Ioannis Tsamardinos: search on Z-Library

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1

The max-min hill-climbing Bayesian network structure learning algorithm

Ioannis Tsamardinos, Laura E. Brown, Constantin F. Aliferis

Journal:

Machine Learning

Year:

2006

Language:

english

File:

PDF, 1.02 MB

english, 2006

2

Autominder: an intelligent cognitive orthotic system for people with memory impairment

Martha E. Pollack, Laura Brown, Dirk Colbry, Colleen E. McCarthy, Cheryl Orosz, Bart Peintner, Sailesh Ramakrishnan, Ioannis Tsamardinos

Journal:

Robotics and Autonomous Systems

Year:

2003

Language:

english

File:

PDF, 179 KB

english, 2003

3

[ACM Press the 10th Hellenic Conference - Patras, Greece (2018.07.09-2018.07.12)] Proceedings of the 10th Hellenic Conference on Artificial Intelligence - SETN '18 - Mining Free-Text Medical Notes for Suicide Risk Assessment

Adamou, Marios, Antoniou, Grigoris, Greasidou, Elissavet, Lagani, Vincenzo, Charonyktakis, Paulos, Tsamardinos, Ioannis

Year:

2018

Language:

english

File:

PDF, 326 KB

english, 2018

4

A greedy feature selection algorithm for Big Data of high dimensionality

Tsamardinos, Ioannis, Borboudakis, Giorgos, Katsogridakis, Pavlos, Pratikakis, Polyvios, Christophides, Vassilis

Journal:

Machine Learning

Year:

2018

Language:

english

File:

PDF, 1.21 MB

english, 2018

5

Efficient solution techniques for disjunctive temporal reasoning problems

Ioannis Tsamardinos, Martha E Pollack

Journal:

Artificial Intelligence

Year:

2003

Language:

english

File:

PDF, 614 KB

english, 2003

6

An Automated Machine Learning Architecture for the Accelerated Prediction of Metal-Organic Frameworks Performance in Energy and Environmental Applications

Tsamardinos, Ioannis, Fanourgakis, George S., Greasidou, Elissavet, Klontzas, Emmanuel, Gkagkas, Konstantinos, Froudakis, George E.

Journal:

Microporous and Mesoporous Materials

Year:

2020

Language:

english

File:

PDF, 2.79 MB

english, 2020

7

Bootstrapping the out-of-sample predictions for efficient and accurate cross-validation

Tsamardinos, Ioannis, Greasidou, Elissavet, Borboudakis, Giorgos

Journal:

Machine Learning

Year:

2018

Language:

english

File:

PDF, 763 KB

english, 2018

8

Chemically intuited, large-scale screening of MOFs by machine learning techniques

Borboudakis, Giorgos, Stergiannakos, Taxiarchis, Frysali, Maria, Klontzas, Emmanuel, Tsamardinos, Ioannis, Froudakis, George E.

Journal:

npj Computational Materials

Year:

2017

Language:

english

File:

PDF, 1.24 MB

english, 2017

9

Constraint-based causal discovery with mixed data

Tsagris, Michail, Borboudakis, Giorgos, Lagani, Vincenzo, Tsamardinos, Ioannis

Journal:

International Journal of Data Science and Analytics

Year:

2018

Language:

english

File:

PDF, 1.27 MB

english, 2018

10

MiRduplexSVM: A High-Performing MiRNA-Duplex Prediction and Evaluation Methodology

Karathanasis, Nestoras, Tsamardinos, Ioannis, Poirazi, Panayiota, Patnaik, Santosh

Journal:

Year:

2015

Language:

english

File:

PDF, 2.28 MB

english, 2015

11

Translating vitamin D transcriptomics to clinical evidence: analysis of data in asthma and chronic obstructive pulmonary disease, followed by clinical data meta-analysis

Malliaraki, Niki, Lakiotaki, Kleanthi, Vamvoukaki, Rodanthi, Notas, George, Tsamardinos, Ioannis, Kampa, Marilena, Castanas, Elias

Journal:

The Journal of Steroid Biochemistry and Molecular Biology

Year:

2019

Language:

english

File:

PDF, 3.56 MB

english, 2019

12

The Î³-OMP algorithm for feature selection with application to gene expression data

Tsagris, Michail, Papadovasilakis, Zacharias, Lakiotaki, Kleanthi, Tsamardinos, Ioannis

Journal:

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Year:

2020

File:

PDF, 4.54 MB

2020

13

Performance-Estimation Properties of Cross-Validation-Based Protocols with Simultaneous Hyper-Parameter Optimization

Tsamardinos, Ioannis, Rakhshani, Amin, Lagani, Vincenzo

Journal:

International Journal of Artificial Intelligence Tools

Year:

2015

Language:

english

File:

PDF, 2.39 MB

english, 2015

14

On user-centric modular QoE prediction for VoIP based on machine-learning algorithms

Papadopouli, Maria, Charonyktakis, Paulos, Plakia, Maria, Tsamardinos, Ioannis

Journal:

IEEE Transactions on Mobile Computing

Year:

2015

Language:

english

File:

PDF, 572 KB

english, 2015

15

MatureP: prediction of secreted proteins with exclusive information from their mature regions

Orfanoudaki, Georgia, Markaki, Maria, Chatzi, Katerina, Tsamardinos, Ioannis, Economou, Anastassios

Journal:

Scientific Reports

Year:

2017

Language:

english

File:

PDF, 2.99 MB

english, 2017

16

Feature selection for high-dimensional temporal data

Tsagris, Michail, Lagani, Vincenzo, Tsamardinos, Ioannis

Journal:

BMC Bioinformatics

Year:

2018

Language:

english

File:

PDF, 894 KB

english, 2018

17

omicsNPC: Applying the Non-Parametric Combination Methodology to the Integrative Analysis of Heterogeneous Omics Data

Karathanasis, Nestoras, Tsamardinos, Ioannis, Lagani, Vincenzo, Fröhlich, Holger

Journal:

Year:

2016

Language:

english

File:

PDF, 2.85 MB

english, 2016

18

Factors Influencing the Statistical Power of Complex Data Analysis Protocols for Molecular Signature Development from Microarray Data

Aliferis, Constantin F., Statnikov, Alexander, Tsamardinos, Ioannis, Schildcrout, Jonathan S., Shepherd, Bryan E., Harrell, Frank E., Bajic, Vladimir B.

Journal:

Year:

2009

Language:

english

File:

PDF, 277 KB

english, 2009

19

Correction to: Constraint-based causal discovery with mixed data

Tsagris, Michail, Borboudakis, Giorgos, Lagani, Vincenzo, Tsamardinos, Ioannis

Journal:

International Journal of Data Science and Analytics

Year:

2018

Language:

english

File:

PDF, 325 KB

english, 2018

20

A systematic review of predictive risk models for diabetes complications based on large scale clinical studies

Lagani, Vincenzo, Koumakis, Lefteris, Chiarugi, Franco, Lakasing, Edin, Tsamardinos, Ioannis

Journal:

Journal of Diabetes and its Complications

Year:

2013

Language:

english

File:

PDF, 283 KB

english, 2013

21

Development and validation of risk assessment models for diabetes-related complications based on the DCCT/EDIC data

Lagani, Vincenzo, Chiarugi, Franco, Thomson, Shona, Fursse, Jo, Lakasing, Edin, Jones, Russell W., Tsamardinos, Ioannis

Journal:

Journal of Diabetes and its Complications

Year:

2015

Language:

english

File:

PDF, 294 KB

english, 2015

22

âReducedâ HUNT model outperforms NLST and NELSON study criteria in predicting lung cancer in the Danish screening trial

RÃ¸e, Oluf Dimitri, Markaki, Maria, Tsamardinos, Ioannis, Lagani, Vincenzo, Nguyen, Olav Toai Duc, Pedersen, Jesper Holst, Saghir, Zaigham, Ashraf, Haseem Gary

Journal:

BMJ Open Respiratory Research

Year:

2019

File:

PDF, 455 KB

2019

23

Realization of a service for the long-term risk assessment of diabetes-related complications

Lagani, Vincenzo, Chiarugi, Franco, Manousos, Dimitris, Verma, Vivek, Fursse, Joanna, Marias, Kostas, Tsamardinos, Ioannis

Journal:

Journal of Diabetes and its Complications

Year:

2015

Language:

english

File:

PDF, 1.17 MB

english, 2015

24

[IEEE 2013 IEEE 13th International Conference on Bioinformatics and Bioengineering (BIBE) - Chania, Greece (2013.11.10-2013.11.13)] 13th IEEE International Conference on BioInformatics and BioEngineering - A bioinformatics approach for investigating the determinants of Drosha processing

Karathanasis, Nestoras, Tsamardinos, Ioannis, Poirazi, Panayiota

Year:

2013

Language:

english

File:

PDF, 175 KB

english, 2013

25

SCENERY: a web application for (causal) network reconstruction from cytometry data

Papoutsoglou, Georgios, Athineou, Giorgos, Lagani, Vincenzo, Xanthopoulos, Iordanis, Schmidt, Angelika, Éliás, Szabolcs, Tegnér, Jesper, Tsamardinos, Ioannis

Journal:

Nucleic Acids Research

Year:

2017

Language:

english

File:

PDF, 1.45 MB

english, 2017

26

[ACM Press the ninth ACM SIGKDD international conference - Washington, D.C. (2003.08.24-2003.08.27)] Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '03 - Time and sample efficient discovery of Markov blankets and direct causal relations

Tsamardinos, Ioannis, Aliferis, Constantin F., Statnikov, Alexander

Year:

2003

Language:

english

File:

PDF, 185 KB

english, 2003

27

BioDataome: a collection of uniformly preprocessed and automatically annotated datasets for data-driven biology

Lakiotaki, Kleanthi, Vorniotakis, Nikolaos, Tsagris, Michail, Georgakopoulos, Georgios, Tsamardinos, Ioannis

Journal:

Year:

2018

Language:

english

File:

PDF, 1.60 MB

english, 2018

28

[IEEE 2012 IEEE 12th International Conference on Bioinformatics & Bioengineering (BIBE) - Larnaca, Cyprus (2012.11.11-2012.11.13)] 2012 IEEE 12th International Conference on Bioinformatics & Bioengineering (BIBE) - SVM-based miRNA: MiRNA∗ duplex prediction

Nestoras, Karathanasis, Ioannis, Tsamardinos, Angelos, P. Armen, Ioannis, Tsamardinos, Nestoras, Karathanasis, Panayiota, Poirazi

Year:

2012

Language:

english

File:

PDF, 483 KB

english, 2012

29

BIOMARKER SIGNATURE IDENTIFICATION IN “OMICS” DATA WITH MULTI-CLASS OUTCOME

Lagani, Vincenzo, Kortas, George, Tsamardinos, Ioannis

Journal:

Computational and Structural Biotechnology Journal

Year:

2013

Language:

english

File:

PDF, 1.91 MB

english, 2013

30

Predicting Causal Relationships from Biological Data: Applying Automated Causal Discovery on Mass Cytometry Data of Human Immune Cells

Triantafillou, Sofia, Lagani, Vincenzo, Heinze-Deml, Christina, Schmidt, Angelika, Tegner, Jesper, Tsamardinos, Ioannis

Journal:

Scientific Reports

Year:

2017

Language:

english

File:

PDF, 2.96 MB

english, 2017

31

[ACM Press Twenty-first international conference - Banff, Alberta, Canada (2004.07.04-2004.07.08)] Twenty-first international conference on Machine learning - ICML '04 - A theoretical characterization of linear SVM-based feature selection

Hardin, Douglas, Tsamardinos, Ioannis, Aliferis, Constantin F.

Year:

2004

File:

PDF, 853 KB

2004

32

Author Correction: Chemically intuited, large-scale screening of MOFs by machine learning techniques

Borboudakis, Giorgos, Stergiannakos, Taxiarchis, Frysali, Maria, Klontzas, Emmanuel, Tsamardinos, Ioannis, Froudakis, George E.

Journal:

npj Computational Materials

Year:

2017

Language:

english

File:

PDF, 254 KB

english, 2017

33

Structural Basis of the Subcellular Topology Landscape of Escherichia coli

Loos, Maria S., Ramakrishnan, Reshmi, Vranken, Wim, Tsirigotaki, Alexandra, Tsare, Evrydiki-Pandora, Zorzini, Valentina, Geyter, Jozefien De, Yuan, Biao, Tsamardinos, Ioannis, Klappa, Maria, Schymkowi

Journal:

Frontiers in Microbiology

Year:

2019

Language:

english

File:

PDF, 6.18 MB

english, 2019

34

The morphological classification of heartbeats as dominant and non-dominant in ECG signals

Chiarugi, Franco, Emmanouilidou, Dimitra, Tsamardinos, Ioannis

Journal:

Physiological Measurement

Year:

2010

Language:

english

File:

PDF, 1.00 MB

english, 2010

35

[ACM Press the 22nd ACM SIGKDD International Conference - San Francisco, California, USA (2016.08.13-2016.08.17)] Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '16 - Towards Robust and Versatile Causal Discovery for Business Applications

Borboudakis, Giorgos, Tsamardinos, Ioannis

Year:

2016

Language:

english

File:

PDF, 1.43 MB

english, 2016

36

A data driven approach reveals disease similarity on a molecular level

Lakiotaki, Kleanthi, Georgakopoulos, George, Castanas, Elias, Røe, Oluf Dimitri, Borboudakis, Giorgos, Tsamardinos, Ioannis

Journal:

npj Systems Biology and Applications

Year:

2019

Language:

english

File:

PDF, 2.66 MB

english, 2019

37

The potential for the evolution of co-operation among web agents

CRISTINA BICCHIERI, MARTHA E. POLLACK, CARLO ROVELLI, IOANNIS TSAMARDINOS

Journal:

International Journal of Human-Computer Studies

Year:

1998

Language:

english

File:

PDF, 316 KB

english, 1998

38

Combining evidence from four immune cell types identifies DNA methylation patterns that implicate functionally distinct pathways during Multiple Sclerosis progression

Ewing, Ewoud, Kular, Lara, Fernandes, Sunjay J., Karathanasis, Nestoras, Lagani, Vincenzo, Ruhrmann, Sabrina, Tsamardinos, Ioannis, Tegner, Jesper, Piehl, Fredrik, Gomez-Cabrero, David, Jagodic, Maja

Journal:

Year:

2019

Language:

english

File:

PDF, 3.89 MB

english, 2019

39

Challenges in the Multivariate Analysis of Mass Cytometry Data: The Effect of Randomization

Papoutsoglou, Georgios, Lagani, Vincenzo, Schmidt, Angelika, Tsirlis, Konstantinos, Cabrero, David‐Gómez, Tegnér, Jesper, Tsamardinos, Ioannis

Journal:

Cytometry Part A

Year:

2019

Language:

english

File:

PDF, 4.64 MB

english, 2019

40

Erratum to: A comparative evaluation of data-merging and meta-analysis methods for reconstructing gene-gene interactions

Lagani, Vincenzo, Karozou, Argyro D., Gomez-Cabrero, David, Silberberg, Gilad, Tsamardinos, Ioannis

Journal:

BMC Bioinformatics

Year:

2016

Language:

english

File:

PDF, 337 KB

english, 2016

41

GEMS: A system for automated cancer diagnosis and biomarker discovery from microarray gene expression data

Alexander Statnikov, Ioannis Tsamardinos, Yerbolat Dosbayev, Constantin F. Aliferis

Journal:

International Journal of Medical Informatics

Year:

2005

Language:

english

File:

PDF, 504 KB

english, 2005

42

Accurate Blood-Based Diagnostic Biosignatures for Alzheimerâs Disease via Automated Machine Learning

Karaglani, Makrina, Gourlia, Krystallia, Tsamardinos, Ioannis, Chatzaki, Ekaterini

Journal:

Journal of Clinical Medicine

Year:

2020

File:

PDF, 2.15 MB

2020

43

Text Categorization Models for High-Quality Article Retrieval in Internal Medicine

Yindalon Aphinyanaphongs, Ioannis Tsamardinos, Alexander Statnikov, Douglas Hardin, Constantin F. Aliferis

Journal:

Journal of the American Medical Informatics Association

Year:

2005

Language:

english

File:

PDF, 476 KB

english, 2005

44

Hidden Treasures in â€œAncientâ€ Microarrays: Gene-Expression Portrays Biology and Potential Resistance Pathways of Major Lung Cancer Subtypes and Normal Tissue

Kerkentzes, Konstantinos, Lagani, Vincenzo, Tsamardinos, Ioannis, Vyberg, Mogens, RÃ¸e, Oluf Dimitri

Journal:

Frontiers in Oncology

Year:

2014

Language:

english

File:

PDF, 6.11 MB

english, 2014

45

On scoring maximal ancestral graphs with the Max–Min Hill Climbing algorithm

Tsirlis, Konstantinos, Lagani, Vincenzo, Triantafillou, Sofia, Tsamardinos, Ioannis

Journal:

International Journal of Approximate Reasoning

Year:

2018

Language:

english

File:

PDF, 2.32 MB

english, 2018

46

PHYSIOLOGIC EXHAUSTION IS SIGNALED BY REDUCED HEART RATE VARIABILITY & FAILURE OF THE AUTONOMIC NERVOUS SYSTEM: A STUDY OF 1000 TRAUMA PATIENTS

Morris, John A., Norris, Patrick R., Ozdas, Asli, Tsamardinos, Ioannis, Waitman, Lemuel R.

Journal:

The Journal of Trauma Injury Infection and Critical Care

Year:

2005

Language:

english

File:

PDF, 3.43 MB

english, 2005

47

Challenges in the Analysis of Mass-Throughput Data: A Technical Commentary from the Statistical Machine Learning Perspective

Aliferis, Constantin F., Statnikov, Alexander, Tsamardinos, Ioannis

Journal:

Cancer Informatics

Year:

2006

Language:

english

File:

PDF, 708 KB

english, 2006

48

Somatic copy number aberrations detected in circulating tumor DNA can hold diagnostic value for early detection of hepatocellular carcinoma

Chatzaki, Ekaterini, Tsamardinos, Ioannis

Journal:

Year:

2020

File:

PDF, 287 KB

2020

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