Browse Books

Štefelová N, Palarea‐Albaladejo J and Hron K (2021). Weighted pivot coordinates for partial least squares‐based marker discovery in high‐throughput compositional data, Statistical Analysis and Data Mining, 14:4, (315-330), Online publication date: 4-Jul-2021.

Creus-Martí I, Moya A, Santonja F and Takayasu M (2021). A Dirichlet Autoregressive Model for the Analysis of Microbiota Time-Series Data, Complexity, 2021, Online publication date: 1-Jan-2021.

Liu B Missing data filling method based on Aitchison simplex space Proceedings of the 2021 5th International Conference on Electronic Information Technology and Computer Engineering, (1341-1344)

Hooven T, Lin Y and Salleb-Aouissi A Multiple instance learning for predicting necrotizing enterocolitis in premature infants using microbiome data Proceedings of the ACM Conference on Health, Inference, and Learning, (99-109)

Sripriya T, Srinivasan M and Gallo M (2019). Robust distance measure to detect outliers for categorical data, Soft Computing - A Fusion of Foundations, Methodologies and Applications, 24:18, (13557-13564), Online publication date: 1-Sep-2020.

Fraundorf P and Gershenson C (2019). Task-Layer Multiplicity as a Measure of Community Level Health, Complexity, 2019, Online publication date: 1-Jan-2019.

Garcia J and Korhonen T Efficient Distribution-Derived Features for High-Speed Encrypted Flow Classification Proceedings of the 2018 Workshop on Network Meets AI & ML, (21-27)

Talsk R, Menafoglio A, Machalov J, Hron K and Fierov E (2018). Compositional regression with functional response, Computational Statistics & Data Analysis, 123:C, (66-85), Online publication date: 1-Jul-2018.

Avalos-Fernandez M, Nock R, Ong C, Rouar J and Sun K Representation learning of compositional data Proceedings of the 32nd International Conference on Neural Information Processing Systems, (6680-6690)

Lo C and Marculescu R Inferring Microbial Interactions from Metagenomic Time-series Using Prior Biological Knowledge Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology,and Health Informatics, (168-177)

Hron K, Brito P and Filzmoser P (2017). Exploratory data analysis for interval compositional data, Advances in Data Analysis and Classification, 11:2, (223-241), Online publication date: 1-Jun-2017.

Wei D (2017). k-quantiles, Pattern Recognition Letters, 92:C, (49-55), Online publication date: 1-Jun-2017.

Xiong Y and Zuo R (2016). Recognition of geochemical anomalies using a deep autoencoder network, Computers & Geosciences, 86:C, (75-82), Online publication date: 1-Jan-2016.

Toulis P and Parkes D Long-term causal effects via behavioral game theory Proceedings of the 30th International Conference on Neural Information Processing Systems, (2612-2620)

Sato-Ilic M and Ilic P (2016). Visualization of Fuzzy Clustering Result in Metric Space, Procedia Computer Science, 96:C, (1666-1675), Online publication date: 1-Oct-2016.

Galletti A and Maratea A (2016). A Bound for the Accuracy of Sensors Acquiring Compositional Data, Procedia Computer Science, 98:C, (485-490), Online publication date: 1-Oct-2016.

Shanshan Zhang , Bauckhage C, Klein D and Cremers A (2015). Exploring Human Vision Driven Features for Pedestrian Detection, IEEE Transactions on Circuits and Systems for Video Technology, 25:10, (1709-1720), Online publication date: 1-Oct-2015.

He Y, Wang C and Jiang C Discovering Canonical Correlations between Topical and Topological Information in Document Networks Proceedings of the 24th ACM International on Conference on Information and Knowledge Management, (1281-1290)

Thomas P and Lovell D Compositional data analysis (CoDA) approaches to distance in information retrieval Proceedings of the 37th international ACM SIGIR conference on Research & development in information retrieval, (991-994)

Cheng C, Hung Y and Balakrishnan N (2014). Generating beta random numbers and Dirichlet random vectors in R, Computational Statistics & Data Analysis, 71:C, (1011-1020), Online publication date: 1-Mar-2014.

Long W and Wang Q Correlation Coefficient of Compositional Data Based on Isometric Logratio Transformation Proceedings of the 2013 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT) - Volume 03, (66-69)

Bouguila N (2013). Deriving kernels from generalized Dirichlet mixture models and applications, Information Processing and Management: an International Journal, 49:1, (123-137), Online publication date: 1-Jan-2013.

Templ M, Alfons A and Filzmoser P (2012). Exploring incomplete data using visualization techniques, Advances in Data Analysis and Classification, 6:1, (29-47), Online publication date: 1-Apr-2012.

Paparrizos I, Koutsonikola V, Angelis L and Vakali A Automatic extraction of structure, content and usage data statistics of web sites Proceedings of the 21st ACM conference on Hypertext and hypermedia, (301-302)

Frigyik B, Gupta M and Chen Y Shadow Dirichlet for restricted probability modeling Proceedings of the 23rd International Conference on Neural Information Processing Systems - Volume 1, (613-621)

Cohen S and Smith N (2010). Covariance in Unsupervised Learning of Probabilistic Grammars, The Journal of Machine Learning Research, 11, (3017-3051), Online publication date: 1-Mar-2010.

Erlich Y, Gordon A, Brand M, Hannon G and Mitra P (2010). Compressed genotyping, IEEE Transactions on Information Theory, 56:2, (706-723), Online publication date: 1-Feb-2010.

Sei T Gradient-based probability family on a convex domain Proceedings of the 9th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases, (312-314)

Takai K and Yada K Relation between stay-time and purchase probability based on RFID data in a Japanese supermarket Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part III, (254-263)

Changizi N and Hamarneh G Probabilistic multi-shape representation using an isometric log-ratio mapping Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part III, (563-570)

Cuesta-Albertos J, Cuevas A and Fraiman R (2009). On projection-based tests for directional and compositional data, Statistics and Computing, 19:4, (367-380), Online publication date: 1-Dec-2009.

Cohen S and Smith N Shared logistic normal distributions for soft parameter tying in unsupervised grammar induction Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, (74-82)

Wong T (2009). Alternative prior assumptions for improving the performance of naïve Bayesian classifiers, Data Mining and Knowledge Discovery, 18:2, (183-213), Online publication date: 1-Apr-2009.

Filzmoser P, Hron K, Reimann C and Garrett R (2009). Robust factor analysis for compositional data, Computers & Geosciences, 35:9, (1854-1861), Online publication date: 1-Sep-2009.

Bouguila N and ElGuebaly W (2009). Discrete data clustering using finite mixture models, Pattern Recognition, 42:1, (33-42), Online publication date: 1-Jan-2009.

Hanselmann M, Köthe U, Renard B, Kirchner M, Heeren R and Hamprecht F Multivariate watershed segmentation of compositional data Proceedings of the 15th IAPR international conference on Discrete geometry for computer imagery, (180-192)

van den Boogaart K and Tolosana-Delgado R (2008). "compositions", Computers & Geosciences, 34:4, (320-338), Online publication date: 1-Apr-2008.

Longford N and Pittau M (2006). Stability of household income in European countries in the 1990s, Computational Statistics & Data Analysis, 51:2, (1364-1383), Online publication date: 1-Nov-2006.

Bamber D, Goodman I and Nguyen H (2005). Robust reasoning with rules that have exceptions, Annals of Mathematics and Artificial Intelligence, 45:1-2, (83-171), Online publication date: 1-Oct-2005.

Dujmović J and Herder C (2004). Visualization of Java workloads using ternary diagrams, ACM SIGSOFT Software Engineering Notes, 29:1, (261-265), Online publication date: 1-Jan-2004.

Dujmović J and Herder C Visualization of Java workloads using ternary diagrams Proceedings of the 4th international workshop on Software and performance, (261-265)

Lad F and Di Bacco M (2002). Assessing the Value of a Second Opinion, Annals of Mathematics and Artificial Intelligence, 35:1-4, (227-252), Online publication date: 21-May-2002.

Blot L, Davis A, Holubinka M, Martí R and Zwiggelaar R (2002). Automated quality assurance applied to mammographic imaging, EURASIP Journal on Advances in Signal Processing, 2002:1, (736-745), Online publication date: 1-Jan-2002.

Gupta A and Song D (1996). Generalized liouville distribution, Computers & Mathematics with Applications, 32:2, (103-109), Online publication date: 1-Jul-1996.