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ORCIDInternational Journal of Data Science and Analytics, Volume 8
Volume 8, Number 1, July 2019
- Trisha Lawrence
, Patrick Hosein:
Stochastic dynamic programming heuristics for influence maximization-revenue optimization. 1-14 - Seyedeh Fatemeh Razavi, Hedieh Sajedi:
SVSA: a Semi-Vortex Search Algorithm for solving optimization problems. 15-32 - Eric V. Strobl:
A constraint-based algorithm for causal discovery with cycles, latent variables and selection bias. 33-56 - Shan-Yun Teng, Cheng-Kuan Ou, Kun-Ta Chuang:
On the discovery of spatial-temporal fluctuating patterns. 57-75 - Pengfei Xu, Shuchu Han, Hao Huang, Hong Qin:
Redundant features removal for unsupervised spectral feature selection algorithms: an empirical study based on nonparametric sparse feature graph. 77-93 - Girish Keshav Palshikar, Manoj Apte, Sachin Pawar, Nitin Ramrakhiyani:
HiSPEED: a system for mining performance appraisal data and text. 95-111
Volume 8, Number 2, September 2019
- Dimitra Pappa, Lampros K. Stergioulas:
Harnessing social media data for pharmacovigilance: a review of current state of the art, challenges and future directions. 113-135 - Shigeru Maya, Ken Ueno, Takeichiro Nishikawa:
dLSTM: a new approach for anomaly detection using deep learning with delayed prediction. 137-164 - Claudio Hartmann, Franziska Ressel, Martin Hahmann, Dirk Habich, Wolfgang Lehner:
CSAR: the cross-sectional autoregression model for short and long-range forecasting. 165-181 - Linchuan Xu, Xiaokai Wei, Jiannong Cao, Philip S. Yu:
Multi-task network embedding. 183-198 - Amar Budhiraja, Akhil Ralla, P. Krishna Reddy:
Coverage pattern based framework to improve search engine advertising. 199-211 - David D. Pokrajac, Poopalasingam Sivakumar, Yuriy Markushin, Daniela M. Milovic, Gary Holness, Jinjie Liu, Noureddine Melikechi, Mukti Rana:
Modeling of laser-induced breakdown spectroscopic data analysis by an automatic classifier. 213-220
Volume 8, Number 3, October 2019
- Jesse Read, Albert Bifet, Wei Fan, Qiang Yang, Philip S. Yu:
Introduction to the special issue on Big Data, IoT Streams and Heterogeneous Source Mining. 221-222 - Marwan Hassani, Daniel Töws, Alfredo Cuzzocrea, Thomas Seidl:
BFSPMiner: an effective and efficient batch-free algorithm for mining sequential patterns over data streams. 223-239 - Roberto Camacho Barranco, Arnold P. Boedihardjo, Mahmud Shahriar Hossain:
Analyzing evolving stories in news articles. 241-256 - Dean Teffer, Ravi Srinivasan, Joydeep Ghosh:
AdaHash: hashing-based scalable, adaptive hierarchical clustering of streaming data on Mapreduce frameworks. 257-267 - Sebastiaan J. van Zelst, Alfredo Bolt, Marwan Hassani, Boudewijn F. van Dongen, Wil M. P. van der Aalst:
Online conformance checking: relating event streams to process models using prefix-alignments. 269-284 - Saisai Ma, Lin Liu, Jiuyong Li, Thuc Duy Le:
Data-driven discovery of causal interactions. 285-297 - Sandeep Kumar E, Viswanath Talasila, Naphtali Rishe, T. V. Suresh Kumar, S. S. Iyengar:
Location identification for real estate investment using data analytics. 299-323
Volume 8, Number 4, November 2019
- Alejandro Rodríguez González, Athena Vakali, Miguel Angel Mayer, Takashi Okumura, Ernestina Menasalvas Ruiz, Myra Spiliopoulou:
Introduction to the special issue on social data analytics in medicine and healthcare. 325-326 - Rüdiger Pryss, Thomas Probst, Winfried Schlee, Johannes Schobel, Berthold Langguth, Patrick Neff, Myra Spiliopoulou, Manfred Reichert:
Prospective crowdsensing versus retrospective ratings of tinnitus variability and tinnitus-stress associations based on the TrackYourTinnitus mobile platform. 327-338 - Daniela Ferreira Santos, Pedro Pereira Rodrigues:
A clinical risk matrix for obstructive sleep apnea using Bayesian network approaches. 339-349 - Daniela Ferreira Santos, Pedro Pereira Rodrigues:
Correction to: A clinical risk matrix for obstructive sleep apnea using Bayesian network approaches. 351 - Rana Alnashwan, Humphrey Sorensen, Adrian O'Riordan, Cathal Hoare:
Accurate classification of socially generated medical discourse. 353-365 - Mehrdad Farajtabar, Emre Kiciman, Girish Nathan, Ryen W. White:
Modeling behaviors and lifestyle with online and social data for predicting and analyzing sleep and exercise quality. 367-383 - Nouf Albarakati, Zoran Obradovic:
Multi-domain and multi-view networks model for clustering hospital admissions from the emergency department. 385-403
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