Paolo Giudici : Citation Profile


Università degli Studi di Pavia

14

H index

24

i10 index

725

Citations

RESEARCH PRODUCTION:

83

Articles

40

Papers

1

Chapters

RESEARCH ACTIVITY:

   27 years (1998 - 2025). See details.
   Cites by year: 26
   Journals where Paolo Giudici has often published
   Relations with other researchers
   Recent citing documents: 106.    Total self citations: 60 (7.64 %)

EXPERT IN:

   Neural Networks and Related Topics
   Financial Econometrics

MORE DETAILS IN:
ABOUT THIS REPORT:

   Permalink: http://citec.repec.org/pgi259
   Updated: 2025-05-17    RAS profile: 2025-05-15    
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Relations with other researchers


Works with:

Ahelegbey, Daniel Felix (14)

Agosto, Arianna (7)

Gambacorta, Leonardo (6)

Aldasoro, Iñaki (6)

Authors registered in RePEc who have co-authored more than one work in the last five years with Paolo Giudici.

Is cited by:

Ahelegbey, Daniel Felix (26)

Bartolucci, Francesco (9)

Pammolli, Fabio (9)

Pennoni, Fulvia (8)

Andrieș, Alin Marius (8)

Fernandez Bariviera, Aurelio (8)

Corbet, Shaen (7)

Costantini, Mauro (6)

Maaitah, Ahmad (6)

Sousa, Ricardo (6)

Sprincean, Nicu (6)

Cites to:

Billio, Monica (48)

battiston, stefano (35)

Ahelegbey, Daniel Felix (32)

Diebold, Francis (31)

Lo, Andrew (28)

Acharya, Viral (28)

Pelizzon, Loriana (28)

Engle, Robert (27)

Yilmaz, Kamil (26)

Brownlees, Christian (23)

Casarin, Roberto (20)

Main data


Where Paolo Giudici has published?


Journals with more than one article published# docs
Risks9
Physica A: Statistical Mechanics and its Applications6
Statistical Methods & Applications6
Finance Research Letters4
Journal of the Operational Research Society3
Annals of Operations Research3
Journal of Financial Stability3
Statistics & Probability Letters3
Applied Stochastic Models in Business and Industry3
Journal of Network Theory in Finance2
Advances in Data Analysis and Classification2
Computational Statistics & Data Analysis2
Mathematics2
Socio-Economic Planning Sciences2
Methodology and Computing in Applied Probability2
Journal of the Royal Statistical Society Series B2
Journal of Operational Risk2
FinTech2

Working Papers Series with more than one paper published# docs
DEM Working Papers Series / University of Pavia, Department of Economics and Management28
MPRA Paper / University Library of Munich, Germany4
BIS Working Papers / Bank for International Settlements3
CEPR Discussion Papers / C.E.P.R. Discussion Papers2

Recent works citing Paolo Giudici (2025 and 2024)


YearTitle of citing document
2025A Comprehensive Survey on Enterprise Financial Risk Analysis from Big Data Perspective. (2025). Zhao, YU ; Du, Huaming. In: Papers. RePEc:arx:papers:2211.14997.

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2024Semi-strong Efficient Market of Bitcoin and Twitter: an Analysis of Semantic Vector Spaces of Extracted Keywords and Light Gradient Boosting Machine Models. (2024). Gacesa, Marko ; Wang, Fang. In: Papers. RePEc:arx:papers:2409.15988.

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2024Cyber Risk Taxonomies: Statistical Analysis of Cybersecurity Risk Classifications. (2024). Sofronov, Georgy ; Jang, Jiwook ; Shevchenko, Pavel V ; Treuck, Stefan ; Peters, Gareth W ; Malavasi, Matteo. In: Papers. RePEc:arx:papers:2410.05297.

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2024Economic Integration of Africa in the 21st Century: Complex Network and Panel Regression Analysis. (2024). Rocha, Luis ; Gandica, Yerali ; Abafita, Jemal ; Choramo, Tekilu Tadesse. In: Papers. RePEc:arx:papers:2410.21019.

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2024Graph Neural Networks for Financial Fraud Detection: A Review. (2024). Jiang, Changjun ; Xiang, Sheng ; Zou, Yao ; Cheng, Dawei. In: Papers. RePEc:arx:papers:2411.05815.

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2025Developing Cryptocurrency Trading Strategy Based on Autoencoder-CNN-GANs Algorithms. (2025). Zhou, Yining ; Liu, Qianying ; Zheng, Haoran ; Zhang, Zizhou ; Yu, Richard ; Hu, Zhuohuan. In: Papers. RePEc:arx:papers:2412.18202.

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2025Implementation of an Asymmetric Adjusted Activation Function for Class Imbalance Credit Scoring. (2025). Li, Xia ; Mao, Mao ; Tao, Kunpeng ; Zheng, Hanghang. In: Papers. RePEc:arx:papers:2501.12285.

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2024Generative artificial intelligence and cyber security in central banking. (2024). Bank for International Settlements, . In: BIS Papers. RePEc:bis:bisbps:145.

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2024Digital innovation and de‐branching in the banking industry: Customer perception and satisfaction. (2024). Valverde, Santiago Carbo ; Cuadrossolas, Pedro J ; Sanchezbejar, Jose Juan ; Rodriguezfernandez, Francisco. In: Global Policy. RePEc:bla:glopol:v:15:y:2024:i:s1:p:8-20.

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2024Enhancing Operational Risk Management in the Mauritian Banking Sector: A Structured Approach. (2024). Abbana, Sharanam ; Ramdani, Lovena ; Marimuthu, Ferina. In: International Journal of Economics and Financial Issues. RePEc:eco:journ1:2024-04-1.

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2024The determinants of systemic risk contagion. (2024). Atasoy, Burak ; Erden, Lutfi ; Ozkan, Brahim. In: Economic Modelling. RePEc:eee:ecmode:v:130:y:2024:i:c:s026499932300408x.

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2024Dependence structure between NFT, DeFi and cryptocurrencies in turbulent times: An Archimax copula approach. (2024). Fernandez Bariviera, Aurelio ; Fakhfekh, Mohamed ; Bejaoui, Azza ; Jeribi, Ahmed. In: The North American Journal of Economics and Finance. RePEc:eee:ecofin:v:70:y:2024:i:c:s1062940824000032.

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2024Predicting systemic financial risk with interpretable machine learning. (2024). Tang, Tiantian ; Lu, Chennuo. In: The North American Journal of Economics and Finance. RePEc:eee:ecofin:v:71:y:2024:i:c:s1062940824000123.

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2024On the anatomy of cyberattacks. (2024). Chang, Jin-Wook ; Jayachandran, Kartik ; Ramirez, Carlos A ; Tintera, Ali. In: Economics Letters. RePEc:eee:ecolet:v:238:y:2024:i:c:s0165176524001599.

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2024Contagion among European financial indices, evidence from a quantile VAR approach. (2024). Tedeschi, Marco ; Palomba, Giulio. In: Economic Systems. RePEc:eee:ecosys:v:48:y:2024:i:2:s0939362524000050.

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2024Interpretable machine learning for imbalanced credit scoring datasets. (2024). Chen, Yujia ; Calabrese, Raffaella ; Martin-Barragan, Belen. In: European Journal of Operational Research. RePEc:eee:ejores:v:312:y:2024:i:1:p:357-372.

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2024Optimizing credit limit adjustments under adversarial goals using reinforcement learning. (2024). Alfonso-Sanchez, Sherly ; Sendova, Kristina P ; Solano, Jesus ; Bravo, Cristian ; Correa-Bahnsen, Alejandro. In: European Journal of Operational Research. RePEc:eee:ejores:v:315:y:2024:i:2:p:802-817.

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2024Liquidity risk in FinTech lending: Early impact of the COVID-19 pandemic on the P2P lending market. (2024). Shams, Syed ; Alam, Khorshed ; Nigmonov, Asror. In: Emerging Markets Review. RePEc:eee:ememar:v:58:y:2024:i:c:s1566014123000894.

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2024Assessing systemic risk and connectedness among dirty and clean energy markets from the quantile and expectile perspectives. (2024). Syuhada, Khreshna ; Suprijanto, Djoko ; Hakim, Arief. In: Energy Economics. RePEc:eee:eneeco:v:129:y:2024:i:c:s0140988323007594.

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2024Understanding crypto-asset exposure: An investigation of its impact on performance and stock sensitivity among listed companies. (2024). Soski, Tomasz ; Kara, Marta ; Mercik, Aleksander. In: International Review of Financial Analysis. RePEc:eee:finana:v:92:y:2024:i:c:s1057521924000024.

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2024Bitcoin replication using machine learning. (2024). Rambaccussing, Dooruj ; MAZIBAŞ, MURAT ; Mazibas, Murat. In: International Review of Financial Analysis. RePEc:eee:finana:v:93:y:2024:i:c:s105752192400139x.

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2024Cross-exchange crypto risk: A high-frequency dynamic network perspective. (2024). Wang, Yifu ; Hardle, Wolfgang Karl ; Lu, Wanbo ; Ren, Rui ; Lin, Min-Bin. In: International Review of Financial Analysis. RePEc:eee:finana:v:94:y:2024:i:c:s1057521924001789.

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2024Chaos, overfitting and equilibrium: To what extent can machine learning beat the financial market?. (2024). Peng, Yaohao ; de Moraes, Joo Gabriel. In: International Review of Financial Analysis. RePEc:eee:finana:v:95:y:2024:i:pb:s105752192400406x.

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2024Dynamic dependence between quantum computing stocks and Bitcoin: Portfolio strategies for a new era of asset classes. (2024). Gözgör, Giray ; ben Jabeur, Sami ; Si, Kamel ; Rezgui, Hichem. In: International Review of Financial Analysis. RePEc:eee:finana:v:95:y:2024:i:pb:s1057521924004101.

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2024Structured factor copulas for modeling the systemic risk of European and United States banks. (2024). Nguyen, Hoang ; Galeano, Pedro ; Ausn, Concepcin M ; Virbickait, Audron. In: International Review of Financial Analysis. RePEc:eee:finana:v:96:y:2024:i:pa:s1057521924005532.

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2024Do global and local economic policy uncertainties matter for systemic risk in the international banking system. (2024). Deng, Yuanyue ; Li, Sijing. In: Finance Research Letters. RePEc:eee:finlet:v:59:y:2024:i:c:s1544612323011248.

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2024Unlocking the power of the topic content in news headlines: BERTopic for predicting Chinese corporate bond defaults. (2024). Zuo, Yuan ; Tang, Wenjin ; Wu, Junjie ; Bu, Hui. In: Finance Research Letters. RePEc:eee:finlet:v:62:y:2024:i:pa:s1544612324000928.

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2024Robo-advisors: A systematic literature review. (2024). Chiappini, Helen ; Cardillo, Giovanni. In: Finance Research Letters. RePEc:eee:finlet:v:62:y:2024:i:pa:s1544612324001491.

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2024Network centrality and credit risk: A comprehensive analysis of peer-to-peer lending dynamics. (2024). Liu, Yiting ; Baals, Lennart John ; Osterrieder, Jorg ; Hadji-Misheva, Branka. In: Finance Research Letters. RePEc:eee:finlet:v:63:y:2024:i:c:s1544612324003386.

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2024Peer effect and funding success: Analyzing friendship networks in online credit markets. (2024). Zhu, Hui ; Gao, Hongming ; Ma, Haiying. In: Finance Research Letters. RePEc:eee:finlet:v:66:y:2024:i:c:s1544612324006810.

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2024Population aging and corporate human capital restructuring. (2024). Yang, Juan ; Wang, Jinbo ; Li, Huijun ; Xiao, Fenghua. In: Finance Research Letters. RePEc:eee:finlet:v:67:y:2024:i:pa:s1544612324008626.

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2024Time-varying default risk of Chinese-listed companies: From empirical test to theoretical conjecture. (2024). Qin, Zhaohui ; Chen, Yijie ; Fan, Yali ; Wang, Xiaowan ; Andrianarimanana, Mihasina Harinaivo ; Duok, Dhornor Tarir. In: Finance Research Letters. RePEc:eee:finlet:v:67:y:2024:i:pa:s1544612324008699.

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2024How the Economic Policy Uncertainty (EPU) impacts FinTech: The implication of P2P lending markets. (2024). Chang, Aichih ; Zhou, Fuqin ; Shi, Jim. In: Finance Research Letters. RePEc:eee:finlet:v:70:y:2024:i:c:s1544612324012972.

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2024Moderating role of voluntary IFRS adoption on earnings management and credit score of private companies. (2024). Bertoni, Michele ; Candio, Paolo ; Pediroda, Valentino. In: Finance Research Letters. RePEc:eee:finlet:v:70:y:2024:i:c:s1544612324013989.

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2024From liquidity risk to systemic risk: A use of knowledge graph. (2024). Zhang, Xiaohu ; Chen, Ren-Raw. In: Journal of Financial Stability. RePEc:eee:finsta:v:70:y:2024:i:c:s1572308923000955.

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2024The topological structure of panel variance decomposition networks. (2024). Pagnottoni, Paolo ; Cerchiello, Paola ; Celani, Alessandro. In: Journal of Financial Stability. RePEc:eee:finsta:v:71:y:2024:i:c:s157230892400007x.

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2024Unveiling interconnectedness and risk spillover among cryptocurrencies and other asset classes. (2024). Kumar, Dilip ; Narayan, Shivani. In: Global Finance Journal. RePEc:eee:glofin:v:62:y:2024:i:c:s1044028324000905.

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2024A survey on safeguarding critical infrastructures: Attacks, AI security, and future directions. (2024). Vimal, Vrince ; Rathod, Tejal ; Tanwar, Sudeep ; Jadav, Nilesh Kumar ; Yamsani, Nagendar ; Raval, Khushi Jatinkumar. In: International Journal of Critical Infrastructure Protection. RePEc:eee:ijocip:v:44:y:2024:i:c:s1874548223000604.

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2024Trade fragmentation and volatility-of-volatility networks. (2024). JAWADI, Fredj ; BASTIDON, Cécile. In: Journal of International Financial Markets, Institutions and Money. RePEc:eee:intfin:v:91:y:2024:i:c:s1042443123001762.

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2024The nexus of conventional, religious and ethical indexes during crisis. (2024). Ahelegbey, Daniel Felix ; Essanaani, Yassine ; Abdelsalam, Omneya. In: Journal of International Financial Markets, Institutions and Money. RePEc:eee:intfin:v:95:y:2024:i:c:s1042443124000933.

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2024Properties of the reconciled distributions for Gaussian and count forecasts. (2024). Giudici, Paolo ; Zambon, Lorenzo ; Corani, Giorgio ; Agosto, Arianna. In: International Journal of Forecasting. RePEc:eee:intfor:v:40:y:2024:i:4:p:1438-1448.

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2024Innovating microcredit: how fintechs change the field. (2024). Leite, Rodrigo ; Mendes, Layla ; Camelo, Emmanuel. In: Journal of Economics and Business. RePEc:eee:jebusi:v:128:y:2024:i:c:s0148619523000516.

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2024Hedging global currency risk: A dynamic machine learning approach. (2024). Pagnottoni, Paolo ; Spelta, Alessandro. In: Physica A: Statistical Mechanics and its Applications. RePEc:eee:phsmap:v:649:y:2024:i:c:s0378437124004576.

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2024Systemic risk and financial networks. (2024). Zhang, Xiaoyuan ; Li, Bingqing. In: The Quarterly Review of Economics and Finance. RePEc:eee:quaeco:v:94:y:2024:i:c:p:25-36.

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2024Determinants of the price of bitcoin: An analysis with machine learning and interpretability techniques. (2024). Gorjon, Sergio ; Carbo, Jose Manuel. In: International Review of Economics & Finance. RePEc:eee:reveco:v:92:y:2024:i:c:p:123-140.

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2024Competition, regulation, and systemic risk in dual banking systems. (2024). ben Salah, Ines ; Ernaningsih, Indria ; Smaoui, Houcem. In: International Review of Economics & Finance. RePEc:eee:reveco:v:93:y:2024:i:pa:p:1087-1103.

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2024Comparative analysis of responses of risky and safe haven assets to stock market risk before and after the yield curve inversions in the U.S.. (2024). Hammoudeh, Shawkat ; Sokhanvar, Amin. In: International Review of Economics & Finance. RePEc:eee:reveco:v:94:y:2024:i:c:s105905602400368x.

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2024Portfolio insurance strategy in the cryptocurrency market. (2024). Lee, Jaewook ; Ko, Hyungjin ; Son, Bumho. In: Research in International Business and Finance. RePEc:eee:riibaf:v:67:y:2024:i:pa:s0275531923002611.

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2024Cryptocurrency volatility: A review, synthesis, and research agenda. (2024). Kumar, Satish ; Ahmed, Mohamed Shaker ; Al-Maghyereh, Aktham I ; El-Masry, Ahmed A. In: Research in International Business and Finance. RePEc:eee:riibaf:v:71:y:2024:i:c:s0275531924002654.

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2025Investing during a Fintech revolution: The hedge and safe haven properties of Bitcoin and Ethereum. (2025). Ngoc, Dung Thi ; Quoc, Bao Khac. In: Research in International Business and Finance. RePEc:eee:riibaf:v:73:y:2025:i:pa:s0275531924003921.

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2024Bank failure prediction models: Review and outlook. (2024). Citterio, Alberto. In: Socio-Economic Planning Sciences. RePEc:eee:soceps:v:92:y:2024:i:c:s003801212400017x.

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2024Assessment and spatial effect of urban agglomeration business environments: A case study of two urban agglomerations in China. (2024). Fan, Yiwei ; Wu, YA ; Jiao, Liudan ; Lu, Hao. In: Socio-Economic Planning Sciences. RePEc:eee:soceps:v:92:y:2024:i:c:s0038012124000260.

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2024Measuring the impact of the EU health emergency response authority on the economic sectors and the public sentiment. (2024). Ahelegbey, Daniel Felix ; Cerchiello, Paola ; Celani, Alessandro. In: Socio-Economic Planning Sciences. RePEc:eee:soceps:v:92:y:2024:i:c:s0038012124000417.

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2024Financial constraints prediction to lead socio-economic development: An application of neural networks to the Italian market. (2024). Ippoliti, Roberto ; Falavigna, G ; Calabrese, G G. In: Socio-Economic Planning Sciences. RePEc:eee:soceps:v:95:y:2024:i:c:s0038012124001721.

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2024Sample selection bias in non-traditional lending: A copula-based approach for imbalanced data. (2024). Zanin, Luca ; Osmetti, Silvia Angela ; Calabrese, Raffaella. In: Socio-Economic Planning Sciences. RePEc:eee:soceps:v:95:y:2024:i:c:s0038012124002441.

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2024An emoji feature-incorporated multi-view deep learning for explainable sentiment classification of social media reviews. (2024). Chang, Victor ; Xu, Qianwen Ariel ; Jayne, Chrisina. In: Technological Forecasting and Social Change. RePEc:eee:tefoso:v:202:y:2024:i:c:s0040162524001227.

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2024Who gets the money? A qualitative analysis of fintech lending and credit scoring through the adoption of AI and alternative data. (2024). Mestwerdt, Sonke ; Tschirner, Sebastian ; Mauer, Rene ; Tigges, Maximilian. In: Technological Forecasting and Social Change. RePEc:eee:tefoso:v:205:y:2024:i:c:s0040162524002877.

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2025Spillovers Between Euronext Stock Indices: The COVID-19 Effect. (2025). Pereira, Cludia ; Lopes, Cristina ; Gomes, Lus ; Carneiro, Luana. In: IJFS. RePEc:gam:jijfss:v:13:y:2025:i:2:p:66-:d:1634995.

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2024Risk Analysis of Conglomerates with Debt and Equity Links. (2024). Roman, Rodrigo ; Cifuentes, Arturo. In: JRFM. RePEc:gam:jjrfmx:v:17:y:2024:i:9:p:426-:d:1483705.

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2025Business Distress Prediction in Albania: An Analysis of Classification Methods. (2025). Prendi, Xhorxhina ; Zibri, Arben ; Gjei, Ardit ; Dhamo, Zhaklina. In: JRFM. RePEc:gam:jjrfmx:v:18:y:2025:i:3:p:118-:d:1598107.

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2024Designing an Intelligent Scoring System for Crediting Manufacturers and Importers of Goods in Industry 4.0. (2024). Kabievna, Uskenbayeva Raissa ; Ryskhan, Satybaldiyeva ; Ali, Mohsin ; Zhuldyz, Kalpeyeva ; Yoo, Joon ; Kassymova, Aizhan ; Moldagulova, Aiman ; Razaque, Abdul. In: Logistics. RePEc:gam:jlogis:v:8:y:2024:i:1:p:33-:d:1360081.

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2024A Marginal Maximum Likelihood Approach for Hierarchical Simultaneous Autoregressive Models with Missing Data. (2024). Suesse, Thomas ; Gunawan, David ; Wijayawardhana, Anjana. In: Mathematics. RePEc:gam:jmathe:v:12:y:2024:i:23:p:3870-:d:1539921.

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2024Enhanced Genetic-Algorithm-Driven Triple Barrier Labeling Method and Machine Learning Approach for Pair Trading Strategy in Cryptocurrency Markets. (2024). Kim, Suntae ; Fu, Ning ; Kang, Mingu ; Hong, Joongi. In: Mathematics. RePEc:gam:jmathe:v:12:y:2024:i:5:p:780-:d:1352114.

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2024Beyond Boundaries: The AHP-DEA Model for Holistic Cross-Banking Operational Risk Assessment. (2024). Hong, Yuan ; Qu, Shaojian. In: Mathematics. RePEc:gam:jmathe:v:12:y:2024:i:7:p:968-:d:1363319.

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2024News Sentiment and Liquidity Risk Forecasting: Insights from Iranian Banks. (2024). Mirashk, Hamed ; Albadvi, Amir ; Kargari, Mehrdad ; Rastegar, Mohammad Ali. In: Risks. RePEc:gam:jrisks:v:12:y:2024:i:11:p:171-:d:1509771.

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2025Configurational Pathways for Fintech-Empowered Sustainable Innovation in SRDIEs Under Financing Constraints. (2025). Wu, Junlin ; Ji, Fang ; Li, Yiran. In: Sustainability. RePEc:gam:jsusta:v:17:y:2025:i:6:p:2397-:d:1608479.

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2024Modeling the Paths of China’s Systemic Financial Risk Contagion: A Ripple Network Perspective Analysis. (2024). Xu, Fuwei. In: Computational Economics. RePEc:kap:compec:v:63:y:2024:i:1:d:10.1007_s10614-022-10329-4.

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2024Understanding Dividend Puzzle Using Machine Learning. (2024). Ivacu, Codru-Florin. In: Computational Economics. RePEc:kap:compec:v:64:y:2024:i:1:d:10.1007_s10614-023-10439-7.

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2024Systematic Research on Multi-dimensional and Multiple Correlation Contagion Networks of Extreme Risk in China’s Banking Industry. (2024). Song, Yuping ; Wang, Zhouwei ; Zhao, Qicheng. In: Computational Economics. RePEc:kap:compec:v:64:y:2024:i:2:d:10.1007_s10614-023-10474-4.

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2024Performance Assessment of Logistic Regression (LR), Artificial Neural Network (ANN), Fuzzy Inference System (FIS) and Adaptive Neuro-Fuzzy System (ANFIS) in Predicting Default Probability: The Case of a Tunisian Islamic Bank. (2024). Bougatef, Khemaies ; Ayed, Nadia. In: Computational Economics. RePEc:kap:compec:v:64:y:2024:i:3:d:10.1007_s10614-023-10496-y.

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2024A Machine Learning-Based Analysis on the Causality of Financial Stress in Banking Institutions. (2024). Gartner, Ivan Ricardo ; Peng, Yaohao ; Castro, Daniel Tavares ; Moraes, Joao Gabriel. In: Computational Economics. RePEc:kap:compec:v:64:y:2024:i:3:d:10.1007_s10614-023-10514-z.

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2024Combining Feature Selection and Classification Using LASSO-Based MCO Classifier for Credit Risk Evaluation. (2024). Pan, Hui ; Li, Lingyun ; Zhang, Zhiwang. In: Computational Economics. RePEc:kap:compec:v:64:y:2024:i:5:d:10.1007_s10614-023-10535-8.

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2025Explaining Exchange Rate Forecasts with Macroeconomic Fundamentals Using Interpretive Machine Learning. (2025). Basar, Ayse ; M. I. M. Wahab, ; Cevik, Mucahit ; Neghab, Davood Pirayesh. In: Computational Economics. RePEc:kap:compec:v:65:y:2025:i:4:d:10.1007_s10614-024-10617-1.

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2025Cryptocurrency Exchanges and Traditional Markets: A Multi-algorithm Liquidity Comparison Using Multi-criteria Decision Analysis. (2025). Sharma, Rakesh Kumar ; Tripathi, Bhaskar. In: Computational Economics. RePEc:kap:compec:v:65:y:2025:i:5:d:10.1007_s10614-024-10655-9.

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2024Can we trust machine learning to predict the credit risk of small businesses?. (2024). Tarantino, Barbara ; Tanda, Alessandra ; Filomeni, Stefano ; Cerchiello, Paola ; Bitetto, Alessandro. In: Review of Quantitative Finance and Accounting. RePEc:kap:rqfnac:v:63:y:2024:i:3:d:10.1007_s11156-024-01278-0.

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2024Energy Price Inflation, Geopolitical Risk, and Bitcoin Dependence Structure: Evidence from BRICS. (2024). Lau, Chi Keung ; Zhang, Dongna ; Soliman, Alaa M. In: Emerging Markets Finance and Trade. RePEc:mes:emfitr:v:60:y:2024:i:12:p:2631-2645.

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2025The effect of corporate risk management on cyber risk mitigation: Evidence from the insurance industry. (2025). Yun, Jiyeon ; Kim, Chanjin ; Jung, Kwangmin. In: The Geneva Papers on Risk and Insurance - Issues and Practice. RePEc:pal:gpprii:v:50:y:2025:i:2:d:10.1057_s41288-024-00326-z.

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2024Seismic shocks and financial systems: a topological perspective on Borsa Istanbul after the earthquake. (2024). Nichita, Anca ; Akgller, Mer ; Balci, Mehmet Ali ; Batrancea, Larissa M ; Rus, Mircea-Iosif. In: Palgrave Communications. RePEc:pal:palcom:v:11:y:2024:i:1:d:10.1057_s41599-024-04115-w.

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2024A systematic literature review of risks in Islamic banking system: research agenda and future research directions. (2024). Hassan, M. Kabir ; Choudhury, Tonmoy ; Islam, Md Nurul ; Rashid, Mamunur. In: Risk Management. RePEc:pal:risman:v:26:y:2024:i:1:d:10.1057_s41283-023-00135-z.

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2024A novel framework for enhancing transparency in credit scoring: Leveraging Shapley values for interpretable credit scorecards. (2024). Mongwe, Wilson ; Ramabao, Kutlwano ; Hlongwane, Rivalani. In: PLOS ONE. RePEc:plo:pone00:0308718.

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2024Measuring cryptocurrency moment convergence using distance analysis. (2024). Dao, Thong ; Su, Haozhe ; Cheah, Jeremy Eng-Tuck. In: Annals of Operations Research. RePEc:spr:annopr:v:332:y:2024:i:1:d:10.1007_s10479-023-05573-2.

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2024The great crypto crash in September 2018: why did the cryptocurrency market collapse?. (2024). Manahov, Viktor. In: Annals of Operations Research. RePEc:spr:annopr:v:332:y:2024:i:1:d:10.1007_s10479-023-05575-0.

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2024Cryptocurrency market microstructure: a systematic literature review. (2024). Gonçalves, Tiago ; Almeida, Jos ; Gonalves, Tiago Cruz. In: Annals of Operations Research. RePEc:spr:annopr:v:332:y:2024:i:1:d:10.1007_s10479-023-05627-5.

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2024The nexus between black and digital gold: evidence from US markets. (2024). Shahbaz, Muhammad ; Nasir, Muhammad Ali ; Duc, Toan Luu ; Anh, Ngoc Quang ; Ahmed, Rizwan. In: Annals of Operations Research. RePEc:spr:annopr:v:334:y:2024:i:1:d:10.1007_s10479-021-04192-z.

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2024Interconnectedness of cryptocurrency markets: an intraday analysis of volatility spillovers based on realized volatility decomposition. (2024). Louhichi, Wael ; Ftiti, Zied ; ben Ameur, Hachmi. In: Annals of Operations Research. RePEc:spr:annopr:v:341:y:2024:i:2:d:10.1007_s10479-023-05757-w.

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2025A Two-Stage Analysis of Interaction Between Stock and Exchange Rate Markets: Evidence from Turkey. (2025). Faisal, Muhammad Ali ; Donduran, Murat. In: Annals of Data Science. RePEc:spr:aodasc:v:12:y:2025:i:1:d:10.1007_s40745-024-00547-y.

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2024Bootstrapping binary GEV regressions for imbalanced datasets. (2024). Rocca, Michele ; Niglio, Marcella ; Restaino, Marialuisa. In: Computational Statistics. RePEc:spr:compst:v:39:y:2024:i:1:d:10.1007_s00180-023-01330-y.

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2024Improving credit risk assessment in P2P lending with explainable machine learning survival analysis. (2024). Bone-Winkel, Gero Friedrich ; Reichenbach, Felix. In: Digital Finance. RePEc:spr:digfin:v:6:y:2024:i:3:d:10.1007_s42521-024-00114-3.

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2024Intraday spillovers in high-order moments among main cryptocurrency markets: the role of uncertainty indexes. (2024). Kang, Sang Hoon ; Ko, Hee-Un ; Kumar, Anoop S ; Mensi, Walid. In: Eurasian Economic Review. RePEc:spr:eurase:v:14:y:2024:i:2:d:10.1007_s40822-024-00263-1.

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2024Heterogeneity in the volatility spillover of cryptocurrencies and exchanges. (2024). Wu, Meiyu ; Wang, LI ; Yang, Haijun. In: Financial Innovation. RePEc:spr:fininn:v:10:y:2024:i:1:d:10.1186_s40854-023-00585-0.

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2024The use of high-frequency data in cryptocurrency research: a meta-review of literature with bibliometric analysis. (2024). Yarovaya, Larisa ; Shahzad, Syed Jawad Hussain ; Anas, Muhammad. In: Financial Innovation. RePEc:spr:fininn:v:10:y:2024:i:1:d:10.1186_s40854-023-00595-y.

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2024Volatility contagion between cryptocurrencies, gold and stock markets pre-and-during COVID-19: evidence using DCC-GARCH and cascade-correlation network. (2024). Alasker, Thamir H ; Elamer, Ahmed A ; Ibrahim, Bassam A ; Mohamed, Marwa A ; Abdou, Hussein A. In: Financial Innovation. RePEc:spr:fininn:v:10:y:2024:i:1:d:10.1186_s40854-023-00605-z.

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2024Estimation of default and pricing for invoice trading (P2B) on crowdlending platforms. (2024). Santomil, Pablo Durn ; Otero, Luis Alberto ; Corrales, Cristian Marques. In: Financial Innovation. RePEc:spr:fininn:v:10:y:2024:i:1:d:10.1186_s40854-024-00632-4.

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2024When you need them, they are not there: hedge capacities of cryptocurrencies disappear in downtrend markets. (2024). Bossman, Ahmed ; Gubareva, Mariya ; Vo, Xuan Vinh ; Agyei, Samuel Kwaku. In: Financial Innovation. RePEc:spr:fininn:v:10:y:2024:i:1:d:10.1186_s40854-024-00638-y.

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2025Resilience vs. survival: same song, new melody?. (2025). Schtz, Enrico. In: Future Business Journal. RePEc:spr:futbus:v:11:y:2025:i:1:d:10.1186_s43093-025-00427-8.

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2024Integrating structure time series forecasting and multicriteria decision analysis for adaptive operational risk assessment: an empirical study using real-time data. (2024). Bang, Knut Erik ; Abrahamsen, Eirik Bjorheim ; Selvik, Jon Tmmers ; Peng, Guicang ; Markeset, Tore. In: International Journal of System Assurance Engineering and Management. RePEc:spr:ijsaem:v:15:y:2024:i:7:d:10.1007_s13198-024-02322-x.

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2025On the information content of explainable artificial intelligence for quantitative approaches in finance. (2025). Berger, Theo. In: OR Spectrum: Quantitative Approaches in Management. RePEc:spr:orspec:v:47:y:2025:i:1:d:10.1007_s00291-024-00769-9.

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2024Examining the research taxonomy of artificial intelligence, deep learning & machine learning in the financial sphere—a bibliometric analysis. (2024). Thasneem, J ; Thomas, Ann Susan ; Vijayappan, Ajitha Kumari. In: Quality & Quantity: International Journal of Methodology. RePEc:spr:qualqt:v:58:y:2024:i:1:d:10.1007_s11135-023-01673-0.

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2024Financial networks of cryptocurrency prices in time-frequency domains. (2024). Fam, Angelo ; Pagnottoni, Paolo ; Kim, Jong-Min. In: Quality & Quantity: International Journal of Methodology. RePEc:spr:qualqt:v:58:y:2024:i:2:d:10.1007_s11135-023-01704-w.

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2024An empirical comparison of correlation-based systemic risk measures. (2024). Uberti, Pierpaolo ; Pastorino, Caterina. In: Quality & Quantity: International Journal of Methodology. RePEc:spr:qualqt:v:58:y:2024:i:3:d:10.1007_s11135-023-01746-0.

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2025Employee turnover in multinational corporations: a supervised machine learning approach. (2025). Veglio, Valerio ; Pedersen, Torben ; Romanello, Rubina. In: Review of Managerial Science. RePEc:spr:rvmgts:v:19:y:2025:i:3:d:10.1007_s11846-024-00769-7.

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More than 100 citations found, this list is not complete...

Works by Paolo Giudici:


YearTitleTypeCited
2018P2P lending scoring models: Do they predict default? In: Journal of Digital Banking.
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2019Measuring contagion risk in international banking.(2019) In: Journal of Financial Stability.
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2023Operational and Cyber Risks in the Financial Sector.(2023) In: International Journal of Central Banking.
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2020The drivers of cyber risk In: BIS Working Papers.
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2022The drivers of cyber risk.(2022) In: Journal of Financial Stability.
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2000Likelihood-Ratio Tests for Hidden Markov Models In: Biometrics.
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2003Efficient construction of reversible jump Markov chain Monte Carlo proposal distributions In: Journal of the Royal Statistical Society Series B.
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2003Discussion on the paper by Brooks, Giudici and Roberts In: Journal of the Royal Statistical Society Series B.
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2002Data mining of association structures to model consumer behaviour In: Computational Statistics & Data Analysis.
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2008A Bayesian approach to estimate the marginal loss distributions in operational risk management In: Computational Statistics & Data Analysis.
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2020Tree networks to assess financial contagion In: Economic Modelling.
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2019What determines bitcoin exchange prices? A network VAR approach In: Finance Research Letters.
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2023SAFE Artificial Intelligence in finance In: Finance Research Letters.
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2017Heterogeneous market structure and systemic risk: Evidence from dual banking systems In: Journal of Financial Stability.
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2017Heterogeneous Market Structure and Systemic Risk: Evidence from Dual Banking Systems.(2017) In: DEM Working Papers Series.
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2004Statistical models for operational risk management In: Physica A: Statistical Mechanics and its Applications.
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2007Bayesian Networks for enterprise risk assessment In: Physica A: Statistical Mechanics and its Applications.
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2019Latent factor models for credit scoring in P2P systems In: Physica A: Statistical Mechanics and its Applications.
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2018Latent Factor Models for Credit Scoring in P2P Systems.(2018) In: MPRA Paper.
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2011On the Gini measure decomposition In: Statistics & Probability Letters.
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2012On the distribution of functionals of discrete ordinal variables In: Statistics & Probability Letters.
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2024Multidimensional Inequality Metrics for Sustainable Business Development In: Mathematics.
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2023Credit Scoring for Peer-to-Peer Lending In: Risks.
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2020Tail Risk Transmission: A Study of the Iran Food Industry In: Risks.
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2015Scorecard models for operations management In: International Journal of Data Science.
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2011Statistical merging of rating models In: Journal of the Operational Research Society.
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2015Estimating bank default with generalised extreme value regression models In: Journal of the Operational Research Society.
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2017Measuring bank contagion in Europe using binary spatial regression models In: Journal of the Operational Research Society.
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2014Measuring Bank Contagion in Europe Using Binary Spatial Regression Models.(2014) In: DEM Working Papers Series.
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2013Bayesian Credit Ratings (new version) In: DEM Working Papers Series.
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2013Measuring risk with ordinal variables In: DEM Working Papers Series.
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2013Estimating bank default with generalised extreme value models In: DEM Working Papers Series.
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2013H Index: A Statistical Proposal In: DEM Working Papers Series.
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2014How to measure the quality of financial tweets In: DEM Working Papers Series.
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2014Financial big data analysis for the estimation of systemic risks In: DEM Working Papers Series.
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2014Conditional graphical models for systemic risk measurement In: DEM Working Papers Series.
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2015A Bayesian h-index: how to measure research impact In: DEM Working Papers Series.
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2015Systemic risk of Islamic Banks In: DEM Working Papers Series.
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2013Bayesian operational risk models In: DEM Working Papers Series.
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2013Graphical network models for international financial flows In: DEM Working Papers Series.
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2016Graphical Network Models for International Financial Flows.(2016) In: Journal of Business & Economic Statistics.
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2015Monetary transmission models for bank interest rates In: DEM Working Papers Series.
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2015Modeling Systemic Risk with Correlated Stochastic Processes In: DEM Working Papers Series.
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2016CoRisk: measuring systemic risk through default probability contagion In: DEM Working Papers Series.
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2016Big data models of bank risk contagion In: DEM Working Papers Series.
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2016The multivariate nature of systemic risk: direct and common exposures In: DEM Working Papers Series.
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2016Bail in or Bail out? The Atlante example from a systemic risk perspective In: DEM Working Papers Series.
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2020A rank graduation accuracy measure In: DEM Working Papers Series.
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2020Market Risk, Connectedness and Turbulence: A Comparison of 21st Century Financial Crises In: DEM Working Papers Series.
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2019Factorial Network Models To Improve P2P Credit Risk Management In: MPRA Paper.
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2018Trade Networks and Economic Fluctuations in Asia In: ADBI Working Papers.
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NetMES: a network based marginal expected shortfall measure In: Journal of Network Theory in Finance.
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Scoring models for roboadvisory platforms: a network approach In: Journal of Network Theory in Finance.
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2025RGA: a unified measure of predictive accuracy In: Advances in Data Analysis and Classification.
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2012Non parametric statistical models for on-line text classification In: Advances in Data Analysis and Classification.
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2021Cyber risk ordering with rank-based statistical models In: AStA Advances in Statistical Analysis.
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2021Crypto price discovery through correlation networks In: Annals of Operations Research.
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2022Network models to improve robot advisory portfolios In: Annals of Operations Research.
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2023The impact of the SARS-CoV-2 pandemic on financial markets: a seismologic approach In: Annals of Operations Research.
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2020COVID-19 contagion and digital finance In: Digital Finance.
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2020Lorenz Model Selection In: Journal of Classification.
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2009Modelling Operational Risk Losses with Graphical Models and Copula Functions In: Methodology and Computing in Applied Probability.
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2009Editorial In: Methodology and Computing in Applied Probability.
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2001Bayesian inference for graphical factor analysis models In: Psychometrika.
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2017Categorical network models for systemic risk measurement In: Quality & Quantity: International Journal of Methodology.
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2014On a statistical h index In: Scientometrics.
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2004Markov Chain Monte Carlo model selection for DAG models In: Statistical Methods & Applications.
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2009Statistical models for e-learning data In: Statistical Methods & Applications.
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2020Cyber risk measurement with ordinal data In: Statistical Methods & Applications.
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2021Financial contagion through space-time point processes In: Statistical Methods & Applications.
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1998Markov chain Monte Carlo methods for probabilistic network model determination In: Statistical Methods & Applications.
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1999Monte Carlo methods for nonparametric survival model determination In: Statistical Methods & Applications.
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2011Paolo Giudici and Silvia Figini: Applied data mining for business and industry (Second Edition) In: Statistical Papers.
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1998Nonparametric estimation of survival functions by means of partial exchangeability structures In: TEST: An Official Journal of the Spanish Society of Statistics and Operations Research.
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2010A threshold based approach to merge data in financial risk management In: Journal of Applied Statistics.
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2017Credit risk assessment with Bayesian model averaging In: Communications in Statistics - Theory and Methods.
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2017Sovereign risk in the Euro area: a multivariate stochastic process approach In: Quantitative Finance.
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2014Hierarchical Graphical Models, With Application to Systemic Risk In: Working Papers.
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2001Editorial In: Applied Stochastic Models in Business and Industry.
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2020Vector error correction models to measure connectedness of Bitcoin exchange markets In: Applied Stochastic Models in Business and Industry.
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2023How to combine ESG scores? A proposal based on credit rating prediction In: Corporate Social Responsibility and Environmental Management.
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