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DSMM@SIGMOD
2016
2020
2016
2020
Keyphrases
Publications
2020
Proceedings of the Sixth International Workshop on Data Science for Macro-Modeling, DSMM 2020, In conjunction with the ACM SIGMOD/PODS Conference, Portland, OR, USA, June 14, 2020.
DSMM@SIGMOD
(2020)
Giuseppe Attanasio
,
Luca Cagliero
,
Elena Baralis
Leveraging the explainability of associative classifiers to support quantitative stock trading.
DSMM@SIGMOD
(2020)
Domenico Lembo
,
Yunyao Li
,
Lucian Popa
,
Federico Maria Scafoglieri
Ontology mediated information extraction in financial domain with Mastro System-T.
DSMM@SIGMOD
(2020)
Jacopo Fior
,
Luca Cagliero
,
Paolo Garza
Price series cross-correlation analysis to enhance the diversification of itemset-based stock portfolios.
DSMM@SIGMOD
(2020)
2019
Proceedings of the 5th Workshop on Data Science for Macro-modeling with Financial and Economic Datasets, DSMM@SIGMOD 2019, Amsterdam, The Netherlands, June 30, 2019
DSMM@SIGMOD
(2019)
Chi-Hung Chen
Shipment Supplier Inference Using Topic Modeling.
DSMM@SIGMOD
(2019)
Qingchen Wang
Nearest Neighbor Search for Unsupervised Entity Linkage.
DSMM@SIGMOD
(2019)
Liju Fan
,
Mark D. Flood
,
John Grant
Measuring Inconsistency in Bank Holding Company Data.
DSMM@SIGMOD
(2019)
Yuan Cheng
,
Shawn Mankad
An Online Semi-NMF Algorithm for Soft-Clustering of Financial Institutions.
DSMM@SIGMOD
(2019)
Yixiang Yao
,
Pedro A. Szekely
,
Jay Pujara
Extensible and Scalable Entity Resolution for Financial Datasets Using RLTK.
DSMM@SIGMOD
(2019)
Giuseppe Attanasio
,
Luca Cagliero
,
Paolo Garza
,
Elena Baralis
Quantitative cryptocurrency trading: exploring the use of machine learning techniques.
DSMM@SIGMOD
(2019)
Kun Qian
,
Douglas Burdick
,
Sairam Gurajada
,
Lucian Popa
Learning Explainable Entity Resolution Algorithms for Small Business Data using SystemER.
DSMM@SIGMOD
(2019)
Chi-Hung Chen
,
Louiqa Raschid
,
Jinming Xue
Understanding Trading Interactions and Behavior in Over-the-Counter Markets.
DSMM@SIGMOD
(2019)
Davide Azzalini
,
Fabio Azzalini
,
Mirjana Mazuran
,
Letizia Tanca
Tracking the Evolution of Financial Time Series Clusters.
DSMM@SIGMOD
(2019)
César de Pablo-Sánchez
,
Elena T. Herruzo
About the possibility of recovering a trade network from Bill of Lading data.
DSMM@SIGMOD
(2019)
Louiqa Raschid
,
Douglas Burdick
,
Cesar de Pablo
,
Mark D. Flood
,
John Grant
,
Joe Langsam
,
Jay Pujara
,
Elena Tomas
,
Ian Soboroff
Financial Entity Identification and Information Integration (FEIII) 2019 Challenge: The Report of the Organizing Committee.
DSMM@SIGMOD
(2019)
Andrea Maurino
,
Anisa Rula
,
Bjørn Marius von Zernichow
,
Mauricio Soto Gomez
,
Brian Elvesæter
,
Dumitru Roman
Modelling and Linking Company Data in the euBusinessGraph Platform.
DSMM@SIGMOD
(2019)
2018
Michael Loster
,
Tim Repke
,
Ralf Krestel
,
Felix Naumann
,
Jan Ehmueller
,
Benjamin Feldmann
,
Oliver Maspfuhl
The Challenges of Creating, Maintaining and Exploring Graphs of Financial Entities.
DSMM@SIGMOD
(2018)
Jay Pujara
Hybrid Link Prediction for Competitor Relationships.
DSMM@SIGMOD
(2018)
Vipula Rawte
,
Aparna Gupta
,
Mohammed J. Zaki
Analysis of year-over-year changes in Risk Factors Disclosure in 10-K filings.
DSMM@SIGMOD
(2018)
César de Pablo-Sánchez
,
Elena T. Herruzo
,
Alberto Rubio
Predicting competitor links in company networks.
DSMM@SIGMOD
(2018)
Margrét V. Bjarnadóttir
,
Aaron Hunt
,
Louiqa Raschid
Choosing Models to Explore Financial Supply Chain Relationships.
DSMM@SIGMOD
(2018)
Lasantha Fernando
,
Aparna Surendra
,
Sriganesh Lokanathan
,
Thavisha Gomez
Predicting population-level socio-economic characteristics using Call Detail Records (CDRs) in Sri Lanka.
DSMM@SIGMOD
(2018)
Min Li
,
Douglas Burdick
,
Rajasekar Krishnamurthy
,
Lucian Popa
Defining and Capturing the Competitor Relationship across Financial Datasets.
DSMM@SIGMOD
(2018)
Rahul Gupta
,
Jay Pujara
,
Craig A. Knoblock
,
Shushyam M. Sharanappa
,
Bharat Pulavarti
,
Gerard Hoberg
,
Gordon Phillips
Feature Selection Methods For Understanding Business Competitor Relationships.
DSMM@SIGMOD
(2018)
Proceedings of the Fourth International Workshop on Data Science for Macro-Modeling with Financial and Economic Datasets, DSMM@SIGMOD 2019, Houston, TX, USA, June 15, 2018
DSMM@SIGMOD
(2018)
Hoyeop Lee
,
Jongseon Park
,
Hyungjun Kim
,
Hyunsouk Cho
,
Geonsoo Kim
PREFER: PREdiction Model for Financial Entity Relation.
DSMM@SIGMOD
(2018)
Kara Karpman
,
Sumanta Basu
Learning Financial Networks using Quantile Granger Causality.
DSMM@SIGMOD
(2018)
Roee Shraga
,
Avigdor Gal
Community Detection in Financial Entities: An Extended Abstract.
DSMM@SIGMOD
(2018)
Louiqa Raschid
,
Douglas Burdick
,
John Grant
,
Joe Langsam
,
Jay Pujara
,
Elizabeth Roman
,
Ian Soboroff
,
Mohammed J. Zaki
,
Elena Zotkina
Financial Entity Identification and Information Integration (FEIII) 2018 Challenge: The Report of the Organizing Committee.
DSMM@SIGMOD
(2018)
Liju Fan
,
Mark D. Flood
An Ontology of Ownership and Control Relations for Bank Holding Companies.
DSMM@SIGMOD
(2018)
Vipula Rawte
,
Aparna Gupta
,
Mohammed J. Zaki
Using supervised learning techniques for entity relationships.
DSMM@SIGMOD
(2018)
2017
Chenguang Wang
,
Douglas Burdick
,
Laura Chiticariu
,
Rajasekar Krishnamurthy
,
Yunyao Li
,
Huaiyu Zhu
Towards Re-defining Relation Understanding in Financial Domain.
DSMM@SIGMOD
(2017)
Eric Heiden
,
Gerard Hoberg
,
Craig A. Knoblock
,
Palak Modi
,
Gordon Phillips
,
Gaurangi Raul
,
Pedro A. Szekely
Web Text-based Network Industry Classifications: Preliminary Results.
DSMM@SIGMOD
(2017)
Raymond Bentley Hicks
FactSet: The Advantage of Scored Data.
DSMM@SIGMOD
(2017)
Shawn Mankad
,
Celso Brunetti
,
Jeffrey Harris
Balance Sheet Driven Probability Factorization for Inferring Bank Holdings: Extended Abstract.
DSMM@SIGMOD
(2017)
Louiqa Raschid
,
Zheng Xu
,
Elena Zotkina
Exploring Financial Relationships Using Probabilistic Topic Models (Demonstration Paper).
DSMM@SIGMOD
(2017)
Denys Proux
,
Claude Roux
,
Ágnes Sándor
,
Julien Perez
Hybrid Feature Factored System for Scoring Extracted Passage Relevance in Regulatory Filings.
DSMM@SIGMOD
(2017)
Elizabeth Roman
,
Brian Ulicny
,
Yilun Du
,
Srijith Poduval
,
Allan Ko
Thomson Reuters' Submission to the FEIII 2017 Challenge Non-scored Tasks.
DSMM@SIGMOD
(2017)
Jouyon Park
,
Hyunsouk Cho
,
Seung-won Hwang
Understanding Relations using Concepts and Semantics.
DSMM@SIGMOD
(2017)
Rohit Naini
,
Pawan Yadav
Entity relationship ranking using differential keyword-role affinity.
DSMM@SIGMOD
(2017)
Proceedings of the 3rd International Workshop on Data Science for Macro-Modeling with Financial and Economic Datasets, DSMM@SIGMOD 2017, Chicago, IL, USA, May 14, 2017
DSMM@SIGMOD
(2017)
Tim Repke
,
Michael Loster
,
Ralf Krestel
Comparing Features for Ranking Relationships Between Financial Entities based on Text.
DSMM@SIGMOD
(2017)
Louiqa Raschid
,
Joe Langsam
,
Tharindu Pieris
,
Anushka Bandara
Tensor Factors to Monitor the Co-Movement of Equity Prices.
DSMM@SIGMOD
(2017)
Jay Pujara
Extracting Knowledge Graphs from Financial Filings: Extended Abstract.
DSMM@SIGMOD
(2017)
Louiqa Raschid
,
Douglas Burdick
,
Mark D. Flood
,
John Grant
,
Joe Langsam
,
Ian Soboroff
Financial Entity Identification and Information Integration (FEIII) 2017 Challenge: The Report of the Organizing Committee.
DSMM@SIGMOD
(2017)
Mayank Kejriwal
Predicting Role Relevance with Minimal Domain Expertise in a Financial Domain.
DSMM@SIGMOD
(2017)
Elizabeth Roman
,
Brian Ulicny
,
Yilun Du
,
Srijith Poduval
,
Allan Ko
Thomson Reuters' Solution for Triple Ranking in the FEIII 2017 Challenge.
DSMM@SIGMOD
(2017)
2016
Enrico Palumbo
,
Giuseppe Rizzo
,
Raphaël Troncy
An Ensemble Approach to Financial Entity Matching for the FEIII 2016 Challenge.
DSMM@SIGMOD
(2016)
Mayank Kejriwal
,
Daniel P. Miranker
Local, Domain-independent Heuristics for the FEIII Challenge: Lessons and Observations.
DSMM@SIGMOD
(2016)