:facetid:toc:\"db/conf/ida/ida2016.bht\"OK:facetid:toc:db/conf/ida/ida2016.bhtJulien Ah-PineXinyu Wang 0005Similarity Based Hierarchical Clustering with an Application to Text Collections.IDA320-3312016Conference and Workshop Papersclosedconf/ida/Ah-PineW1610.1007/978-3-319-46349-0_28https://doi.org/10.1007/978-3-319-46349-0_28https://dblp.org/rec/conf/ida/Ah-PineW16URL#3282275Christian BrauneMarco DankelRudolf KruseObtaining Shape Descriptors from a Concave Hull-Based Clustering Algorithm.IDA61-722016Conference and Workshop Papersclosedconf/ida/BrauneDK1610.1007/978-3-319-46349-0_6https://doi.org/10.1007/978-3-319-46349-0_6https://dblp.org/rec/conf/ida/BrauneDK16URL#3282276James BrofosRui ShuFrank ZhangThe Optimistic Method for Model Estimation.IDA146-1572016Conference and Workshop Papersclosedconf/ida/BrofosSZ1610.1007/978-3-319-46349-0_13https://doi.org/10.1007/978-3-319-46349-0_13https://dblp.org/rec/conf/ida/BrofosSZ16URL#3282277Vítor CerqueiraFábio PintoCláudio Rebelo de SáCarlos SoaresCombining Boosted Trees with Metafeature Engineering for Predictive Maintenance.IDA393-3972016Conference and Workshop Papersclosedconf/ida/CerqueiraPSS1610.1007/978-3-319-46349-0_35https://doi.org/10.1007/978-3-319-46349-0_35https://dblp.org/rec/conf/ida/CerqueiraPSS16URL#3282278Gabriella ContardoLudovic DenoyerThierry ArtièresSequential Cost-Sensitive Feature Acquisition.IDA284-2942016Conference and Workshop Papersclosedconf/ida/ContardoDA1610.1007/978-3-319-46349-0_25https://doi.org/10.1007/978-3-319-46349-0_25https://dblp.org/rec/conf/ida/ContardoDA16URL#3282279Camila Ferreira CostaMario A. NascimentoIDA 2016 Industrial Challenge: Using Machine Learning for Predicting Failures.IDA381-3862016Conference and Workshop Papersclosedconf/ida/CostaN1610.1007/978-3-319-46349-0_33https://doi.org/10.1007/978-3-319-46349-0_33https://dblp.org/rec/conf/ida/CostaN16URL#3282280Gianni CostaRiccardo OrtaleA Mean-Field Variational Bayesian Approach to Detecting Overlapping Communities with Inner Roles Using Poisson Link Generation.IDA110-1222016Conference and Workshop Papersclosedconf/ida/CostaO1610.1007/978-3-319-46349-0_10https://doi.org/10.1007/978-3-319-46349-0_10https://dblp.org/rec/conf/ida/CostaO16URL#3282281Nasser DavarzaniRalf PeetersEvgueni N. SmirnovJoël M. H. KarelHans-Peter Brunner-La RoccaRanking Accuracy for Logistic-GEE Models.IDA14-252016Conference and Workshop Papersclosedconf/ida/DavarzaniPSKR1610.1007/978-3-319-46349-0_2https://doi.org/10.1007/978-3-319-46349-0_2https://dblp.org/rec/conf/ida/DavarzaniPSKR16URL#3282282Sami DhahbiWalid BarhoumiEzzeddine ZagroubaMulti-scale Kernel PCA and Its Application to Curvelet-Based Feature Extraction for Mammographic Mass Characterization.IDA183-1912016Conference and Workshop Papersclosedconf/ida/DhahbiBZ1610.1007/978-3-319-46349-0_16https://doi.org/10.1007/978-3-319-46349-0_16https://dblp.org/rec/conf/ida/DhahbiBZ16URL#3282283Jesper E. van EngelenHanjo D. BoekhoutFrank W. TakesExplainable and Efficient Link Prediction in Real-World Network Data.IDA295-3072016Conference and Workshop Papersclosedconf/ida/EngelenBT1610.1007/978-3-319-46349-0_26https://doi.org/10.1007/978-3-319-46349-0_26https://dblp.org/rec/conf/ida/EngelenBT16URL#3282284Kata GáborHaïfa ZargayounaIsabelle TellierDavide BuscaldiThierry CharnoisUnsupervised Relation Extraction in Specialized Corpora Using Sequence Mining.IDA237-2482016Conference and Workshop Papersclosedconf/ida/GaborZTBC1610.1007/978-3-319-46349-0_21https://doi.org/10.1007/978-3-319-46349-0_21https://dblp.org/rec/conf/ida/GaborZTBC16URL#3282285Joshua GarlandTyler R. JonesElizabeth BradleyRyan G. JamesJames W. C. WhiteA First Step Toward Quantifying the Climate's Information Production over the Last 68, 000 Years.IDA343-3552016Conference and Workshop Papersclosedconf/ida/GarlandJBJW1610.1007/978-3-319-46349-0_30https://doi.org/10.1007/978-3-319-46349-0_30https://dblp.org/rec/conf/ida/GarlandJBJW16URL#3282286Christopher GondekDaniel HafnerOliver R. SampsonPrediction of Failures in the Air Pressure System of Scania Trucks Using a Random Forest and Feature Engineering.IDA398-4022016Conference and Workshop Papersclosedconf/ida/GondekHS1610.1007/978-3-319-46349-0_36https://doi.org/10.1007/978-3-319-46349-0_36https://dblp.org/rec/conf/ida/GondekHS16URL#3282287Syed Murtaza HassanLuís Moreira-MatiasJihed KhiariOded CatsFeature Selection Issues in Long-Term Travel Time Prediction.IDA98-1092016Conference and Workshop Papersclosedconf/ida/HassanMKC1610.1007/978-3-319-46349-0_9https://doi.org/10.1007/978-3-319-46349-0_9https://dblp.org/rec/conf/ida/HassanMKC16URL#3282288Pierre HolatNadi TomehThierry CharnoisDelphine BattistelliMarie-Christine JaulentJean-Philippe MétivierWeakly-Supervised Symptom Recognition for Rare Diseases in Biomedical Text.IDA192-2032016Conference and Workshop Papersclosedconf/ida/HolatTCBJM1610.1007/978-3-319-46349-0_17https://doi.org/10.1007/978-3-319-46349-0_17https://dblp.org/rec/conf/ida/HolatTCBJM16URL#3282289Mouna Ben IshakPhilippe Leray 0001Nahla Ben AmorA Hybrid Approach for Probabilistic Relational Models Structure Learning.IDA38-492016Conference and Workshop Papersclosedconf/ida/IshakLA1610.1007/978-3-319-46349-0_4https://doi.org/10.1007/978-3-319-46349-0_4https://dblp.org/rec/conf/ida/IshakLA16URL#3282290Eduardo Haruo KamiokaAndré FreitasFrederico Tommasi CaroliSiegfried HandschuhDetermining Data Relevance Using Semantic Types and Graphical Interpretation Cues.IDA332-3422016Conference and Workshop Papersclosedconf/ida/KamiokaFCH1610.1007/978-3-319-46349-0_29https://doi.org/10.1007/978-3-319-46349-0_29https://dblp.org/rec/conf/ida/KamiokaFCH16URL#3282291Frank KlawonnJunxi WangIna KochJörg EberhardMohamed OmarHAUCA Curves for the Evaluation of Biomarker Pilot Studies with Small Sample Sizes and Large Numbers of Features.IDA356-3672016Conference and Workshop Papersclosedconf/ida/KlawonnWKEO1610.1007/978-3-319-46349-0_31https://doi.org/10.1007/978-3-319-46349-0_31https://dblp.org/rec/conf/ida/KlawonnWKEO16URL#3282292Lazhar LabiodMohamed NadifBi-stochastic Matrix Approximation Framework for Data Co-clustering.IDA273-2832016Conference and Workshop Papersclosedconf/ida/LabiodN1610.1007/978-3-319-46349-0_24https://doi.org/10.1007/978-3-319-46349-0_24https://dblp.org/rec/conf/ida/LabiodN16URL#3282293Daoyuan LiTegawendé F. BissyandéJacques KleinYves Le TraonDSCo-NG: A Practical Language Modeling Approach for Time Series Classification.IDA1-132016Conference and Workshop Papersclosedconf/ida/LiBKT1610.1007/978-3-319-46349-0_1https://doi.org/10.1007/978-3-319-46349-0_1https://dblp.org/rec/conf/ida/LiBKT16URL#3282294Antonio NemeOmar NemeVote Buying Detection via Independent Component Analysis.IDA226-2362016Conference and Workshop Papersclosedconf/ida/NemeN1610.1007/978-3-319-46349-0_20https://doi.org/10.1007/978-3-319-46349-0_20https://dblp.org/rec/conf/ida/NemeN16URL#3282295Jim O'DonoghueMark RoantreeA Toolkit for Analysis of Deep Learning Experiments.IDA134-1452016Conference and Workshop Papersclosedconf/ida/ODonoghueR1610.1007/978-3-319-46349-0_12https://doi.org/10.1007/978-3-319-46349-0_12https://dblp.org/rec/conf/ida/ODonoghueR16URL#3282296Ezgi Can OzanEkaterina RiabchenkoSerkan KiranyazMoncef GabboujAn Optimized k-NN Approach for Classification on Imbalanced Datasets with Missing Data.IDA387-3922016Conference and Workshop Papersclosedconf/ida/OzanRKG1610.1007/978-3-319-46349-0_34https://doi.org/10.1007/978-3-319-46349-0_34https://dblp.org/rec/conf/ida/OzanRKG16URL#3282297Martijn J. PostPeter van der PuttenJan N. van RijnDoes Feature Selection Improve Classification? A Large Scale Experiment in OpenML.IDA158-1702016Conference and Workshop Papersclosedconf/ida/PostPR1610.1007/978-3-319-46349-0_14https://doi.org/10.1007/978-3-319-46349-0_14https://dblp.org/rec/conf/ida/PostPR16URL#3282298Petr RysavýFilip ZeleznýEstimating Sequence Similarity from Read Sets for Clustering Sequencing Data.IDA204-2142016Conference and Workshop Papersclosedconf/ida/RysavyZ1610.1007/978-3-319-46349-0_18https://doi.org/10.1007/978-3-319-46349-0_18https://dblp.org/rec/conf/ida/RysavyZ16URL#3282299Pedro SaleiroCarlos SoaresLearning from the News: Predicting Entity Popularity on Twitter.IDA171-1822016Conference and Workshop Papersclosedconf/ida/SaleiroS1610.1007/978-3-319-46349-0_15https://doi.org/10.1007/978-3-319-46349-0_15https://dblp.org/rec/conf/ida/SaleiroS16URL#3282300Oliver R. SampsonMichael R. BertholdWidened Learning of Bayesian Network Classifiers.IDA215-2252016Conference and Workshop Papersclosedconf/ida/SampsonB1610.1007/978-3-319-46349-0_19https://doi.org/10.1007/978-3-319-46349-0_19https://dblp.org/rec/conf/ida/SampsonB16URL#3282301Josenildo Costa da SilvaMatthias KluschStefano LodiPrivacy-Awareness of Distributed Data Clustering Algorithms Revisited.IDA261-2722016Conference and Workshop Papersclosedconf/ida/SilvaKL1610.1007/978-3-319-46349-0_23https://doi.org/10.1007/978-3-319-46349-0_23https://dblp.org/rec/conf/ida/SilvaKL16URL#3282302Tobias SobekFrank HöppnerVisual Perception of Discriminative Landmarks in Classified Time Series.IDA73-852016Conference and Workshop Papersclosedconf/ida/SobekH1610.1007/978-3-319-46349-0_7https://doi.org/10.1007/978-3-319-46349-0_7https://dblp.org/rec/conf/ida/SobekH16URL#3282303Deepak SoekhoePeter van der PuttenAske PlaatOn the Impact of Data Set Size in Transfer Learning Using Deep Neural Networks.IDA50-602016Conference and Workshop Papersclosedconf/ida/SoekhoePP1610.1007/978-3-319-46349-0_5https://doi.org/10.1007/978-3-319-46349-0_5https://dblp.org/rec/conf/ida/SoekhoePP16URL#3282304Ricardo Teixeira SousaJoão Gama 0001Online Semi-supervised Learning for Multi-target Regression in Data Streams Using AMRules.IDA123-1332016Conference and Workshop Papersclosedconf/ida/SousaG1610.1007/978-3-319-46349-0_11https://doi.org/10.1007/978-3-319-46349-0_11https://dblp.org/rec/conf/ida/SousaG16URL#3282305Livia TeernstraPeter van der PuttenLiesbeth Noordegraaf-EelensFons J. VerbeekThe Morality Machine: Tracking Moral Values in Tweets.IDA26-372016Conference and Workshop Papersclosedconf/ida/TeernstraPNV1610.1007/978-3-319-46349-0_3https://doi.org/10.1007/978-3-319-46349-0_3https://dblp.org/rec/conf/ida/TeernstraPNV16URL#3282306Karel VaculíkLubos PopelínskýDGRMiner: Anomaly Detection and Explanation in Dynamic Graphs.IDA308-3192016Conference and Workshop Papersclosedconf/ida/VaculikP1610.1007/978-3-319-46349-0_27https://doi.org/10.1007/978-3-319-46349-0_27https://dblp.org/rec/conf/ida/VaculikP16URL#3282307Fabio Del VignaMarco AvvenutiClara BacciuPaolo DelucaMarinella PetrocchiAndrea MarchettiMaurizio TesconiSpotting the Diffusion of New Psychoactive Substances over the Internet.IDA86-972016Conference and Workshop Papersclosedconf/ida/VignaABDPMT1610.1007/978-3-319-46349-0_8https://doi.org/10.1007/978-3-319-46349-0_8https://dblp.org/rec/conf/ida/VignaABDPMT16URL#3282308Andreas WeilerJöran BeelBela GippMichael GrossniklausStability Evaluation of Event Detection Techniques for Twitter.IDA368-3802016Conference and Workshop Papersclosedconf/ida/WeilerBGG1610.1007/978-3-319-46349-0_32https://doi.org/10.1007/978-3-319-46349-0_32https://dblp.org/rec/conf/ida/WeilerBGG16URL#3282309David John WestonA Framework for Interpolating Scattered Data Using Space-Filling Curves.IDA249-2602016Conference and Workshop Papersclosedconf/ida/Weston1610.1007/978-3-319-46349-0_22https://doi.org/10.1007/978-3-319-46349-0_22https://dblp.org/rec/conf/ida/Weston16URL#3282310Henrik BoströmArno J. KnobbeCarlos SoaresPanagiotis PapapetrouAdvances in Intelligent Data Analysis XV - 15th International Symposium, IDA 2016, Stockholm, Sweden, October 13-15, 2016, ProceedingsIDALecture Notes in Computer Science98972016Editorshipconf/ida/201610.1007/978-3-319-46349-0https://doi.org/10.1007/978-3-319-46349-0https://dblp.org/rec/conf/ida/2016URL#3359805