Bioinformatics : the machine learning approach / / Pierre Baldi, Sren Brunak |
Autore | Baldi Pierre |
Edizione | [2nd ed.] |
Pubbl/distr/stampa | Cambridge, Massachusetts : , : MIT Press, , c2001 |
Descrizione fisica | 1 online resource (477 p.) |
Disciplina | 572.8 |
Altri autori (Persone) | BrunakSren |
Collana | Adaptive computation and machine learning series |
Soggetto topico |
Bioinformatics
Molecular biology - Computer simulation Molecular biology - Mathematical models Neural networks (Computer science) Machine learning Markov processes |
ISBN |
0-262-30740-5
1-282-09608-7 9786612096082 0-262-25570-7 0-585-44466-8 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Contents; Series Foreword; Preface; 1 Introduction; 2 Machine-Learning Foundations: The Probabilistic Framework; 3 Probabilistic Modeling and Inference: Examples; 4 Machine Learning Algorithms; 5 Neural Networks: The Theory; 6 Neural Networks: Applications; 7 Hidden Markov Models: The Theory; 8 Hidden Markov Models: Applications; 9 Probabilistic Graphical Models in Bioinformatics; 10 Probabilistic Models of Evolution: Phylogenetic Trees; 11 Stochastic Grammars and Linguistics; 12 Microarrays and Gene Expression; 13 Internet Resources and Public Databases; A Statistics
B Information Theory, Entropy, and Relative EntropyC Probabilistic Graphical Models; D HMM Technicalities, Scaling, Periodic Architectures, State Functions, and Dirichlet Mixtures; E Gaussian Processes, Kernel Methods, and Support Vector Machines; F Symbols and Abbreviations; References; Index |
Record Nr. | UNINA-9910779823603321 |
Baldi Pierre
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Cambridge, Massachusetts : , : MIT Press, , c2001 | ||
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Lo trovi qui: Univ. Federico II | ||
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Bioinformatics : the machine learning approach / / Pierre Baldi, Sren Brunak |
Autore | Baldi Pierre |
Edizione | [2nd ed.] |
Pubbl/distr/stampa | Cambridge, Massachusetts : , : MIT Press, , c2001 |
Descrizione fisica | 1 online resource (477 p.) |
Disciplina | 572.8 |
Altri autori (Persone) | BrunakSren |
Collana | Adaptive computation and machine learning series |
Soggetto topico |
Bioinformatics
Molecular biology - Computer simulation Molecular biology - Mathematical models Neural networks (Computer science) Machine learning Markov processes |
ISBN |
0-262-30740-5
1-282-09608-7 9786612096082 0-262-25570-7 0-585-44466-8 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Contents; Series Foreword; Preface; 1 Introduction; 2 Machine-Learning Foundations: The Probabilistic Framework; 3 Probabilistic Modeling and Inference: Examples; 4 Machine Learning Algorithms; 5 Neural Networks: The Theory; 6 Neural Networks: Applications; 7 Hidden Markov Models: The Theory; 8 Hidden Markov Models: Applications; 9 Probabilistic Graphical Models in Bioinformatics; 10 Probabilistic Models of Evolution: Phylogenetic Trees; 11 Stochastic Grammars and Linguistics; 12 Microarrays and Gene Expression; 13 Internet Resources and Public Databases; A Statistics
B Information Theory, Entropy, and Relative EntropyC Probabilistic Graphical Models; D HMM Technicalities, Scaling, Periodic Architectures, State Functions, and Dirichlet Mixtures; E Gaussian Processes, Kernel Methods, and Support Vector Machines; F Symbols and Abbreviations; References; Index |
Record Nr. | UNINA-9910818688803321 |
Baldi Pierre
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Cambridge, Massachusetts : , : MIT Press, , c2001 | ||
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Lo trovi qui: Univ. Federico II | ||
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Calculations in molecular biology and biotechnology [[electronic resource] ] : a guide to mathematics in the laboratory / / Frank H. Stephenson |
Autore | Stephenson Frank Harold |
Pubbl/distr/stampa | Amsterdam ; ; Boston, : Academic Press, c2003 |
Descrizione fisica | 1 online resource (319 p.) |
Disciplina | 572.8/01/51 |
Soggetto topico |
Molecular biology - Computer simulation
Molecular biology - Mathematics Biotechnology |
Soggetto genere / forma | Electronic books. |
ISBN |
1-281-02727-8
9786611027278 0-08-050061-7 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Front Cover; Calculations in Molecular Biology and Biotechnology; Copyright Page; Contents; Foreword; Chapter 1. Scientific Notation and Metric Prefixes; Introduction; Significant Digits; Rounding Off Significant Digits in Calculations; Exponents and Scientific Notation; Expressing Numbers in Scientific Notation; Converting Numbers from Scientific Notation to Decimal Notation; Adding and Subtracting Numbers Written in Scientific Notation; Multiplying and Dividing Numbers Written in Scientific Notation; Metric Prefixes; Conversion Factors and Canceling Terms
Chapter 2. Solutions Mixtures and Media Introduction; Calculating Dilutions: A General Approach; Concentrations by a Factor of X; Preparing Percent Solutions; Diluting Percent Solutions; Moles and Molecular Weight: Definitions; Molarity; Diluting Molar Solutions; Converting Molarity to Percent; Converting Percent to Molarity; Normality; PH; pKa and the Henderson-Hasselbalch Equation; Chapter 3. Cell Growth; The Bacterial Growth Curve; Manipulating Cell Concentration; Plotting OD550 vs. Time on a Linear Graph; Plotting the Logarithm of OD550 vs. Time on a Linear Graph Plotting the Log of Cell Concentration vs. Time Calculating Generation Time; Plotting Cell Growth Data on a Semilog Graph; Determining Generation Time Directly from a Semilog Plot of Cell Concentration vs. Time; Plotting Cell Density versus OD550 on a Semilog Graph; The Fluctuation Test; Fluctuation Test Example; Variance; Measuring Mutation Rate; Measuring Cell Concentration on a Hemocytometer; Chapter 4. Working with Bacteriophage; Introduction; Multiplicity of Infection; Probabilities and Multiplicity of Infection; Measuring Phage Titer; Diluting Bacteriophage; Measuring Burst Size Chapter 5. Quantitation of Nucleic Acids Quantitation of Nucleic Acids by Ultraviolet Spectroscopy; Determining the Concentration of Double-Stranded DNA; Using Absorbance and an Extinction Coefficient to Calculate Double-Stranded DNA Concentration; Calculating DNA Concentration as a Millimolar (mM) Amount; Determining the Concentration of Single-Stranded DNA Molecules; Oligonucleotide Quantitation; Measuring RNA Concentration; Molecular Weight, Molarity, and Nucleic Acid Length; Estimating DNA Concentration on an Ethidium Bromide-Stained Gel Chapter 6. Labeling Nucleic Acids with Radioisotopes Introduction; Using Radioactivity: The Curie; Estimating Plasmid Copy Number; Labeling DNA by Nick Translation; Random Primer Labeling of DNA; Labeling 3' Termini with Terminal Transferase; cDNA Synthesis; Homopolymeric Tailing; In Vitro Transcription; Chapter 7. Oligonucleotide Synthesis; Introduction; Synthesis Yield; Measuring Stepwise and Overall Yield by the DMT Cation Assay; Overall Yield; Stepwise Yield; Calculating Micromoles of Nucleoside Added at Each Base Addition Step; Chapter 8. The Polymerase Chain Reaction; Introduction Template and Amplification |
Record Nr. | UNINA-9910458136503321 |
Stephenson Frank Harold
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Amsterdam ; ; Boston, : Academic Press, c2003 | ||
![]() | ||
Lo trovi qui: Univ. Federico II | ||
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Calculations in molecular biology and biotechnology [[electronic resource] ] : a guide to mathematics in the laboratory / / Frank H. Stephenson |
Autore | Stephenson Frank Harold |
Pubbl/distr/stampa | Amsterdam ; ; Boston, : Academic Press, c2003 |
Descrizione fisica | 1 online resource (319 p.) |
Disciplina | 572.8/01/51 |
Soggetto topico |
Molecular biology - Computer simulation
Molecular biology - Mathematics Biotechnology |
ISBN |
1-281-02727-8
9786611027278 0-08-050061-7 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Front Cover; Calculations in Molecular Biology and Biotechnology; Copyright Page; Contents; Foreword; Chapter 1. Scientific Notation and Metric Prefixes; Introduction; Significant Digits; Rounding Off Significant Digits in Calculations; Exponents and Scientific Notation; Expressing Numbers in Scientific Notation; Converting Numbers from Scientific Notation to Decimal Notation; Adding and Subtracting Numbers Written in Scientific Notation; Multiplying and Dividing Numbers Written in Scientific Notation; Metric Prefixes; Conversion Factors and Canceling Terms
Chapter 2. Solutions Mixtures and Media Introduction; Calculating Dilutions: A General Approach; Concentrations by a Factor of X; Preparing Percent Solutions; Diluting Percent Solutions; Moles and Molecular Weight: Definitions; Molarity; Diluting Molar Solutions; Converting Molarity to Percent; Converting Percent to Molarity; Normality; PH; pKa and the Henderson-Hasselbalch Equation; Chapter 3. Cell Growth; The Bacterial Growth Curve; Manipulating Cell Concentration; Plotting OD550 vs. Time on a Linear Graph; Plotting the Logarithm of OD550 vs. Time on a Linear Graph Plotting the Log of Cell Concentration vs. Time Calculating Generation Time; Plotting Cell Growth Data on a Semilog Graph; Determining Generation Time Directly from a Semilog Plot of Cell Concentration vs. Time; Plotting Cell Density versus OD550 on a Semilog Graph; The Fluctuation Test; Fluctuation Test Example; Variance; Measuring Mutation Rate; Measuring Cell Concentration on a Hemocytometer; Chapter 4. Working with Bacteriophage; Introduction; Multiplicity of Infection; Probabilities and Multiplicity of Infection; Measuring Phage Titer; Diluting Bacteriophage; Measuring Burst Size Chapter 5. Quantitation of Nucleic Acids Quantitation of Nucleic Acids by Ultraviolet Spectroscopy; Determining the Concentration of Double-Stranded DNA; Using Absorbance and an Extinction Coefficient to Calculate Double-Stranded DNA Concentration; Calculating DNA Concentration as a Millimolar (mM) Amount; Determining the Concentration of Single-Stranded DNA Molecules; Oligonucleotide Quantitation; Measuring RNA Concentration; Molecular Weight, Molarity, and Nucleic Acid Length; Estimating DNA Concentration on an Ethidium Bromide-Stained Gel Chapter 6. Labeling Nucleic Acids with Radioisotopes Introduction; Using Radioactivity: The Curie; Estimating Plasmid Copy Number; Labeling DNA by Nick Translation; Random Primer Labeling of DNA; Labeling 3' Termini with Terminal Transferase; cDNA Synthesis; Homopolymeric Tailing; In Vitro Transcription; Chapter 7. Oligonucleotide Synthesis; Introduction; Synthesis Yield; Measuring Stepwise and Overall Yield by the DMT Cation Assay; Overall Yield; Stepwise Yield; Calculating Micromoles of Nucleoside Added at Each Base Addition Step; Chapter 8. The Polymerase Chain Reaction; Introduction Template and Amplification |
Record Nr. | UNINA-9910784562903321 |
Stephenson Frank Harold
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||
Amsterdam ; ; Boston, : Academic Press, c2003 | ||
![]() | ||
Lo trovi qui: Univ. Federico II | ||
|
Calculations in molecular biology and biotechnology : a guide to mathematics in the laboratory / / Frank H. Stephenson |
Autore | Stephenson Frank Harold |
Edizione | [1st ed.] |
Pubbl/distr/stampa | Amsterdam ; ; Boston, : Academic Press, c2003 |
Descrizione fisica | 1 online resource (319 p.) |
Disciplina | 572.8/01/51 |
Soggetto topico |
Molecular biology - Computer simulation
Molecular biology - Mathematics Biotechnology |
ISBN |
1-281-02727-8
9786611027278 0-08-050061-7 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Front Cover; Calculations in Molecular Biology and Biotechnology; Copyright Page; Contents; Foreword; Chapter 1. Scientific Notation and Metric Prefixes; Introduction; Significant Digits; Rounding Off Significant Digits in Calculations; Exponents and Scientific Notation; Expressing Numbers in Scientific Notation; Converting Numbers from Scientific Notation to Decimal Notation; Adding and Subtracting Numbers Written in Scientific Notation; Multiplying and Dividing Numbers Written in Scientific Notation; Metric Prefixes; Conversion Factors and Canceling Terms
Chapter 2. Solutions Mixtures and Media Introduction; Calculating Dilutions: A General Approach; Concentrations by a Factor of X; Preparing Percent Solutions; Diluting Percent Solutions; Moles and Molecular Weight: Definitions; Molarity; Diluting Molar Solutions; Converting Molarity to Percent; Converting Percent to Molarity; Normality; PH; pKa and the Henderson-Hasselbalch Equation; Chapter 3. Cell Growth; The Bacterial Growth Curve; Manipulating Cell Concentration; Plotting OD550 vs. Time on a Linear Graph; Plotting the Logarithm of OD550 vs. Time on a Linear Graph Plotting the Log of Cell Concentration vs. Time Calculating Generation Time; Plotting Cell Growth Data on a Semilog Graph; Determining Generation Time Directly from a Semilog Plot of Cell Concentration vs. Time; Plotting Cell Density versus OD550 on a Semilog Graph; The Fluctuation Test; Fluctuation Test Example; Variance; Measuring Mutation Rate; Measuring Cell Concentration on a Hemocytometer; Chapter 4. Working with Bacteriophage; Introduction; Multiplicity of Infection; Probabilities and Multiplicity of Infection; Measuring Phage Titer; Diluting Bacteriophage; Measuring Burst Size Chapter 5. Quantitation of Nucleic Acids Quantitation of Nucleic Acids by Ultraviolet Spectroscopy; Determining the Concentration of Double-Stranded DNA; Using Absorbance and an Extinction Coefficient to Calculate Double-Stranded DNA Concentration; Calculating DNA Concentration as a Millimolar (mM) Amount; Determining the Concentration of Single-Stranded DNA Molecules; Oligonucleotide Quantitation; Measuring RNA Concentration; Molecular Weight, Molarity, and Nucleic Acid Length; Estimating DNA Concentration on an Ethidium Bromide-Stained Gel Chapter 6. Labeling Nucleic Acids with Radioisotopes Introduction; Using Radioactivity: The Curie; Estimating Plasmid Copy Number; Labeling DNA by Nick Translation; Random Primer Labeling of DNA; Labeling 3' Termini with Terminal Transferase; cDNA Synthesis; Homopolymeric Tailing; In Vitro Transcription; Chapter 7. Oligonucleotide Synthesis; Introduction; Synthesis Yield; Measuring Stepwise and Overall Yield by the DMT Cation Assay; Overall Yield; Stepwise Yield; Calculating Micromoles of Nucleoside Added at Each Base Addition Step; Chapter 8. The Polymerase Chain Reaction; Introduction Template and Amplification |
Record Nr. | UNINA-9910810985303321 |
Stephenson Frank Harold
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Amsterdam ; ; Boston, : Academic Press, c2003 | ||
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Lo trovi qui: Univ. Federico II | ||
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Computer modelling in molecular biology [[electronic resource] /] / edited by Julia M. Goodfellow |
Pubbl/distr/stampa | Weinheim ; ; New York, : VCH, c1995 |
Descrizione fisica | 1 online resource (262 p.) |
Disciplina |
574.880113
574.880285 |
Altri autori (Persone) | GoodfellowJulia M |
Soggetto topico |
Molecular biology - Data processing
Molecular biology - Computer simulation |
Soggetto genere / forma | Electronic books. |
ISBN |
1-281-75862-0
9786611758622 3-527-61533-4 3-527-61532-6 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Computer Modelling in Molecular Biology; Contents; Colour Illustrations; 1 Introduction to Computer Simulation: Methods and Applications; 2 Modelling Protein Structures; 3 Molecular Dynamics Simulations of Peptides; 4 Molecular Dynamics and Free Energy Calculations Applied to the Enzyme Barnase and One of its Stability Mutants; 5 The Use of Molecular Dynamics Simulations for Modelling Nucleic Acids; 6 Theory of Transport in Ion Channels; 7 Molecular Modelling and Simulations of Major Histocompatibility Complex Class I Protein-Peptide Interactions
8 Path Energy Minimization: A New Method for the Simulation of Conformational Transitions of Large MoleculesIndex |
Record Nr. | UNINA-9910144733303321 |
Weinheim ; ; New York, : VCH, c1995 | ||
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Lo trovi qui: Univ. Federico II | ||
|
Computer modelling in molecular biology [[electronic resource] /] / edited by Julia M. Goodfellow |
Pubbl/distr/stampa | Weinheim ; ; New York, : VCH, c1995 |
Descrizione fisica | 1 online resource (262 p.) |
Disciplina |
574.880113
574.880285 |
Altri autori (Persone) | GoodfellowJulia M |
Soggetto topico |
Molecular biology - Data processing
Molecular biology - Computer simulation |
ISBN |
1-281-75862-0
9786611758622 3-527-61533-4 3-527-61532-6 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Computer Modelling in Molecular Biology; Contents; Colour Illustrations; 1 Introduction to Computer Simulation: Methods and Applications; 2 Modelling Protein Structures; 3 Molecular Dynamics Simulations of Peptides; 4 Molecular Dynamics and Free Energy Calculations Applied to the Enzyme Barnase and One of its Stability Mutants; 5 The Use of Molecular Dynamics Simulations for Modelling Nucleic Acids; 6 Theory of Transport in Ion Channels; 7 Molecular Modelling and Simulations of Major Histocompatibility Complex Class I Protein-Peptide Interactions
8 Path Energy Minimization: A New Method for the Simulation of Conformational Transitions of Large MoleculesIndex |
Record Nr. | UNISA-996216294103316 |
Weinheim ; ; New York, : VCH, c1995 | ||
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Lo trovi qui: Univ. di Salerno | ||
|
Computer modelling in molecular biology [[electronic resource] /] / edited by Julia M. Goodfellow |
Pubbl/distr/stampa | Weinheim ; ; New York, : VCH, c1995 |
Descrizione fisica | 1 online resource (262 p.) |
Disciplina |
574.880113
574.880285 |
Altri autori (Persone) | GoodfellowJulia M |
Soggetto topico |
Molecular biology - Data processing
Molecular biology - Computer simulation |
ISBN |
1-281-75862-0
9786611758622 3-527-61533-4 3-527-61532-6 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Computer Modelling in Molecular Biology; Contents; Colour Illustrations; 1 Introduction to Computer Simulation: Methods and Applications; 2 Modelling Protein Structures; 3 Molecular Dynamics Simulations of Peptides; 4 Molecular Dynamics and Free Energy Calculations Applied to the Enzyme Barnase and One of its Stability Mutants; 5 The Use of Molecular Dynamics Simulations for Modelling Nucleic Acids; 6 Theory of Transport in Ion Channels; 7 Molecular Modelling and Simulations of Major Histocompatibility Complex Class I Protein-Peptide Interactions
8 Path Energy Minimization: A New Method for the Simulation of Conformational Transitions of Large MoleculesIndex |
Record Nr. | UNINA-9910830855603321 |
Weinheim ; ; New York, : VCH, c1995 | ||
![]() | ||
Lo trovi qui: Univ. Federico II | ||
|
Computer modelling in molecular biology [[electronic resource] /] / edited by Julia M. Goodfellow |
Pubbl/distr/stampa | Weinheim ; ; New York, : VCH, c1995 |
Descrizione fisica | 1 online resource (262 p.) |
Disciplina |
574.880113
574.880285 |
Altri autori (Persone) | GoodfellowJulia M |
Soggetto topico |
Molecular biology - Data processing
Molecular biology - Computer simulation |
ISBN |
1-281-75862-0
9786611758622 3-527-61533-4 3-527-61532-6 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
Computer Modelling in Molecular Biology; Contents; Colour Illustrations; 1 Introduction to Computer Simulation: Methods and Applications; 2 Modelling Protein Structures; 3 Molecular Dynamics Simulations of Peptides; 4 Molecular Dynamics and Free Energy Calculations Applied to the Enzyme Barnase and One of its Stability Mutants; 5 The Use of Molecular Dynamics Simulations for Modelling Nucleic Acids; 6 Theory of Transport in Ion Channels; 7 Molecular Modelling and Simulations of Major Histocompatibility Complex Class I Protein-Peptide Interactions
8 Path Energy Minimization: A New Method for the Simulation of Conformational Transitions of Large MoleculesIndex |
Record Nr. | UNINA-9910841205003321 |
Weinheim ; ; New York, : VCH, c1995 | ||
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Lo trovi qui: Univ. Federico II | ||
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Computer Simulations in Molecular Biology / / Hiqmet Kamberaj |
Autore | Kamberaj Hiqmet |
Edizione | [First edition.] |
Pubbl/distr/stampa | Cham, Switzerland : , : Springer Nature Switzerland AG, , [2023] |
Descrizione fisica | 1 online resource (XIII, 298 p. 122 illus., 102 illus. in color.) |
Disciplina | 572.80285 |
Collana | Scientific Computation Series |
Soggetto topico |
Molecular biology - Computer simulation
Quantum theory - Computer simulation |
ISBN | 3-031-34839-7 |
Formato | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Quantum Mechanics Molecular Dynamics in Simulations -- Basis Set Functions -- Semi-Empirical Quantum Mechanics Molecular Dynamics -- Machine Learning Quantum Mechanics Molecular Dynamics -- Quantum Mechanics Simulations Package. |
Record Nr. | UNINA-9910736031003321 |
Kamberaj Hiqmet
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Cham, Switzerland : , : Springer Nature Switzerland AG, , [2023] | ||
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Lo trovi qui: Univ. Federico II | ||
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