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Results
Found 248 publication records. Showing 248 according to the selection in the facets
| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Jiahao Chen 0001, Manuela Veloso |
Paying down metadata debt: learning the representation of concepts using topic models.  |
ICAIF  |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Joana Lorenz, Maria Inês Silva, David Aparício, João Tiago Ascensão, Pedro Bizarro |
Machine learning methods to detect money laundering in the bitcoin blockchain in the presence of label scarcity. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Samuel A. Assefa, Danial Dervovic, Mahmoud Mahfouz, Robert E. Tillman, Prashant Reddy, Manuela Veloso |
Generating synthetic data in finance: opportunities, challenges and pitfalls. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Imanol Pérez Arribas, Cristopher Salvi, Lukasz Szpruch |
Sig-SDEs model for quantitative finance. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Renato Arantes de Oliveira, Heitor Soares Ramos Filho, Daniel Hasan Dalip, Adriano César Machado Pereira |
A tabular sarsa-based stock market agent. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Robert E. Tillman, Prashant P. Reddy, Manuela Veloso |
Recommending missing and suspicious links in multiplex financial networks. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Daniel Borrajo, Manuela Veloso, Sameena Shah |
Simulating and classifying behavior in adversarial environments based on action-state traces: an application to money laundering. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Isao Yagi, Mahiro Hoshino, Takanobu Mizuta |
Analysis of the impact of maker-taker fees on the stock market using agent-based simulation. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Adriano S. Koshiyama, Nick Firoozye, Philip C. Treleaven |
Algorithms in future capital markets: a survey on AI, ML and associated algorithms in capital markets. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Svitlana Vyetrenko, David Byrd, Nick Petosa, Mahmoud Mahfouz, Danial Dervovic, Manuela Veloso, Tucker Balch |
Get real: realism metrics for robust limit order book market simulations. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Michäel Karpe, Jin Fang, Zhongyao Ma, Chen Wang |
Multi-agent reinforcement learning in a realistic limit order book market simulation. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Luca Sabbioni, Marcello Restelli, Andrea Prampolini |
Fast direct calibration of interest rate derivatives pricing models. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Yukari Shirota, Kenji Yamaguchi, Akane Murakami, Michiya Morita |
An analysis of political turmoil effects on stock prices: a case study of US-China trade friction. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Christos Kleanthous, Theodoros Christophides, Sotirios Chatzis |
Power-law mixtures of bayesian forests for value added tax audit case selection. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Jie Yuan, Zhu (Drew) Zhang |
Connecting the dots: forecasting and explaining short-term market volatility. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Peter Akioyamen, Yi Zhou Tang, Hussien Hussien |
A hybrid learning approach to detecting regime switches in financial markets. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Enguerrand Horel, Kay Giesecke, Victor Storchan, Naren Chittar |
Explainable clustering and application to wealth management compliance. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Peter A. Chew |
Unsupervised-learning financial reconciliation: a robust, accurate approach inspired by machine translation. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Hongyang Yang, Xiao-Yang Liu, Shan Zhong, Anwar Walid |
Deep reinforcement learning for automated stock trading: an ensemble strategy. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Ghazal Fazelnia, Mark Ibrahim, Ceena Modarres, Kevin Wu, John W. Paisley |
Mixed membership recurrent neural networks for modeling customer purchases. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Hongda Shen, Eren Kurshan |
Deep Q-network-based adaptive alert threshold selection policy for payment fraud systems in retail banking. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Emily Diana, Michael Kearns, Seth Neel, Aaron Roth 0001 |
Optimal, truthful, and private securities lending. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Diego Klabjan, Mark Harmon |
Dynamic prediction length for time series with sequence to sequence network. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Antonia Gogoglou, Brian Nguyen, Alan Salimov, Jonathan B. Rider, C. Bayan Bruss |
Navigating the dynamics of financial embeddings over time. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Naftali Cohen, Tucker Balch, Manuela Veloso |
Trading via image classification. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Tucker Balch (eds.) |
ICAIF '20: The First ACM International Conference on AI in Finance, New York, NY, USA, October 15-16, 2020 |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Jie Yuan, Zhu (Drew) Zhang |
Market volatility prediction based on long- and short-term memory retrieval architectures. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Dhagash Mehta, Dhruv Desai, Jithin Pradeep |
Machine learning fund categorizations. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Yusen Lin, Jinming Xue, Louiqa Raschid |
Predicting the behavior of dealers in over-the-counter corporate bond markets. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Lorenzo Bisi, Pierre Liotet, Luca Sabbioni, Gianmarco Reho, Nico Montali, Marcello Restelli, Cristiana Corno |
Foreign exchange trading: a risk-averse batch reinforcement learning approach. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Eren Kurshan, Hongda Shen, Jiahao Chen 0001 |
Towards self-regulating AI: challenges and opportunities of AI model governance in financial services. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Edoardo Vittori, Michele Trapletti, Marcello Restelli |
Option hedging with risk averse reinforcement learning. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Yulong Pei, Fang Lyu, Werner van Ipenburg, Mykola Pechenizkiy |
Subgraph anomaly detection in financial transaction networks. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Antony Papadimitriou, Urjitkumar Patel, Lisa Kim, Grace Bang, Azadeh Nematzadeh, Xiaomo Liu |
A multi-faceted approach to large scale financial forecasting. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Paul Glasserman, Kriste Krstovski, Paul Laliberte, Harry Mamaysky |
Choosing news topics to explain stock market returns. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Ni Zhan, Yijia Sun, Aman Jakhar, He Liu |
Graphical models for financial time series and portfolio selection. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | David Byrd, Antigoni Polychroniadou |
Differentially private secure multi-party computation for federated learning in financial applications. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhiqiang Ma, Chong Wang, Grace Bang, Xiaomo Liu |
Utilization of deep learning to mine insights from earning calls for stock price movement predictions. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Yu Zheng, Yunpeng Li, Qiuhua Xu, Timothy M. Hospedales, Yongxin Yang |
Index tracking with differentiate asset selection. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Leo de Castro, Jiahao Chen 0001, Antigoni Polychroniadou |
CryptoCredit: securely training fair models. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Qian Chen, Xiao-Yang Liu |
Quantifying ESG alpha using scholar big data: an automated machine learning approach. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Shumin Ma, Cheuk Hang Leung, Qi Wu 0009, Wei Liu 0005, Nanbo Peng |
Understanding distributional ambiguity via non-robust chance constraint. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Hanwei Wu, Ather Gattami, Markus Flierl |
Conditional mutual information-based contrastive loss for financial time series forecasting. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Joshua Lockhart, Samuel Assefa, Ayham Alajdad, Andrew Alexander, Tucker Balch, Manuela Veloso |
SURF: improving classifiers in production by learning from busy and noisy end users. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Marco Schreyer, Timur Sattarov, Anita Gierbl, Bernd Reimer, Damian Borth |
Learning sampling in financial statement audits using vector quantised variational autoencoder neural networks. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Neeti Pokhriyal, Abenezer Dara, Benjamin Valentino, Soroush Vosoughi |
Social media data reveals signal for public consumer perceptions. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Xintong Wang, Christopher Hoang, Michael P. Wellman |
Learning-based trading strategies in the face of market manipulation. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Zheng Gong, Carmine Ventre, John G. O'Hara |
Classifying high-frequency FX rate movements with technical indicators and inception model. |
ICAIF |
2020 |
DBLP DOI BibTeX RDF |
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