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Advanced Machine Learning Applications in Big Data Analytics
| Advanced Machine Learning Applications in Big Data Analytics |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2023 |
| Descrizione fisica | 1 online resource (654 p.) |
| Soggetto topico |
History of engineering & technology
Technology: general issues |
| Soggetto non controllato |
1D quadratic chaotic system
adaptive learning adversarial attacks ARMA attentional mechanisms BaaS system bagging model behavior detection blockchain consensus algorithm border patrol BP butterfly optimization algorithm capacitated vehicle routing planning CBAM CBCFI classification algorithms cloud clustering algorithms CNN color image combined prediction model community clustering complementary ensemble empirical mode decomposition (CEEMD) composite multi-scale dispersion entropy computer vision concept drift confidentiality management convolutional neural networks coupled map lattice COVID-19 crisscross search data stream mining deep belief network deep feature deep learning design science research differential evolution digital archives disease classification DNA coding DNA computing DNA sequences design document classification dual-update strategy ELM embedding propagation emotion-cause pair extraction energy storage error coefficient event extraction event trigger words event type extreme learning machine fault diagnosis feature selection financial time series forecasting flight safety forecasting forex GA generative adversarial network global optimization GM graph attention network graph convolutional network graph neural network gravity search hash function health Hemerocallis citrina Baroni heterogeneous graph hierarchical clustering hierarchical model high-plateau flight hybrid model hyperspectral image classification image classification image encryption improved matrix particle swarm optimization algorithm (IMPSO) incremental learning information system information systems infrared Jaccard distance KNN least squares method lightweight neural networks long short-term memory network machine learning maturity detection mean absolute error mean-semivariance model membership grade meta-heuristic model predictive control multi-behavior recommendation multi-strategy MultiRocket n/a neural architecture search neural networks NLP object detection online learning opposition-based learning output optimization overseas Chinese associations particle swarm optimization peak shaving and frequency regulation performance analysis pilot abnormal behavior pixel level polymorphic mapping portfolio optimization principal component analysis PROPHET PSO quantum dynamics quick access recorder random replacement ridge regression saving mileage sequential recommendation service level agreement short-term traffic-flow forecasting signal-to-noise ratio distance sliding window spatial-temporal systems splicing model stacking model stock announcement news stock return support vector machine support vector machine swarm intelligence support vector machines swarm intelligence talent stability prediction target detection time series time series classification tomato leaf traffic flow forecasting transaction priority variational mode decomposition warning system whale optimization algorithm YOLOv4 algorithm YOLOv5 algorithm |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910743276603321 |
| MDPI - Multidisciplinary Digital Publishing Institute, 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Efficiency and Anomalies in Stock Markets
| Efficiency and Anomalies in Stock Markets |
| Autore | Wong Wing-Keung |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 online resource (232 p.) |
| Soggetto topico | Development economics and emerging economies |
| Soggetto non controllato |
anchoring
anomalies anomaly applications Asian market Autoregressive Model Behavioral Finance behavioral models BM effect bubbles calendar anomalies causality China stock market cointegration convertible bond copulas covariance Disposition Effect diversification dynamic models economic growth economic policy uncertainty efficient market emerging market emerging markets EMH Equity Premium Puzzle finance financial constraints financial development frequency-domain roiling causality future economic growth G7 market herd effect indifference curves KSE Pakistan liquidity proxy market efficiency Momentum Effect moving average news non-Gaussian error nonlinearity Omega ratio open interest ostrich effect overconfidence performance measures portfolio optimization portfolio selection price impact Put-Call Ratio random walk real exchange rate realized volatility risk averters risk measures risk seekers robust estimation size and value premiums stochastic dominance stock market stock performance technical analysis the size effect three-factor model Threshold Autoregressive Model trading rules transaction cost two-moment decision models unit root utility utility maximization value premium volatility volume Winner-Loser Effect |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910674048203321 |
Wong Wing-Keung
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Risk Analysis and Portfolio Modelling / David Allen, Elisa Luciano
| Risk Analysis and Portfolio Modelling / David Allen, Elisa Luciano |
| Autore | Allen David |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2019 |
| Descrizione fisica | 1 electronic resource (224 p.) |
| Soggetto non controllato |
risk assessment
mortgage portfolio insider trade contagion effect risk capital liquidity risk hedonic modeling rolling wavelet correlation inverse coefficient of variation exchange traded funds sovereign risk/debt securitized real estate and local stock markets portfolio optimization portfolio analysis risk premium performance measurement risk analysis contagion outperformance probability Sharpe ratio probability of default small and medium enterprises RAROC sovereign defaults risk attribution multiresolution analysis credit ratings debt maturity structure herding asset-backed securities modern portfolio theory housing segments analytic hierarchy process African countries Asian firms decentralization credit scoring dependence mutual funds spillover effect capital allocation copulas matched filter institutional holding crop insurance factor investing wavelet coherence and phase difference risk value-at-risk rearrangement algorithm |
| ISBN |
9783039216253
3039216252 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910367752303321 |
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Allen David
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| MDPI - Multidisciplinary Digital Publishing Institute, 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Signatures of Maturity in Cryptocurrency Market
| Signatures of Maturity in Cryptocurrency Market |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2023 |
| Descrizione fisica | 1 online resource (262 p.) |
| Soggetto topico |
Mathematics & science
Research & information: general |
| Soggetto non controllato |
ADCC-GARCH
AI anomaly score automated market makers bitcoin Bitcoin carbon footprint Bitcoin mining blockchain blockchain technology bounded distance decoding business development collective dynamics community detection complex systems complexity correlations COVID-19 cross-correlations cryptocurrencies cryptocurrency DAO decentralized exchange DeFi diversifier econophysics edge computing electric vehicles energy consumption entropy error correcting code Ethereum FIGARCH financial crisis financial development financial markets fluctuations forex market hedge Hurst exponent information processing Kolmogorov entropy lending protocol long memory Mahalanobis distance market impact market maturity metaverse MFDFA minimum covariance determinant multifractal analysis multifractality multiscale network structure noise and trend effects oracle P2P charging permanent policy portfolio optimization precision public-key cryptosystem safe haven shrinkage estimators tick-by-tick data time series time series analysis volatility |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910743270303321 |
| MDPI - Multidisciplinary Digital Publishing Institute, 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Three Risky Decades: A Time for Econophysics?
| Three Risky Decades: A Time for Econophysics? |
| Autore | Kutner Ryszard |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 online resource (708 p.) |
| Soggetto topico |
Mathematics & science
Research & information: general |
| Soggetto non controllato |
1/f noise
absolute value estimator agent-based models anomalous diffusion ARFIMA balanced budget basic income guarantee Bitcoin bond pricing bounded rationality calendar anomalies Cantor set cascading failure collective intelligence companies company market compartmental epidemic modelling complex systems complexity economics continuous time random walk copulas correlation coefficient correlation filtering correspondence analysis covariance matrices COVID-19 criticality cross-correlations cryptocurrencies currency crisis day-of-the-week effect decision-making deep learning detrended cross-correlation analysis detrended cross-correlations detrended fluctuation analysis discounting disordered systems dynamics of complex networks ecological economics economic complexity economic development Economic Freedom of the World index economic growth econophysics effective tax rate elastic tax emergent property emissions energy entropy entropy production exponential behaviour export readiness financial complexity financial market dynamics financial markets financial networks first-passage times flash crash forex market fractals fractional Lèvy stable motion FTSE100 Gini index globalisation Gompertz government dependency government transfer high frequency trading high-frequency trader high-frequency trading highway freight transportation Higuchi's method homeomorphism Hurst exponent income distribution income redistribution income tax Index of Economic Freedom information-theory internationalization intertrade times kinetic exchange model kinetic models Kolkata index Kolkata Paise Restaurant problem lexical evolution of econophysics local transfer entropy long-range memory long-short-term-memory market indices market microstructure market stability maximum entropy principle mean squared displacement minimal spanning tree MinMax minority game mobility indices mortality multifractal analysis multifractal detrended fluctuation analysis multiplicative point process multiscale analysis multiscale partition function multivariate Hawkes process n/a network analysis network diversity network science neural networks optimization options pricing output elasticities partial correlation phase transition planar graph planar maximally filtered graph portfolio optimization poverty line power law power law behaviour power law classification scheme power-law tails products and services q-Gaussians quantal response statistical equilibrium Quantum-Inspired Neural Network radiation model random geometry rank-size law technique real interest rates regularization relatedness renormalization replica theory return distributions risk measurement SGX simulated annealing technique speculative attacks start-up stock correlation stretched exponentials structural entropy survival probability distribution systemic risk TAIEX tax deduction text as data time series analysis topological data analysis transportation network traveling salesman problem urban-regional economics vaccination campaign volatility clustering wealth distribution wealth inequalities |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | Three Risky Decades |
| Record Nr. | UNINA-9910585940703321 |
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Kutner Ryszard
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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What hedge funds really do : an introduction to portfolio management / / Philip J. Romero and Tucker Balch
| What hedge funds really do : an introduction to portfolio management / / Philip J. Romero and Tucker Balch |
| Autore | Romero Philip J. |
| Edizione | [First edition.] |
| Pubbl/distr/stampa | New York, New York (222 East 46th Street, New York, NY 10017) : , : Business Expert Press, , 2014 |
| Descrizione fisica | 1 online resource (148 pages) |
| Disciplina | 332.6327 |
| Collana | Economics collection |
| Soggetto topico |
Hedge funds
Portfolio management |
| Soggetto genere / forma | Electronic books. |
| Soggetto non controllato |
absolute return
active investment management arbitrage capital asset pricing model CAPM derivatives exchange traded funds ETF fat tails finance hedge funds hedging high-frequency trading HFT investing investment management long/short modern portfolio theory MPT optimization quant quantitative trading strategies portfolio construction portfolio management portfolio optimization trading trading strategies Wall Street |
| ISBN | 1-63157-090-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part I. The basics -- 1. Introduction -- 2. So you want to be a hedge fund manager -- 3. An illustrative hedge fund strategy: arbitrage -- 4. Market-making mechanics -- 5. Introduction to company valuation -- Part II. Investing fundamentals: CAPM and EMH -- 6. How valuation is used by hedge funds -- 7. Framework for investing: the capital asset pricing model (CAPM) -- 8. The efficient market hypothesis (EMH), its three versions -- 9. The fundamental law of active portfolio management -- Part III. Market simulation and portfolio construction -- 10. Modern portfolio theory: the efficient frontier and portfolio optimization -- 11. Event studies -- 12. Overcoming data quirks to design trading strategies -- 13. Data sources -- 14. Back testing strategies -- Part IV. Case study and issues -- 15. Hedge fund case study: long term capital management (LTCM) -- 16. Opportunities and challenges for hedge funds -- Teaching cases -- Glossary -- Summary -- Index. |
| Record Nr. | UNINA-9910458929803321 |
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Romero Philip J.
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| New York, New York (222 East 46th Street, New York, NY 10017) : , : Business Expert Press, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
What hedge funds really do : an introduction to portfolio management / / Philip J. Romero and Tucker Balch
| What hedge funds really do : an introduction to portfolio management / / Philip J. Romero and Tucker Balch |
| Autore | Romero Philip J. |
| Edizione | [First edition.] |
| Pubbl/distr/stampa | New York, New York (222 East 46th Street, New York, NY 10017) : , : Business Expert Press, , 2014 |
| Descrizione fisica | 1 online resource (148 pages) |
| Disciplina | 332.6327 |
| Collana | Economics collection |
| Soggetto topico |
Hedge funds
Fons especulatius Gestió de cartera Portfolio management |
| Soggetto genere / forma | Llibres electrònics |
| Soggetto non controllato |
absolute return
active investment management arbitrage capital asset pricing model CAPM derivatives exchange traded funds ETF fat tails finance hedge funds hedging high-frequency trading HFT investing investment management long/short modern portfolio theory MPT optimization quant quantitative trading strategies portfolio construction portfolio management portfolio optimization trading trading strategies Wall Street |
| ISBN | 1-63157-090-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part I. The basics -- 1. Introduction -- 2. So you want to be a hedge fund manager -- 3. An illustrative hedge fund strategy: arbitrage -- 4. Market-making mechanics -- 5. Introduction to company valuation -- Part II. Investing fundamentals: CAPM and EMH -- 6. How valuation is used by hedge funds -- 7. Framework for investing: the capital asset pricing model (CAPM) -- 8. The efficient market hypothesis (EMH), its three versions -- 9. The fundamental law of active portfolio management -- Part III. Market simulation and portfolio construction -- 10. Modern portfolio theory: the efficient frontier and portfolio optimization -- 11. Event studies -- 12. Overcoming data quirks to design trading strategies -- 13. Data sources -- 14. Back testing strategies -- Part IV. Case study and issues -- 15. Hedge fund case study: long term capital management (LTCM) -- 16. Opportunities and challenges for hedge funds -- Teaching cases -- Glossary -- Summary -- Index. |
| Record Nr. | UNINA-9910791003103321 |
|
Romero Philip J.
|
||
| New York, New York (222 East 46th Street, New York, NY 10017) : , : Business Expert Press, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
What hedge funds really do : an introduction to portfolio management / / Philip J. Romero and Tucker Balch
| What hedge funds really do : an introduction to portfolio management / / Philip J. Romero and Tucker Balch |
| Autore | Romero Philip J. |
| Edizione | [First edition.] |
| Pubbl/distr/stampa | New York, New York (222 East 46th Street, New York, NY 10017) : , : Business Expert Press, , 2014 |
| Descrizione fisica | 1 online resource (148 pages) |
| Disciplina | 332.6327 |
| Collana | Economics collection |
| Soggetto topico |
Hedge funds
Fons especulatius Gestió de cartera Portfolio management |
| Soggetto genere / forma | Llibres electrònics |
| Soggetto non controllato |
absolute return
active investment management arbitrage capital asset pricing model CAPM derivatives exchange traded funds ETF fat tails finance hedge funds hedging high-frequency trading HFT investing investment management long/short modern portfolio theory MPT optimization quant quantitative trading strategies portfolio construction portfolio management portfolio optimization trading trading strategies Wall Street |
| ISBN | 1-63157-090-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part I. The basics -- 1. Introduction -- 2. So you want to be a hedge fund manager -- 3. An illustrative hedge fund strategy: arbitrage -- 4. Market-making mechanics -- 5. Introduction to company valuation -- Part II. Investing fundamentals: CAPM and EMH -- 6. How valuation is used by hedge funds -- 7. Framework for investing: the capital asset pricing model (CAPM) -- 8. The efficient market hypothesis (EMH), its three versions -- 9. The fundamental law of active portfolio management -- Part III. Market simulation and portfolio construction -- 10. Modern portfolio theory: the efficient frontier and portfolio optimization -- 11. Event studies -- 12. Overcoming data quirks to design trading strategies -- 13. Data sources -- 14. Back testing strategies -- Part IV. Case study and issues -- 15. Hedge fund case study: long term capital management (LTCM) -- 16. Opportunities and challenges for hedge funds -- Teaching cases -- Glossary -- Summary -- Index. |
| Record Nr. | UNINA-9910817453103321 |
|
Romero Philip J.
|
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| New York, New York (222 East 46th Street, New York, NY 10017) : , : Business Expert Press, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||