Data-driven analysis of Bitcoin properties: exploiting the users graph Damiano Di Francesco MaesaAndrea MarinoLaura Ricci Applications 25 September 2017 Pages: 63 - 80
Visual analytics of high-frequency lake monitoring data Mark P. WachowiakApril L. JamesJames A. Rusak Regular Paper 18 September 2017 Pages: 99 - 110
SPIN: cleaning, monitoring, and querying image streams generated by ground-based telescopes for space situational awareness Keke ChenBharath AvusherlaVincent Schmidt Regular Paper 13 September 2017 Pages: 155 - 167
HierFlat: flattened hierarchies for improving top-down hierarchical classification Azad NaikHuzefa Rangwala Regular Paper 12 September 2017 Pages: 191 - 208
Hiding outliers in high-dimensional data spaces Georg SteinbussKlemens Böhm Regular Paper 12 September 2017 Pages: 173 - 189
A spectral clustering approach for multivariate geostatistical data Francky Fouedjio Regular Paper 07 September 2017 Pages: 301 - 312
Erratum to: \(L^{2}\)-norm transformation for improving k-means clustering Piyush Kumar SharmaGary Holness Erratum 21 August 2017 Pages: 233 - 234
Efficient identification of Tanimoto nearest neighbors David C. AnastasiuGeorge Karypis Regular Paper 02 August 2017 Pages: 153 - 172
Scalable and flexible clustering solutions for mobile phone-based population indicators Alessandro LulliLorenzo GabrielliLaura Ricci Regular Paper 28 July 2017 Pages: 285 - 299
Tell cause from effect: models and evaluation Jing SongSatoshi OyamaMasahito Kurihara Regular Paper 21 July 2017 Pages: 99 - 112
Using data to build a better EM: EM* for big data Hasan KurbanMark JenneMehmet M. Dalkilic Regular Paper 05 July 2017 Pages: 83 - 97
A novel clustering-based method for time series motif discovery under time warping measure Cao Duy TruongDuong Tuan Anh Regular Paper 30 June 2017 Pages: 113 - 126
Cell phone big data to compute mobility scenarios for future smart cities Davide Tosi Regular Paper 28 June 2017 Pages: 265 - 284
Colloquial region discovery for retail products: discovery and application Shashwat MishraVincent LeroySihem Amer-Yahia Regular Paper 01 June 2017 Pages: 17 - 34
Spatio-semantic user profiles in location-based social networks Soha MohamedAlia I. Abdelmoty Regular Paper Open access 20 May 2017 Pages: 127 - 142
Anti-discrimination learning: a causal modeling-based framework Lu ZhangXintao Wu Trends of Data Science 18 May 2017 Pages: 1 - 16
On integrating re-ranking and rank list fusion techniques for image retrieval K. S. ArunV. K. GovindanS. D. Madhu Kumar Regular Paper 17 May 2017 Pages: 53 - 81
Caveats and pitfalls in crowdsourcing research: the case of soccer referee bias Daniel BerrarPhilippe LopesWerner Dubitzky Regular Paper 15 May 2017 Pages: 143 - 151
Improving predictions of pediatric surgical durations with supervised learning Neal MasterZhengyuan ZhouPeter Glynn Regular Paper 15 May 2017 Pages: 35 - 52
\(L^{2}\)-norm transformation for improving k-means clustering Piyush Kumar SharmaGary Holness Regular Paper 29 April 2017 Pages: 247 - 266
Improving the prediction of wind power ramps using texture extraction techniques applied to atmospheric pressure fields Yaqiong LiPetr MusilekEdward Lozowski Regular Paper 07 April 2017 Pages: 237 - 250
Entropy-based time-varying window width selection for nonlinear-type time–frequency analysis Yae-Lin SheuLiang-Yan HsuHau-Tieng Wu Regular Paper 07 April 2017 Pages: 231 - 245
The non-stationary stochastic multi-armed bandit problem Robin AllesiardoRaphaël FéraudOdalric-Ambrym Maillard Regular Paper 30 March 2017 Pages: 267 - 283
The Matsu Wheel: a reanalysis framework for Earth satellite imagery in data commons Maria T. PattersonNikolas AndersonJohn Xia Regular Paper Open access 30 March 2017 Pages: 251 - 264
Guest editorial: special issue on causal discovery Jiuyong LiKun ZhangLin Liu Editorial 17 March 2017 Pages: 79 - 80
Collaborative filtering-based recommender systems by effective trust Vahid FaridaniMehrdad JalaliMajid Vafaei Jahan Regular Paper 15 March 2017 Pages: 297 - 307
Retraction Note to: A survey on human–computer interaction technologies and techniques Haitham BadiMohammed FadhelMohamed Jasem Retraction Note 13 March 2017 Pages: 149 - 149
Fading histograms in detecting distribution and concept changes Raquel SebastiãoJoão GamaTeresa Mendonça Regular Paper 23 February 2017 Pages: 183 - 212
Online detection of continuous changes in stochastic processes Kohei MiyaguchiKenji Yamanishi Regular Paper Open access 21 February 2017 Pages: 213 - 229
Meta-path-based link prediction in schema-rich heterogeneous information network Xiaohuan CaoYuyan ZhengBin Wu Regular Paper 17 February 2017 Pages: 285 - 296
Resampling strategies for imbalanced time series forecasting Nuno MonizPaula BrancoLuÃs Torgo Regular Paper 16 February 2017 Pages: 161 - 181
Active zero-shot learning: a novel approach to extreme multi-labeled classification Sihong XiePhilip S. Yu Trends of Data Science 11 February 2017 Pages: 151 - 160
Exposing the probabilistic causal structure of discrimination Francesco BonchiSara HajianDaniele Ramazzotti Regular Paper 23 January 2017 Pages: 1 - 21
Describing environmental phenomena variation using entropy theory M. Selim MahbubPaulo de SouzaRay Williams Regular Paper 06 January 2017 Pages: 49 - 60
Introduction to the foundations of causal discovery Frederick Eberhardt Regular Paper 28 December 2016 Pages: 81 - 91
Exploratory computing: a comprehensive approach to data sensemaking Nicoletta Di BlasMirjana MazuranLetizia Tanca Regular Paper 26 December 2016 Pages: 61 - 77
Handling hybrid and missing data in constraint-based causal discovery to study the etiology of ADHD Elena SokolovaDaniel von RheinTom Heskes Regular Paper Open access 02 December 2016 Pages: 105 - 119
A million variables and more: the Fast Greedy Equivalence Search algorithm for learning high-dimensional graphical causal models, with an application to functional magnetic resonance images Joseph RamseyMadelyn GlymourClark Glymour Regular Paper 01 December 2016 Pages: 121 - 129
Accelerated anti-lopsided algorithm for nonnegative least squares Duy Khuong NguyenTu Bao Ho Regular Paper 01 December 2016 Pages: 23 - 34
Weakening faithfulness: some heuristic causal discovery algorithms ZhalamaJiji ZhangWolfgang Mayer Regular Paper 25 November 2016 Pages: 93 - 104
Data science in Asia (for PAKDD 2016) James BaileyLatifur KhanTakashi Washio Editorial 23 November 2016 Pages: 93 - 94
Recommendation in heterogeneous information network via dual similarity regularization Jing ZhengJian LiuBin Wu Regular Paper 07 November 2016 Pages: 35 - 48
On querying and mining semantic-aware mobility timelines Stylianos SideridisNikos PelekisYannis Theodoridis Regular Paper 01 November 2016 Pages: 29 - 44
Semantics-based Web service classification using morphological analysis and ensemble learning techniques S. Sowmya KamathV. S. Ananthanarayana Regular Paper 18 October 2016 Pages: 61 - 74
Identifiability and transportability in dynamic causal networks Gilles BlondelMarta AriasRicard Gavaldà Regular Paper 17 October 2016 Pages: 131 - 147
An open architecture for event-based analytics Zoran MilosevicWeisi ChenFethi A. Rabhi Regular Paper 17 October 2016 Pages: 13 - 27
Big data analytics on Apache Spark Salman SalloumRuslan DautovJoshua Zhexue Huang Review 13 October 2016 Pages: 145 - 164
Crowdsourcing chart digitizer: task design and quality control for making legacy open data machine-readable Satoshi OyamaYukino BabaHisashi Kashima Regular Paper 01 October 2016 Pages: 45 - 60
Grade prediction with models specific to students and courses Agoritsa PolyzouGeorge Karypis Regular Paper 22 September 2016 Pages: 159 - 171
A fast and complete algorithm for enumerating pseudo-cliques in large graphs Hongjie ZhaiMakoto HaraguchiEtsuji Tomita Regular Paper Open access 16 September 2016 Pages: 145 - 158