicker, Jörg; Kramer, Stefan

The Best Privacy Defense is a Good Privacy Offense: Obfuscating a Search Engine User’s Profile Journal Article

In: Data Mining and Knowledge Discovery, vol. 31, no. 5, pp. 1419-1443, 2017, ISSN: 1573-756X.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: adversarial learning, machine learning, personalized ads, privacy, reinforcement learning, search engines

19.

Latino, Diogo; Wicker, Jörg; Gütlein, Martin; Schmid, Emanuel; Kramer, Stefan; Fenner, Kathrin

Eawag-Soil in enviPath: a new resource for exploring regulatory pesticide soil biodegradation pathways and half-life data Journal Article

In: Environmental Science: Process & Impact, 2017.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: biodegradation, cheminformatics, computational sustainability, data mining, enviPath, multi-label classification, REST, web services

2016

18.

Wicker, Jörg; Fenner, Kathrin; Kramer, Stefan

A Hybrid Machine Learning and Knowledge Based Approach to Limit Combinatorial Explosion in Biodegradation Prediction Book Section

In: Lässig, Jörg; Kersting, Kristian; Morik, Katharina (Ed.): Computational Sustainability, pp. 75-97, Springer International Publishing, Cham, 2016, ISBN: 978-3-319-31858-5.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: biodegradation, cheminformatics, computational sustainability, enviPath, machine learning, metabolic pathways, multi-label classification

17.

Wicker, Jörg; Tyukin, Andrey; Kramer, Stefan

A Nonlinear Label Compression and Transformation Method for Multi-Label Classification using Autoencoders Proceedings Article

In: Bailey, James; Khan, Latifur; Washio, Takashi; Dobbie, Gill; Huang, Zhexue Joshua; Wang, Ruili (Ed.): The 20th Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD), pp. 328-340, Springer International Publishing, Switzerland, 2016, ISBN: 978-3-319-31753-3.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: autoencoders, label compression, machine learning, multi-label classification

16.

Wicker, Jörg; Lorsbach, Tim; Gütlein, Martin; Schmid, Emanuel; Latino, Diogo; Kramer, Stefan; Fenner, Kathrin

enviPath – The Environmental Contaminant Biotransformation Pathway Resource Journal Article

In: Nucleic Acid Research, vol. 44, no. D1, pp. D502-D508, 2016.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: biodegradation, cheminformatics, computational sustainability, data mining, enviPath, linked data, machine learning, metabolic pathways, multi-label classification

15.

Raza, Atif; Wicker, Jörg; Kramer, Stefan

Trading Off Accuracy for Efficiency by Randomized Greedy Warping Proceedings Article

In: Proceedings of the 31st Annual ACM Symposium on Applied Computing, pp. 883-890, ACM, New York, NY, USA, 2016, ISBN: 978-1-4503-3739-7.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: data mining, dynamic time warping, time series

14.

Williams, Jonathan; Stönner, Christof; Wicker, Jörg; Krauter, Nicolas; Derstorff, Bettina; Bourtsoukidis, Efstratios; Klüpfel, Thomas; Kramer, Stefan

Cinema audiences reproducibly vary the chemical composition of air during films, by broadcasting scene specific emissions on breath Journal Article

In: Scientific Reports, vol. 6, 2016.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: atmospheric chemistry, causality, cheminformatics, data mining, emotional response analysis, smell of fear, sof, time series

2015

13.

Wicker, Jörg; Krauter, Nicolas; Derstorff, Bettina; Stönner, Christof; Bourtsoukidis, Efstratios; Klüpfel, Thomas; Williams, Jonathan; Kramer, Stefan

Cinema Data Mining: The Smell of Fear Proceedings Article

In: Proceedings of the 21st ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 1235-1304, ACM ACM, New York, NY, USA, 2015, ISBN: 978-1-4503-3664-2.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: atmospheric chemistry, breath analysis, causality, cheminformatics, cinema data mining, data mining, emotional response analysis, movie analysis, smell of fear, sof, time series

12.

Tyukin, Andrey; Kramer, Stefan; Wicker, Jörg

Scavenger – A Framework for the Efficient Evaluation of Dynamic and Modular Algorithms Proceedings Article

In: Bifet, Albert; May, Michael; Zadrozny, Bianca; Gavalda, Ricard; Pedreschi, Dino; Cardoso, Jaime; Spiliopoulou, Myra (Ed.): Machine Learning and Knowledge Discovery in Databases, pp. 325-328, Springer International Publishing, 2015, ISBN: 978-3-319-23460-1.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: autoencoders, distributed processing, framework, large-scale, Scavenger

2014

11.

Tyukin, Andrey; Kramer, Stefan; Wicker, Jörg

BMaD — A Boolean Matrix Decomposition Framework Proceedings Article

In: Calders, Toon; Esposito, Floriana; Hüllermeier, Eyke; Meo, Rosa (Ed.): Machine Learning and Knowledge Discovery in Databases, pp. 481-484, Springer Berlin Heidelberg, 2014, ISBN: 978-3-662-44844-1.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: Boolean matrix decomposition, data mining, framework

2013

10.

Wicker, Jörg

Large Classifier Systems in Bio- and Cheminformatics PhD Thesis

Technische Universität München, 2013.

Abstract | Links | BibTeX | Tags: biodegradation, bioinformatics, cheminformatics, computational sustainability, data mining, enviPath, machine learning, multi-label classification, multi-relational learning, toxicity

2012

9.

Wicker, Jörg; Pfahringer, Bernhard; Kramer, Stefan

Multi-label Classification Using Boolean Matrix Decomposition Proceedings Article

In: Proceedings of the 27th Annual ACM Symposium on Applied Computing, pp. 179–186, ACM, 2012, ISBN: 978-1-4503-0857-1.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: associations, Boolean matrix decomposition, machine learning, multi-label classification

2010

8.

Hardy, Barry; Douglas, Nicki; Helma, Christoph; Rautenberg, Micha; Jeliazkova, Nina; Jeliazkov, Vedrin; Nikolova, Ivelina; Benigni, Romualdo; Tcheremenskaia, Olga; Kramer, Stefan; Girschick, Tobias; Buchwald, Fabian; Wicker, Jörg; Karwath, Andreas; Gütlein, Martin; Maunz, Andreas; Sarimveis, Haralambos; Melagraki, Georgia; Afantitis, Antreas; Sopasakis, Pantelis; Gallagher, David; Poroikov, Vladimir; Filimonov, Dmitry; Zakharov, Alexey; Lagunin, Alexey; Gloriozova, Tatyana; Novikov, Sergey; Skvortsova, Natalia; Druzhilovsky, Dmitry; Chawla, Sunil; Ghosh, Indira; Ray, Surajit; Patel, Hitesh; Escher, Sylvia

Collaborative development of predictive toxicology applications Journal Article

In: Journal of Cheminformatics, vol. 2, no. 1, pp. 7, 2010, ISSN: 1758-2946.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: cheminformatics, computational sustainability, data mining, machine learning, REST, toxicity

57 entries « 1 of 2 »