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1. Full Text Evaluation measures for quantification: an axiomatic approach
by Sebastiani, Fabrizio
Information retrieval (Boston), ISSN 1386-4564, 06/2020, Volume 23, Issue 3, pp. 255 - 288
Computer Science, Information Systems | Technology | Computer Science | Science & Technology | Properties (attributes) | Communities | Counting | Classification
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2. Full Text Machine learning in automated text categorization
by Sebastiani, Fabrizio
ACM computing surveys, ISSN 0360-0300, 03/2002, Volume 34, Issue 1, pp. 1 - 47
text categorization | Machine learning | text classification | Text categorization | Text classification | Computer Science, Theory & Methods | Technology | Computer Science | Science & Technology | Information science. Documentation | Information processing and retrieval | Learning and adaptive systems | Information retrieval. Man machine relationship | Memory organisation. Data processing | Exact sciences and technology | Sciences and techniques of general use | Computer science; control theory; systems | Information systems. Data bases | Applied sciences | Software | Information and communication sciences | Artificial intelligence | Research | Information storage and retrieval systems | Document management systems | Information systems | Studies | Automation | Algorithms | Applications | Theory | Information retrieval | Indexing
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3. Full Text Analysis of pulmonary sounds for the diagnosis of interstitial lung diseases secondary to rheumatoid arthritis
by Pancaldi, Fabrizio and Sebastiani, Marco and Cassone, Giulia and Luppi, Fabrizio and Cerri, Stefania and Della Casa, Giovanni and Manfredi, Andreina
Computers in biology and medicine, ISSN 0010-4825, 05/2018, Volume 96, pp. 91 - 97
Early diagnosis | Velcro crackle | Rheumatoid arthritis | Estimation | Interstitial lung disease | Lung sounds | Detection | Engineering | Computer Science, Interdisciplinary Applications | Life Sciences & Biomedicine | Technology | Engineering, Biomedical | Computer Science | Biology | Life Sciences & Biomedicine - Other Topics | Science & Technology | Mathematical & Computational Biology | Rheumatoid factor | Arthritis | Diagnosis | Analysis | Lung diseases | Physicians | Acoustics | Digital data | Dyspnea | Computed tomography | Older people | Tomography | Medical personnel | Data acquisition | Medical instruments | Data processing | Thorax | Sound | Patients | Survival | Empirical analysis | Diseases | Family physicians | Studies | Pulmonary fibrosis | Algorithms | Medical prognosis | Geriatrics | Index Medicus
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4. Full Text Optimizing Text Quantifiers for Multivariate Loss Functions
by Esuli, Andrea and Sebastiani, Fabrizio
ACM transactions on knowledge discovery from data, ISSN 1556-4681, 06/2015, Volume 9, Issue 4, pp. 1 - 27
Quantification | supervised learning | loss functions | prevalence estimation | Kullback-Leibler divergence | prior estimation | text classification | Loss functions | Supervised learning | Prevalence estimation | Prior estimation | Text classification | Computer Science, Information Systems | Computer Science, Software Engineering | Technology | Computer Science | Science & Technology
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5. Full Text From classification to quantification in tweet sentiment analysis
by Gao, Wei and Sebastiani, Fabrizio
Social network analysis and mining, ISSN 1869-5450, 12/2016, Volume 6, Issue 1, pp. 1 - 22
Methodology of the Social Sciences | Game Theory, Economics, Social and Behav. Sciences | Computer Science | Data Mining and Knowledge Discovery | Applications of Graph Theory and Complex Networks | Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law | Data mining
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6. Full Text Feature selection for ordinal text classification
by Baccianella, Stefano and Esuli, Andrea and Sebastiani, Fabrizio
Neural computation, ISSN 0899-7667, 2014, Volume 26, Issue 3, pp. 557 - 591
Neurosciences | Life Sciences & Biomedicine | Technology | Computer Science | Computer Science, Artificial Intelligence | Neurosciences & Neurology | Science & Technology | Feature extraction | Algorithms | Data mining | Artificial intelligence | Classification | Learning | Tasks | Production methods | Data sets | Regression | Ratings
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7. Full Text Optimizing non-decomposable measures with deep networks
by Sanyal, Amartya and Kumar, Pawan and Kar, Purushottam and Chawla, Sanjay and Sebastiani, Fabrizio
Machine learning, ISSN 0885-6125, 9/2018, Volume 107, Issue 8, pp. 1597 - 1620
Deep learning | Task-specific training | Control, Robotics, Mechatronics | Computer Science | Artificial Intelligence (incl. Robotics) | Computing Methodologies | Simulation and Modeling | Language Translation and Linguistics | Optimization | F-measure | Computer Science, Artificial Intelligence | Technology | Science & Technology | Neural networks | Algorithms | Training | Multilayers | Recurrent neural networks | Divergence | Entropy (Information theory) | Machine learning | Decomposition | Convergence
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8. Full Text Improving Text Classification Accuracy by Training Label Cleaning
by Esuli, Andrea and Sebastiani, Fabrizio
ACM transactions on information systems, ISSN 1046-8188, 11/2013, Volume 31, Issue 4, pp. 1 - 28
synthetic noise | training label noise | training label cleaning | supervised learning | Text classification | Training label noise | Supervised learning | Synthetic noise | Training label cleaning | Computer Science, Information Systems | Technology | Computer Science | Science & Technology | Analysis | Learning strategies | Text processing | Classification
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9. Full Text Funnelling
: A New Ensemble Method for Heterogeneous Transfer Learning and Its Application to Cross-Lingual Text Classification
by Esuli, Andrea and Moreo, Alejandro and Sebastiani, Fabrizio
ACM transactions on information systems, ISSN 1046-8188, 07/2019, Volume 37, Issue 3, pp. 1 - 30
heterogeneous transfer learning | transfer learning | cross-lingual text classification | Funnelling | Computer Science, Information Systems | Technology | Computer Science | Science & Technology
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10. Full Text Evaluation of Plasma Levels of Soluble HLA-G and HLA-G Genotypes in Kidney Transplant Recipients
by Piancatelli, Daniela and Maccarone, Daniela and Colanardi, Alessia and Sebastiani, Pierluigi and D’Anselmi, Fabrizio and Iesari, Samuele and Binda, Barbara and Pisani, Francesco
Transplantation proceedings, ISSN 0041-1345, 06/2020, Volume 52, Issue 5, pp. 1559 - 1561
Index Medicus
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11. Full Text Endorsements and rebuttals in blog distillation
by Berardi, Giacomo and Esuli, Andrea and Sebastiani, Fabrizio and Silvestri, Fabrizio
Information sciences, ISSN 0020-0255, 11/2013, Volume 249, pp. 38 - 47
Sentiment analysis | Blog distillation | Link analysis | Blog search | Computer Science, Information Systems | Technology | Computer Science | Science & Technology | Weblogs | Analysis
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12. Full Text Building automated survey coders via interactive machine learning
by Moreo, Alejandro and Esuli, Andrea and Sebastiani, Fabrizio
International journal of market research, ISSN 1470-7853, 7/2019, Volume 61, Issue 4, pp. 408 - 429
Business & Economics | Social Sciences | Business | Artificial intelligence | Interactive learning | Machine learning
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13. Full Text Cross-Lingual Sentiment Quantification
by Esuli, Andrea and Moreo, Alejandro and Sebastiani, Fabrizio and Cambria, Erik
IEEE intelligent systems, ISSN 1541-1672, 05/2020, Volume 35, Issue 3, pp. 106 - 114
Sentiment analysis | Affective computing | Frequency estimation | Matrix decomposition | Task analysis | Training data | Engineering, Electrical & Electronic | Engineering | Computer Science, Artificial Intelligence | Technology | Computer Science | Science & Technology
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