Publications

73 entries « 1 of 2 »

2024

73.

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

72.

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

71.

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Regional Bias in Monolingual English Language Models Unpublished Forthcoming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

70.

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A Systematic Review of Aspect-based Sentiment Analysis: Domains, Methods, and Trends Unpublished Forthcoming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

69.

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Defining Applicability Domain in Biodegradation Pathway Prediction Unpublished Forthcoming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

68.

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Advancements in Biotransformation Pathway Prediction: Enhancements, Datasets, and Novel Functionalities in enviPath Unpublished Forthcoming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

67.

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

66.

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

65.

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

64.

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

63.

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

62.

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

61.

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

60.

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

59.

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

58.

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

57.

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

56.

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

55.

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

54.

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

53.

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

52.

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

51.

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

SymbioLCD – Datasets Miscellaneous

data set, 2022.

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

50.

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

49.

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

48.

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

47.

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

46.

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

45.

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

44.

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

43.

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

42.

Cheng, Xinlai; Haeberle, Stefanie; Shytaj, Iart Luca; Gama-Brambila, Rodrigo A.; Theobald, Jannick; Ghafoory, Shahrouz; Wölker, Jessica; Basu, Uttara; Schmidt, Claudia; Timm, Annika; Taškova, Katerina; Bauer, Andrea S.; Hoheisel, Jörg; Tsopoulidis, Nikolaos; Fackler, Oliver T.; Savarino, Andrea; Andrade-Navarro, Miguel A.; Ott, Ingo; Lusic, Marina; Hadaschik, Eva N.; Wölfl , Stefan

NHC-gold compounds mediate immune suppression through induction of AHR-TGFβ1 signalling in vitro and in scurfy mice Journal Article

In: Communications Biology, vol. 3, pp. 2399-3642, 2020, ISSN: 2399-3642.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: bioinformatics

2019

41.

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

40.

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

39.

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

38.

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

37.

Dabiri, Yasamin; Gama-Brambila, Rodrigo A.; Taskova, Katerina; Herold, Kristina; Reuter, Stefanie; Adjaye, James; Utikal, Jochen; Mrowka, Ralf; Wang, Jichang; Andrade-Navarro, Miguel A.; Cheng, Xinlai

Imidazopyridines as Potent KDM5 Demethylase Inhibitors Promoting Reprogramming Efficiency of Human iPSCs Journal Article

In: iScience, vol. 12, pp. 168-181, 2019, ISSN: 2589-0042.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: Biochemistry, Biological Sciences, Molecular Biology

36.

Taškova, Katerina; Fontaine, Jean-Fred; Mrowka, Ralf; Andrade-Navarro, Miguel A.

Literature optimized integration of gene expression for organ-specific evaluation of toxicogenomics datasets Journal Article

In: PLOS ONE, vol. 14, no. 1, pp. 1-21, 2019.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: bioinformatics

2018

35.

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

34.

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

33.

Theobald, Jannick; Ghanem, Ali; Wallisch, Patrick; Banaeiyan, Amin A.; Andrade-Navarro, Miguel A.; Taškova, Katerina; Haltmeier, Manuela; Kurtz, Andreas; Becker, Holger; Reuter, Stefanie; Mrowka, Ralf; Cheng, Xinlai; Wölfl, Stefan

Liver-Kidney-on-Chip To Study Toxicity of Drug Metabolites Journal Article

In: ACS Biomaterials Science & Engineering, vol. 4, no. 1, pp. 78-89, 2018, (PMID: 33418680).

Links | BibTeX | Altmetric | PlumX | Tags: bioinformatics

32.

Mah, Nancy; Taskova, Katerina; Amrani, Khadija El; Hariharan, Krithika; Kurtz, Andreas; Andrade-Navarro, Miguel A.

Evaluating Cell Identity from Transcription Profiles Journal Article

In: bioRxiv, 2018.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: bioinformatics

31.

Taškova, Katerina; Fontaine, Jean-Fred; Mrowka, Ralf; Andrade-Navarro, Miguel A.

Evaluation of in vivo and in vitro models of toxicity by comparison of toxicogenomics data with the literature Journal Article

In: Methods, vol. 132, pp. 57-65, 2018, ISSN: 1046-2023, (Comparison and Visualization Methods for High-Dimensional Biological Data).

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: Differential expression analysis, Functional enrichment analysis, Literature co-occurrence analysis, model systems, Toxicogenomics data integration

2017

30.

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

29.

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

28.

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

27.

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

26.

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

25.

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

24.

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

73 entries « 1 of 2 »