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  1. Assessment of catastrophic forgetting in continual credit card fraud detection

    Article • Expert Systems with Applications, September 2024, Elsevier

    Pr Gianluca Bontempi

  2. Transfer learning-based methodologies for Dynamic Thermal Rating of transmission lines

    Article • Electric Power Systems Research, April 2024, Elsevier

    Professor Alfredo Vaccaro, Pr Gianluca Bontempi

  3. Instance-based meta-learning for conditionally dependent univariate multi-step forecasting

    Article • International Journal of Forecasting, January 2024, Elsevier

    Pr Gianluca Bontempi

  4. Traffic Simulation with Incomplete Data: the Case of Brussels

    Article • November 2023, ACM (Association for Computing Machinery)

    Pr Gianluca Bontempi

  5. Estimating pitting descriptors of 316 L stainless steel by machine learning and statistical analysis

    Article • npj Materials Degradation, October 2023, Springer Science + Business Media

    Pr Gianluca Bontempi

  6. Extraction and analysis of flow features in planar synthetic jets using different machine learning techniques

    Article • Physics of Fluids, September 2023, American Institute of Physics

    Pr Gianluca Bontempi

  7. Adversarial Learning in Real-World Fraud Detection: Challenges and Perspectives

    Article • June 2023, ACM (Association for Computing Machinery)

    Daniele Lunghi, Pr Gianluca Bontempi

  8. Probing the randomness of the local current distributions of 316 L stainless steel corrosion in NaCl solution

    Article • Corrosion Science, June 2023, Elsevier

    Pr Gianluca Bontempi

  9. Partial counterfactual identification and uplift modeling: theoretical results and real-world assessment

    Article • Machine Learning, March 2023, Springer Science + Business Media

    Pr Gianluca Bontempi

  10. An Adversary Model of Fraudsters’ Behavior to Improve Oversampling in Credit Card Fraud Detection

    Article • IEEE Access, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Daniele Lunghi, Pr Gianluca Bontempi

  11. Improving Infinium MethylationEPIC data processing: re-annotation of enhancers and long noncoding RNA genes and benchmarking of normalization methods

    Article • Epigenetics, November 2022, Taylor & Francis

    Pr Gianluca Bontempi

  12. The role of diversity and ensemble learning in credit card fraud detection

    Article • Advances in Data Analysis and Classification, September 2022, Springer Science + Business Media

    Pr Gianluca Bontempi

  13. Machine learning for time series: from forecasting to causal inference

    Article • September 2022, ACM (Association for Computing Machinery)

    Pr Gianluca Bontempi

  14. DAFT-E: Feature-Based Multivariate and Multi-Step-Ahead Wind Power Forecasting

    Article • IEEE Transactions on Sustainable Energy, April 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Alfredo Vaccaro, Pr Gianluca Bontempi

  15. A Digital Twin Approach for Improving Estimation Accuracy in Dynamic Thermal Rating of Transmission Lines

    Article • Energies, March 2022, MDPI AG

    Professor Alfredo Vaccaro, Pr Gianluca Bontempi

  16. Riemannian classification of single-trial surface EEG and sources during checkerboard and navigational images in humans

    Article • PLoS ONE, January 2022, PLOS

    Pr Gianluca Bontempi

  17. Factor-Based Framework for Multivariate and Multi-step-ahead Forecasting of Large Scale Time Series

    Article • Frontiers in Big Data, September 2021, Frontiers

    Pr Gianluca Bontempi

  18. Does AutoML Outperform Naive Forecasting?

    Article • July 2021, MDPI AG

    Pr Gianluca Bontempi

  19. Incremental learning strategies for credit cards fraud detection

    Article • International Journal of Data Science and Analytics, June 2021, Springer Science + Business Media

    Pr Gianluca Bontempi

  20. The CLAIRE COVID-19 initiative: approach, experiences and recommendations

    Article • Ethics and Information Technology, February 2021, Springer Science + Business Media

    Pr Gianluca Bontempi

  21. AST-MTL: An Attention-Based Multi-Task Learning Strategy for Traffic Forecasting

    Article • IEEE Access, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Pr Gianluca Bontempi

  22. Predicting Reach to Find Persuadable Customers: Improving Uplift Models for Churn Prevention

    Article • January 2021, Springer Science + Business Media

    Pr Gianluca Bontempi

  23. Transfer Learning Strategies for Credit Card Fraud Detection

    Article • IEEE Access, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Pr Gianluca Bontempi

  24. Hyperscanning EEG and Classification Based on Riemannian Geometry for Festive and Violent Mental State Discrimination

    Article • Frontiers in Neuroscience, December 2020, Frontiers

    Pr Gianluca Bontempi

  25. Robust Assessment of Short-Term Wind Power Forecasting Models on Multiple Time Horizons

    Article • Technology and Economics of Smart Grids and Sustainable Energy, October 2020, Springer Science + Business Media

    Pr Gianluca Bontempi

  26. Incremental learning strategies for credit cards fraud detection: Extended abstract

    Article • October 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Pr Gianluca Bontempi

  27. On-Board Unit Big Data: Short-term Traffic Forecasting in Urban Transportation Networks

    Article • October 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Pr Gianluca Bontempi

  28. EEG-based brain-computer interface for alpha speed control of a small robot using the MUSE headband

    Article • July 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Pr Gianluca Bontempi

  29. Interpreting pathways to discover cancer driver genes with Moonlight

    Article • Nature Communications, January 2020, Springer Science + Business Media

    Pr Gianluca Bontempi

  30. Comments on M4 competition

    Article • International Journal of Forecasting, January 2020, Elsevier

    Pr Gianluca Bontempi

  31. Combining unsupervised and supervised learning in credit card fraud detection

    Article • Information Sciences, May 2019, Elsevier

    Pr Gianluca Bontempi

  32. Deep-Learning Domain Adaptation Techniques for Credit Cards Fraud Detection

    Article • April 2019, Springer Science + Business Media

    Pr Gianluca Bontempi

  33. New functionalities in the TCGAbiolinks package for the study and integration of cancer data from GDC and GTEx

    Article • PLoS Computational Biology, March 2019, PLOS

    Pr Gianluca Bontempi

  34. A Multivariate and Multi-step Ahead Machine Learning Approach to Traditional and Cryptocurrencies Volatility Forecasting

    Article • January 2019, Springer Science + Business Media

    Pr Gianluca Bontempi

  35. The Induction Problem: A Machine Learning Vindication Argument

    Article • January 2019, Springer Science + Business Media

    Pr Gianluca Bontempi

  36. From Dependency to Causality: A Machine Learning Approach

    Article • January 2019, Springer Science + Business Media

    Pr Gianluca Bontempi

  37. Cluster Analysis of On-Board-Unit Truck Big Data from the Brussels Capital Region

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Pr Gianluca Bontempi

  38. On-Board-Unit Data: A Big Data Platform for Scalable storage and Processing

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Pr Gianluca Bontempi

  39. Batch and incremental dynamic factor machine learning for multivariate and multi-step-ahead forecasting

    Article • International Journal of Data Science and Analytics, August 2018, Springer Science + Business Media

    Pr Gianluca Bontempi

  40. Credit Card Fraud Detection: A Realistic Modeling and a Novel Learning Strategy

    Article • IEEE Transactions on Neural Networks and Learning Systems, August 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Pr Gianluca Bontempi

  41. Comprehensive identification of long noncoding RNAs in colorectal cancer

    Article • Oncotarget, June 2018, Impact Journals, LLC

    Pr Gianluca Bontempi

  42. Correction to: Streaming active learning strategies for real-life credit detection: assessment and visualization

    Article • International Journal of Data Science and Analytics, May 2018, Springer Science + Business Media

    Pr Gianluca Bontempi

  43. SCARFF : A scalable framework for streaming credit card fraud detection with spark

    Article • Information Fusion, May 2018, Elsevier

    Pr Gianluca Bontempi

  44. TCGAbiolinksGUI: A graphical user interface to analyze cancer molecular and clinical data

    Article • F1000Research, April 2018, Faculty of 1000, Ltd.

    Tiago Chedraoui Silva, Pr Gianluca Bontempi, Benjamin Berman, Dr Tathi Malta

  45. Streaming active learning strategies for real-life credit card fraud detection: assessment and visualization

    Article • International Journal of Data Science and Analytics, April 2018, Springer Science + Business Media

    Pr Gianluca Bontempi

  46. Protect us from poor-quality medical research

    Article • Human Reproduction, March 2018, Oxford University Press (OUP)

    Pr Gianluca Bontempi

  47. In-Silico Integration Approach to Identify a Key miRNA Regulating a Gene Network in Aggressive Prostate Cancer

    Article • International Journal of Molecular Sciences, March 2018, MDPI AG

    Pr Gianluca Bontempi

  48. Combination of Gene Expression Signature and Model for End-Stage Liver Disease Score Predicts Survival of Patients With Severe Alcoholic Hepatitis

    Article • Gastroenterology, March 2018, Elsevier

    Pr Gianluca Bontempi

  49. Integration of multiple networks and pathways identifies cancer driver genes in pan-cancer analysis

    Article • BMC Genomics, January 2018, Springer Science + Business Media

    Pr Gianluca Bontempi

  50. Feature Selection in High-Dimensional Dataset Using MapReduce

    Article • January 2018, Springer Science + Business Media

    Pr Gianluca Bontempi

  51. Role of muscarinic receptors in the contraction of jejunal smooth muscle in the horse: An in vitro study

    Article • Research in Veterinary Science, December 2017, Elsevier

    Pr Gianluca Bontempi

  52. A Dynamic Factor Machine Learning Method for Multi-variate and Multi-step-Ahead Forecasting

    Article • October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Pr Gianluca Bontempi

  53. An Assessment of Streaming Active Learning Strategies for Real-Life Credit Card Fraud Detection

    Article • October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Pr Gianluca Bontempi

  54. Novel promoters and coding first exons in DLG2 linked to developmental disorders and intellectual disability

    Article • Genome Medicine, July 2017, Springer Science + Business Media

    Pr Gianluca Bontempi

  55. DNA methylation–based immune response signature improves patient diagnosis in multiple cancers

    Article • Journal of Clinical Investigation, July 2017, American Society for Clinical Investigation

    Pr Gianluca Bontempi

  56. CancerSubtypes: an R/Bioconductor package for molecular cancer subtype identification, validation and visualization

    Article • Bioinformatics, June 2017, Oxford University Press (OUP)

    Pr Gianluca Bontempi

  57. Study of Meta-analysis strategies for network inference using information-theoretic approaches

    Article • BioData Mining, May 2017, Springer Science + Business Media

    Pr Gianluca Bontempi

  58. SpidermiR: An R/Bioconductor Package for Integrative Analysis with miRNA Data

    Article • International Journal of Molecular Sciences, January 2017, MDPI AG

    Pr Gianluca Bontempi

  59. TCGA Workflow: Analyze cancer genomics and epigenomics data using Bioconductor packages

    Article • F1000Research, December 2016, Faculty of 1000, Ltd.

    Tiago Chedraoui Silva, Pr Gianluca Bontempi

  60. How interacting pathways are regulated by miRNAs in breast cancer subtypes

    Article • BMC Bioinformatics, October 2016, Springer Science + Business Media

    Pr Gianluca Bontempi

  61. Portraying breast cancers with long noncoding RNAs

    Article • Science Advances, September 2016, American Association for the Advancement of Science

    Pr Gianluca Bontempi

  62. Study of Meta-analysis Strategies for Network Inference Using Information-Theoretic Approaches

    Article • September 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Pr Gianluca Bontempi

  63. TCGA Workflow: Analyze cancer genomics and epigenomics data using Bioconductor packages

    Article • F1000Research, June 2016, Faculty of 1000, Ltd.

    Pr Gianluca Bontempi, Tiago Chedraoui Silva

  64. Predictive Modeling in a Big Data Distributed Setting: A Scalable Bias Correction Approach

    Article • June 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Pr Gianluca Bontempi

  65. A Blocking Strategy for Ranking Features According to Probabilistic Relevance

    Article • January 2016, Springer Science + Business Media

    Pr Gianluca Bontempi

  66. TCGAbiolinks: an R/Bioconductor package for integrative analysis of TCGA data

    Article • Nucleic Acids Research, December 2015, Oxford University Press (OUP)

    Pr Gianluca Bontempi, Tiago Chedraoui Silva

  67. Calibrating Probability with Undersampling for Unbalanced Classification

    Article • December 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Pr Gianluca Bontempi

  68. Integrated Reconfigurable Coherent Transmitter Driven by Binary Signals

    Article • IEEE Journal of Selected Topics in Quantum Electronics, November 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Pr Gianluca Bontempi

  69. Credit card fraud detection and concept-drift adaptation with delayed supervised information

    Article • July 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Pr Gianluca Bontempi

  70. The bias–variance decomposition in profiled attacks

    Article • Journal of Cryptographic Engineering, June 2015, Springer Science + Business Media

    Pr Gianluca Bontempi

  71. Using shRNA experiments to validate gene regulatory networks

    Article • Genomics Data, June 2015, Elsevier

    Dr Benjamin Haibe-Kains, Pr Gianluca Bontempi

  72. Determinants of community structure in the global plankton interactome

    Article • Science, May 2015, American Association for the Advancement of Science

    Professor Emmanuel S Boss, Pr Gianluca Bontempi

  73. When is Undersampling Effective in Unbalanced Classification Tasks?

    Article • January 2015, Springer Science + Business Media

    Pr Gianluca Bontempi

  74. Template Attacks vs. Machine Learning Revisited (and the Curse of Dimensionality in Side-Channel Analysis)

    Article • January 2015, Springer Science + Business Media

    Pr Gianluca Bontempi

  75. An Approach for the Evaluation of Human Activities in Physical Therapy Scenarios

    Article • January 2015, Springer Science + Business Media

    Pr Gianluca Bontempi

  76. Integrative Analysis with Monte Carlo Cross-Validation Reveals miRNAs Regulating Pathways Cross-Talk in Aggressive Breast Cancer

    Article • BioMed Research International, January 2015, Hindawi Publishing Corporation

    Pr Gianluca Bontempi

  77. A machine learning approach against a masked AES

    Article • Journal of Cryptographic Engineering, November 2014, Springer Science + Business Media

    Pr Gianluca Bontempi

  78. Learned lessons in credit card fraud detection from a practitioner perspective

    Article • Expert Systems with Applications, August 2014, Elsevier

    Pr Gianluca Bontempi

  79. A Monte Carlo strategy for structured multiple-step-ahead time series prediction

    Article • July 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Pr Gianluca Bontempi

  80. Using HDDT to avoid instances propagation in unbalanced and evolving data streams

    Article • July 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Pr Gianluca Bontempi

  81. Relevance of different prior knowledge sources for inferring gene interaction networks

    Article • Frontiers in Genetics, June 2014, Frontiers

    Dr Benjamin Haibe-Kains, Pr Gianluca Bontempi

  82. Inference and validation of predictive gene networks from biomedical literature and gene expression data

    Article • Genomics, May 2014, Elsevier

    Dr Benjamin Haibe-Kains, Pr Gianluca Bontempi

  83. Association between thePNPLA3(rs738409 C>G) variant and hepatocellular carcinoma: Evidence from a meta-analysis of individual participant data

    Article • Hepatology, April 2014, Wiley

    Pr Gianluca Bontempi

  84. Temporal profiling of cytokine-induced genes in pancreatic β-cells by meta-analysis and network inference

    Article • Genomics, April 2014, Elsevier

    Pr Gianluca Bontempi

  85. Power analysis attack: an approach based on machine learning

    Article • International Journal of Applied Cryptography, January 2014, Inderscience Publishers

    Pr Gianluca Bontempi

  86. A Machine Learning Approach Against a Masked AES

    Article • January 2014, Springer Science + Business Media

    Pr Gianluca Bontempi

  87. A Machine Learning Approach Against a Masked AES

    Article • January 2014, Springer Science + Business Media

    Pr Gianluca Bontempi

  88. On the Null Distribution of the Precision and Recall Curve

    Article • January 2014, Springer Science + Business Media

    Pr Gianluca Bontempi

  89. Information-Theoretic Gene Selection In Expression Data

    Article • December 2013, Wiley

    Pr Gianluca Bontempi

  90. Chapter 7: On the Integration of Prior Knowledge in the Inference of Regulatory Networks

    Article • December 2013, World Scientific Pub Co Pte Lt

    Dr Benjamin Haibe-Kains, Pr Gianluca Bontempi

  91. Genome-wide gene expression profiling to predict resistance to anthracyclines in breast cancer patients

    Article • Genomics Data, December 2013, Elsevier

    Dr Benjamin Haibe-Kains, Pr Gianluca Bontempi

  92. Stability of feature selection algorithms for classification in high-throughput genomics datasets

    Article • November 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Pr Gianluca Bontempi

  93. A comprehensive overview of Infinium HumanMethylation450 data processing

    Article • Briefings in Bioinformatics, August 2013, Oxford University Press (OUP)

    Pr Gianluca Bontempi

  94. mRMRe: an R package for parallelized mRMR ensemble feature selection

    Article • Bioinformatics, July 2013, Oxford University Press (OUP)

    Dr Benjamin Haibe-Kains, Pr Gianluca Bontempi

  95. Comparison and validation of genomic predictors for anticancer drug sensitivity

    Article • Journal of the American Medical Informatics Association, July 2013, Oxford University Press (OUP)

    Dr Benjamin Haibe-Kains, Pr Gianluca Bontempi

  96. Une plate-forme technologique liée à la paralysie cérébrale

    Article • médecine/sciences, May 2013, EDP Sciences

    Pr Gianluca Bontempi

  97. Machine Learning Strategies for Time Series Forecasting

    Article • January 2013, Springer Science + Business Media

    Pr Gianluca Bontempi

  98. Experimental assessment of static and dynamic algorithms for gene regulation inference from time series expression data

    Article • Frontiers in Genetics, January 2013, Frontiers

    Pr Gianluca Bontempi

  99. A Time Series Approach for Profiling Attack

    Article • January 2013, Springer Science + Business Media

    Pr Gianluca Bontempi

  100. Semi-Supervised Template Attack

    Article • January 2013, Springer Science + Business Media

    Pr Gianluca Bontempi

  101. Racing for Unbalanced Methods Selection

    Article • January 2013, Springer Science + Business Media

    Pr Gianluca Bontempi

  102. Prediction-Based Data Collection in Wireless Sensor Networks

    Article • December 2012, Taylor & Francis

    Pr Gianluca Bontempi

  103. Prediction-Based Data Collection in Wireless Sensor Networks

    Article • December 2012, Taylor & Francis

    Pr Gianluca Bontempi

  104. D-peaks: A visual tool to display ChIP-seq peaks along the genome

    Article • Transcription, September 2012, Taylor & Francis

    Pr Gianluca Bontempi

  105. A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition

    Article • Expert Systems with Applications, June 2012, Elsevier

    Pr Gianluca Bontempi

  106. Adaptive local learning techniques for multiple-step-ahead wind speed forecasting

    Article • Electric Power Systems Research, February 2012, Elsevier

    Professor Alfredo Vaccaro, Pr Gianluca Bontempi

  107. A Three-Gene Model to Robustly Identify Breast Cancer Molecular Subtypes

    Article • JNCI Journal of the National Cancer Institute, January 2012, Oxford University Press (OUP)

    Pr Gianluca Bontempi

  108. Time Series Prediction for Energy-Efficient Wireless Sensors: Applications to Environmental Monitoring and Video Games

    Article • January 2012, Springer Science + Business Media

    Pr Gianluca Bontempi

  109. Recursive Multi-step Time Series Forecasting by Perturbing Data

    Article • December 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Pr Gianluca Bontempi

  110. Predictive networks: a flexible, open source, web application for integration and analysis of human gene networks

    Article • Nucleic Acids Research, November 2011, Oxford University Press (OUP)

    Pr Gianluca Bontempi

  111. Fourier spectral factor model for prediction of multidimensional signals

    Article • Signal Processing, September 2011, Elsevier

    Pr Gianluca Bontempi

  112. Conditionally dependent strategies for multiple-step-ahead prediction in local learning

    Article • International Journal of Forecasting, July 2011, Elsevier

    Pr Gianluca Bontempi

  113. Transcriptional Network Inference Based on Information Theory

    Article • April 2011, Wiley

    Pr Gianluca Bontempi

  114. Multifactorial Approach to Predicting Resistance to Anthracyclines

    Article • Journal of Clinical Oncology, March 2011, American Society of Clinical Oncology (ASCO)

    Dr Benjamin Haibe-Kains, Pr Gianluca Bontempi

  115. Multiple-input multiple-output causal strategies for gene selection

    Article • BMC Bioinformatics, January 2011, Springer Science + Business Media

    Dr Benjamin Haibe-Kains, Pr Gianluca Bontempi

  116. An Optimal Stopping Strategy for Online Calibration in Local Search

    Article • January 2011, Springer Science + Business Media

    Pr Gianluca Bontempi

  117. A Selecting-the-Best Method for Budgeted Model Selection

    Article • January 2011, Springer Science + Business Media

    Pr Gianluca Bontempi

  118. STAT1 Is a Master Regulator of Pancreatic β-Cell Apoptosis and Islet Inflammation

    Article • Journal of Biological Chemistry, October 2010, American Society for Biochemistry & Molecular Biology (ASBMB)

    Pr Gianluca Bontempi

  119. Long-term In Vitro Treatment of Human Glioblastoma Cells with Temozolomide Increases Resistance In Vivo through Up-regulation of GLUT Transporter and Aldo-Keto Reductase Enzyme AKR1C Expression

    Article • Neoplasia, September 2010, Elsevier

    Dr Benjamin Haibe-Kains, Pr Gianluca Bontempi

  120. A dynamic programming strategy to balance exploration and exploitation in the bandit problem

    Article • Annals of Mathematics and Artificial Intelligence, June 2010, Springer Science + Business Media

    Pr Gianluca Bontempi

  121. Multiple-output modeling for multi-step-ahead time series forecasting

    Article • Neurocomputing, June 2010, Elsevier

    Pr Gianluca Bontempi

  122. Demonstrating principal component aggregation for distributed spatial pattern recognition

    Article • January 2010, ACM (Association for Computing Machinery)

    Pr Gianluca Bontempi

  123. A fuzzy gene expression-based computational approach improves breast cancer prognostication

    Article • Genome Biology, January 2010, Springer Science + Business Media

    Dr Benjamin Haibe-Kains, Pr Gianluca Bontempi

  124. Long-term Temozolomide Treatment Induces Marked Amino Metabolism Modifications and an Increase in TMZ Sensitivity in Hs683 Oligodendroglioma Cells

    Article • Neoplasia, January 2010, Elsevier

    Dr Benjamin Haibe-Kains, Pr Gianluca Bontempi

  125. A Meta-Analysis of Gene Expression Profiling Studies Identifies Clinically Relevant Oncogenic Pathways in Basal-Like Breast Cancer.:

    Article • Cancer Research, December 2009, American Association for Cancer Research (AACR)

    Dr Benjamin Haibe-Kains, Pr Gianluca Bontempi

  126. Limited Clinical Utility of Prognostic Gene Expression Profiles in Grade 3 Node-Negative Early Stage Breast Cancer.

    Article • Cancer Research, December 2009, American Association for Cancer Research (AACR)

    Dr Benjamin Haibe-Kains, Pr Gianluca Bontempi

  127. Static and Dynamic Localization Techniques for Wireless Sensor Networks

    Article • October 2009, Springer Science + Business Media

    Pr Gianluca Bontempi

  128. Long-term prediction of time series by combining direct and MIMO strategies

    Article • June 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Pr Gianluca Bontempi

  129. Galectin 1 Proangiogenic and Promigratory Effects in the Hs683 Oligodendroglioma Model Are Partly Mediated through the Control of BEX2 Expression

    Article • Neoplasia, May 2009, Elsevier

    Dr Benjamin Haibe-Kains, Pr Gianluca Bontempi

  130. An improved shrinkage estimator to infer regulatory networks with Gaussian graphical models

    Article • January 2009, ACM (Association for Computing Machinery)

    Pr Gianluca Bontempi

  131. Gaussian Graphical Models to Infer Putative Genes Involved in Nitrogen Catabolite Repression in S. cerevisiae

    Article • January 2009, Springer Science + Business Media

    Pr Gianluca Bontempi

  132. On the Impact of Entropy Estimation on Transcriptional Regulatory Network Inference Based on Mutual Information

    Article • EURASIP Journal on Bioinformatics and Systems Biology, January 2009, Springer Science + Business Media

    Pr Gianluca Bontempi

  133. Principal Component Aggregation for Energy-Efficient Information Extraction in Wireless Sensor Networks

    Article • December 2008, Taylor & Francis

    Pr Gianluca Bontempi

  134. Biological Processes Associated with Breast Cancer Clinical Outcome Depend on the Molecular Subtypes

    Article • Clinical Cancer Research, August 2008, American Association for Cancer Research (AACR)

    Dr Benjamin Haibe-Kains, Pr Gianluca Bontempi

  135. Distributed Principal Component Analysis for Wireless Sensor Networks

    Article • Sensors, August 2008, MDPI AG

    Pr Gianluca Bontempi

  136. A comparative study of survival models for breast cancer prognostication based on microarray data: does a single gene beat them all?

    Article • Bioinformatics, July 2008, Oxford University Press (OUP)

    Dr Benjamin Haibe-Kains, Pr Gianluca Bontempi

  137. UNBS5162, a Novel Naphthalimide That Decreases CXCL Chemokine Expression in Experimental Prostate Cancers

    Article • Neoplasia, June 2008, Elsevier

    Dr Benjamin Haibe-Kains, Pr Gianluca Bontempi

  138. Evidence of galectin-1 involvement in glioma chemoresistance☆

    Article • Toxicology and Applied Pharmacology, June 2008, Elsevier

    Dr Benjamin Haibe-Kains, Pr Gianluca Bontempi

  139. Information-Theoretic Feature Selection in Microarray Data Using Variable Complementarity

    Article • IEEE Journal of Selected Topics in Signal Processing, June 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Pr Gianluca Bontempi

  140. Knocking Down Galectin 1 in Human Hs683 Glioblastoma Cells Impairs Both Angiogenesis and Endoplasmic Reticulum Stress Responses

    Article • Journal of Neuropathology & Experimental Neurology, May 2008, Oxford University Press (OUP)

    Dr Benjamin Haibe-Kains, Pr Gianluca Bontempi

  141. Nucleolus and c-Myc: potential targets of cardenolide-mediated antitumor activity

    Article • Molecular Cancer Therapeutics, May 2008, American Association for Cancer Research (AACR)

    Pr Gianluca Bontempi

  142. New Routes from Minimal Approximation Error to Principal Components

    Article • Neural Processing Letters, January 2008, Springer Science + Business Media

    Pr Gianluca Bontempi

  143. Data-driven calibration of power conductors thermal model for overhead lines overload protection

    Article • International Journal of Reliability and Safety, January 2008, Inderscience Publishers

    Professor Alfredo Vaccaro, Pr Gianluca Bontempi

  144. Comparison of prognostic gene expression signatures for breast cancer

    Article • BMC Genomics, January 2008, Springer Science + Business Media

    Dr Benjamin Haibe-Kains, Pr Gianluca Bontempi

  145. Predicting prognosis using molecular profiling in estrogen receptor-positive breast cancer treated with tamoxifen

    Article • BMC Genomics, January 2008, Springer Science + Business Media

    Dr Benjamin Haibe-Kains, Pr Gianluca Bontempi

  146. Improving the Exploration Strategy in Bandit Algorithms

    Article • January 2008, Springer Science + Business Media

    Pr Gianluca Bontempi

  147. minet: A R/Bioconductor Package for Inferring Large Transcriptional Networks Using Mutual Information

    Article • BMC Bioinformatics, January 2008, Springer Science + Business Media

    Pr Gianluca Bontempi

  148. Machine learning techniques to identify putative genes involved in nitrogen catabolite repression in the yeast Saccharomyces cerevisiae

    Article • BMC Proceedings, January 2008, Springer Science + Business Media

    Pr Gianluca Bontempi

  149. Adaptive model selection for time series prediction in wireless sensor networks

    Article • Signal Processing, December 2007, Elsevier

    Pr Gianluca Bontempi

  150. Biological mechanisms that trigger breast cancer (BC) tumor progression are molecular subtype dependent

    Article • Journal of Clinical Oncology, June 2007, American Society of Clinical Oncology (ASCO)

    Pr Gianluca Bontempi

  151. Transforming genomic grade index (GGI) into a user-friendly qRT-PCR tool which will assist clinicians and patients in optimizing treatment of early breast cancer (BC)

    Article • Journal of Clinical Oncology, June 2007, American Society of Clinical Oncology (ASCO)

    Pr Gianluca Bontempi

  152. 4-IBP, a σ1 Receptor Agonist, Decreases the Migration of Human Cancer Cells, Including Glioblastoma Cells, In Vitro and Sensitizes Them In Vitro and In Vivo to Cytotoxic Insults of Proapoptotic and Proautophagic Drugs

    Article • Neoplasia, May 2007, Elsevier

    Dr Benjamin Haibe-Kains, Pr Gianluca Bontempi

  153. A Blocking Strategy to Improve Gene Selection for Classification of Gene Expression Data

    Article • IEEE/ACM Transactions on Computational Biology and Bioinformatics, April 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Pr Gianluca Bontempi

  154. Definition of Clinically Distinct Molecular Subtypes in Estrogen Receptor–Positive Breast Carcinomas Through Genomic Grade

    Article • Journal of Clinical Oncology, April 2007, American Society of Clinical Oncology (ASCO)

    Pr Gianluca Bontempi

  155. Effect of 21 Different Nitrogen Sources on Global Gene Expression in the Yeast Saccharomyces cerevisiae

    Article • Molecular and Cellular Biology, February 2007, ASM Journals

    Pr Gianluca Bontempi

  156. Information-Theoretic Inference of Large Transcriptional Regulatory Networks

    Article • EURASIP Journal on Bioinformatics and Systems Biology, January 2007, Springer Science + Business Media

    Pr Gianluca Bontempi

  157. An Adaptive Local Learning-Based Methodology for Voltage Regulation in Distribution Networks With Dispersed Generation

    Article • IEEE Transactions on Power Systems, August 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Alfredo Vaccaro, Pr Gianluca Bontempi

  158. Category-Based Audience Metrics for Web Site Content Improvement Using Ontologies and Page Classification

    Article • January 2006, Springer Science + Business Media

    Pr Gianluca Bontempi

  159. On the Use of Variable Complementarity for Feature Selection in Cancer Classification

    Article • January 2006, Springer Science + Business Media

    Pr Gianluca Bontempi

  160. Machine Learning Techniques to Enable Closed-Loop Control in Anesthesia

    Article • January 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Pr Gianluca Bontempi

  161. Simulation architecture for data processing algorithms in wireless sensor networks

    Article • January 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Pr Gianluca Bontempi

  162. The Role of Learning Methods in the Dynamic Assessment of Power Components Loading Capability

    Article • IEEE Industrial Electronics Magazine, February 2005, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Alfredo Vaccaro, Pr Gianluca Bontempi

  163. Semiphysical modelling architecture for dynamic assessment of power components loading capability

    Article • IEE Proceedings - Generation Transmission and Distribution, January 2004, the Institution of Engineering and Technology (the IET)

    Professor Alfredo Vaccaro, Pr Gianluca Bontempi

  164. Power cables' thermal protection by interval simulation of imprecise dynamical systems

    Article • IEE Proceedings - Generation Transmission and Distribution, January 2004, the Institution of Engineering and Technology (the IET)

    Professor Alfredo Vaccaro, Pr Gianluca Bontempi

  165. Simulating continuous dynamical systems under conditions of uncertainty: the probability and the possibility approaches

    Article • January 2004, Springer Science + Business Media

    Pr Gianluca Bontempi

  166. The use of intelligent data analysis techniques for system-level design: a software estimation example

    Article • Soft Computing, July 2003, Springer Science + Business Media

    Pr Gianluca Bontempi

  167. Data-driven techniques for direct adaptive control: the lazy and the fuzzy approaches

    Article • Fuzzy Sets and Systems, May 2002, Elsevier

    Pr Gianluca Bontempi

  168. Enabling Multimedia QoS Control with Black-Box Modelling

    Article • January 2002, Springer Science + Business Media

    Pr Gianluca Bontempi

  169. The local paradigm for modeling and control: from neuro-fuzzy to lazy learning

    Article • Fuzzy Sets and Systems, July 2001, Elsevier

    Pr Gianluca Bontempi

  170. Data-Driven Techniques for Divide and Conquer Adaptive Control

    Article • IFAC Proceedings Volumes, July 2000, Elsevier

    Pr Gianluca Bontempi

  171. Lazy learning for local modelling and control design

    Article • International Journal of Control, January 1999, Taylor & Francis

    Pr Gianluca Bontempi

  172. Local Learning for Nonlinear Control

    Article • IFAC Proceedings Volumes, July 1998, Elsevier

    Pr Gianluca Bontempi

  173. Recursive lazy learning for modeling and control

    Article • January 1998, Springer Science + Business Media

    Pr Gianluca Bontempi

  174. Now comes the time to defuzzify neuro-fuzzy models

    Article • Fuzzy Sets and Systems, September 1997, Elsevier

    Pr Gianluca Bontempi

  175. Now Comes the Time to Defuzzify Neuro-Fuzzy Models

    Article • IFAC Proceedings Volumes, June 1997, Elsevier

    Pr Gianluca Bontempi

  176. A qualitative simulation approach for fuzzy dynamical models

    Article • ACM Transactions on Modeling and Computer Simulation, October 1994, ACM (Association for Computing Machinery)

    Pr Gianluca Bontempi, Prof. Andrea Bonarini

  177. Computational Intelligence in Clinical Oncology: Lessons Learned from an Analysis of a Clinical Study

    Article • Springer Science + Business Media

    Dr Benjamin Haibe-Kains, Pr Gianluca Bontempi

  178. Machine Learning for Automated Polyp Detection in Computed Tomography Colonography

    Article • IGI Global

    Pr Gianluca Bontempi

  179. Machine Learning Techniques for Decision Support in Anesthesia

    Article • Springer Science + Business Media

    Pr Gianluca Bontempi

  180. Combining Lazy Learning, Racing and Subsampling for Effective Feature Selection

    Article • Springer Science + Business Media

    Pr Gianluca Bontempi

  181. Biological Network Inference Using Redundancy Analysis

    Article • Springer Science + Business Media

    Pr Gianluca Bontempi

  182. Nested q-Partial Graphs for Genetic Network Inference from ”Small n, Large p” Microarray Data

    Article • Springer Science + Business Media

    Pr Gianluca Bontempi

  183. Machine Learning for Automated Polyp Detection in Computed Tomography Colonography

    Article • IGI Global

    Pr Gianluca Bontempi

  184. A Model-Based Relevance Estimation Approach for Feature Selection in Microarray Datasets

    Article • Springer Science + Business Media

    Pr Gianluca Bontempi

  185. A data analysis method for software performance prediction

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Pr Gianluca Bontempi

  186. Adaptive memory based regression methods

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Pr Gianluca Bontempi