:facetid:stream:\"streams/conf/bdc\"OK:facetid:stream:streams/conf/bdcAbdulkabir AbdulraheemIm Young JungAn Effective Supplementation of Insufficient Data by Generative Adversarial Networks.BDCAT174-1752022Conference and Workshop Papersclosedconf/bdc/AbdulraheemJ2210.1109/BDCAT56447.2022.00030https://doi.org/10.1109/BDCAT56447.2022.00030https://dblp.org/rec/conf/bdc/AbdulraheemJ22URL#794853Hayatullahi Bolaji AdeyemoRami BahsoonPeter TiñoSurrogate-based Digital Twin for Predictive Fault Modelling and Testing of Cyber Physical Systems.BDCAT166-1692022Conference and Workshop Papersclosedconf/bdc/AdeyemoBT2210.1109/BDCAT56447.2022.00028https://doi.org/10.1109/BDCAT56447.2022.00028https://dblp.org/rec/conf/bdc/AdeyemoBT22URL#794854Sabtain AhmadCommunication and Energy Efficient Edge Intelligence.BDCAT176-1772022Conference and Workshop Papersclosedconf/bdc/Ahmad2210.1109/BDCAT56447.2022.00031https://doi.org/10.1109/BDCAT56447.2022.00031https://dblp.org/rec/conf/bdc/Ahmad22URL#794855Nour AlhussienAhmed AleroudReza RahaeimehrAlexander SchwarzmannTriggerability of Backdoor Attacks in Multi-Source Transfer Learning-based Intrusion Detection.BDCAT40-472022Conference and Workshop Papersclosedconf/bdc/AlhussienARS2210.1109/BDCAT56447.2022.00013https://doi.org/10.1109/BDCAT56447.2022.00013https://dblp.org/rec/conf/bdc/AlhussienARS22URL#794856Sahara AliJianwu Wang 0001MT-IceNet - A Spatial and Multi-Temporal Deep Learning Model for Arctic Sea Ice Forecasting.BDCAT1-102022Conference and Workshop Papersclosedconf/bdc/AliW2210.1109/BDCAT56447.2022.00009https://doi.org/10.1109/BDCAT56447.2022.00009https://dblp.org/rec/conf/bdc/AliW22URL#794857Mansour AlqarniAkramul AzimMining Large Data to Create a Balanced Vulnerability Detection Dataset for Embedded Linux System.BDCAT83-912022Conference and Workshop Papersclosedconf/bdc/AlqarniA2210.1109/BDCAT56447.2022.00018https://doi.org/10.1109/BDCAT56447.2022.00018https://dblp.org/rec/conf/bdc/AlqarniA22URL#794858Joo-Eun BaeJin-Hyong LeeYoung-In ParkSo-Hyang ParkKyoung-Sook KimKwanghoon Pio KimAn Experimental Analysis on Mining Proportional Process Models from Process Logs.BDCAT297-3052022Conference and Workshop Papersclosedconf/bdc/BaeLPPKK2210.1109/BDCAT56447.2022.00049https://doi.org/10.1109/BDCAT56447.2022.00049https://dblp.org/rec/conf/bdc/BaeLPPKK22URL#794859Wanghu ChenJilong YaoMeilin ZhouJing LiMengyang ShenAnomaly detection of high-dimensional data based on Ensemble GANs with Dropout.BDCAT180-1812022Conference and Workshop Papersclosedconf/bdc/ChenYZLS2210.1109/BDCAT56447.2022.00033https://doi.org/10.1109/BDCAT56447.2022.00033https://dblp.org/rec/conf/bdc/ChenYZLS22URL#794860Terence Jie ChuaWenhan YuChang LiuJun Zhao 0007Detection of Uncertainty in Exceedance of Threshold (DUET): An Adversarial Patch Localizer.BDCAT11-202022Conference and Workshop Papersclosedconf/bdc/ChuaYLZ2210.1109/BDCAT56447.2022.00010https://doi.org/10.1109/BDCAT56447.2022.00010https://dblp.org/rec/conf/bdc/ChuaYLZ22URL#794861Joseph ClarkAnaise GaillardJustin KoeNithya NavarathnaDaniel J. KellyMatthias K. GobbertCarlos A. BarajasJerimy C. PolfMulti-Layer Recurrent Neural Networks for the Classification of Compton Camera Based Imaging Data for Proton Beam Cancer Treatment.BDCAT213-2222022Conference and Workshop Papersclosedconf/bdc/ClarkGKNKGBP2210.1109/BDCAT56447.2022.00038https://doi.org/10.1109/BDCAT56447.2022.00038https://dblp.org/rec/conf/bdc/ClarkGKNKGBP22URL#794862Tommy DangNgan V. T. NguyenJie Li 0057Alan SillJon R. HassYong Chen 0001JobViewer: Graph-based Visualization for Monitoring High-Performance Computing System.BDCAT110-1192022Conference and Workshop Papersclosedconf/bdc/DangNLSHC2210.1109/BDCAT56447.2022.00021https://doi.org/10.1109/BDCAT56447.2022.00021https://dblp.org/rec/conf/bdc/DangNLSHC22URL#794863Xiaofu DingXinyu DongOlivia McGoughChenxin ShenAnnie UlichneyRuiyao XuWilliam SwartworthJocelyn T. ChiDeanna NeedellPopulation-Based Hierarchical Non-Negative Matrix Factorization for Survey Data.BDCAT184-1932022Conference and Workshop Papersclosedconf/bdc/DingDMSUXSCN2210.1109/BDCAT56447.2022.00035https://doi.org/10.1109/BDCAT56447.2022.00035https://dblp.org/rec/conf/bdc/DingDMSUXSCN22URL#794864Yasir Ali FarrukhIrfan Khan 0001Syed WaliDavid A. BierbrauerJohn A. PavlikNathaniel D. BastianPayload-Byte: A Tool for Extracting and Labeling Packet Capture Files of Modern Network Intrusion Detection Datasets.BDCAT58-672022Conference and Workshop Papersclosedconf/bdc/FarrukhKWBPB2210.1109/BDCAT56447.2022.00015https://doi.org/10.1109/BDCAT56447.2022.00015https://dblp.org/rec/conf/bdc/FarrukhKWBPB22URL#794865John W. GardnerFurkan GursoyIoannis A. KakadiarisAccuracy-Fairness Tradeoff in Parole Decision Predictions: A Preliminary Analysis.BDCAT284-2872022Conference and Workshop Papersclosedconf/bdc/GardnerGK2210.1109/BDCAT56447.2022.00047https://doi.org/10.1109/BDCAT56447.2022.00047https://dblp.org/rec/conf/bdc/GardnerGK22URL#794866Yuqing GengWenlong TianRuixuan Li 0001Weijun XiaoChunping OuyangYongbin LiuQifei LiuJing LiXuming YeZhiyong Xu 0003Context-aware Resemblance Detection based Deduplication Ratio Prediction for Cloud Storage.BDCAT21-292022Conference and Workshop Papersclosedconf/bdc/GengTLXOLLLYX2210.1109/BDCAT56447.2022.00011https://doi.org/10.1109/BDCAT56447.2022.00011https://dblp.org/rec/conf/bdc/GengTLXOLLLYX22URL#794867Jacob GinesinJelena MirkovicUnderstanding DNS Query Composition at B-Root.BDCAT265-2702022Conference and Workshop Papersclosedconf/bdc/GinesinM2210.1109/BDCAT56447.2022.00044https://doi.org/10.1109/BDCAT56447.2022.00044https://dblp.org/rec/conf/bdc/GinesinM22URL#794868Jorge López GonzálezTheodore ChapmanKathryn ChenHannah NguyenLogan ChambersSeraj Al Mahmud MostafaJianwu Wang 0001Sanjay PurushothamChenxi WangJia YueAtmospheric Gravity Wave Detection Using Transfer Learning Techniques.BDCAT128-1372022Conference and Workshop Papersclosedconf/bdc/GonzalezCCNCMWPWY2210.1109/BDCAT56447.2022.00023https://doi.org/10.1109/BDCAT56447.2022.00023https://dblp.org/rec/conf/bdc/GonzalezCCNCMWPWY22URL#794869Benjamin HallJoseph KesslerOsayamen Edo-OhanbaJaired CollinsHaoxiang ZhangNick AllegretiYe DuanSongjie WangKannappan PalaniappanPrasad CalyamNetworked and Multimodal 3D Modeling of Cities for Collaborative Virtual Environments.BDCAT204-2122022Conference and Workshop Papersclosedconf/bdc/HallKECZADWPC2210.1109/BDCAT56447.2022.00037https://doi.org/10.1109/BDCAT56447.2022.00037https://dblp.org/rec/conf/bdc/HallKECZADWPC22URL#794870Casey HanksRakesh M. VermaData Quality and Linguistic Cues for Domain-independent Deception Detection.BDCAT248-2582022Conference and Workshop Papersclosedconf/bdc/HanksV2210.1109/BDCAT56447.2022.00042https://doi.org/10.1109/BDCAT56447.2022.00042https://dblp.org/rec/conf/bdc/HanksV22URL#794871Catherine HigginsSuprio RayFast Exploratory Analysis with Spatio-temporal Aggregation over Polygonal Regions.BDCAT30-392022Conference and Workshop Papersclosedconf/bdc/HigginsR2210.1109/BDCAT56447.2022.00012https://doi.org/10.1109/BDCAT56447.2022.00012https://dblp.org/rec/conf/bdc/HigginsR22URL#794872Emily HitchcockSarah HodgesKevin ZuangRosy J. LuYuanwei JinQiuhong HeEnyue LuImage Processing and Machine Learning for Tumor Tissue Detection Using MRI Images in Bacteria Based Cancer Therapy.BDCAT288-2962022Conference and Workshop Papersclosedconf/bdc/HitchcockHZLJHL2210.1109/BDCAT56447.2022.00048https://doi.org/10.1109/BDCAT56447.2022.00048https://dblp.org/rec/conf/bdc/HitchcockHZLJHL22URL#794873Dan IncorvajaYasin CelikIoan PetriOmer F. RanaCircular Economy and Construction Supply Chains.BDCAT92-992022Conference and Workshop Papersclosedconf/bdc/IncorvajaCPR2210.1109/BDCAT56447.2022.00019https://doi.org/10.1109/BDCAT56447.2022.00019https://dblp.org/rec/conf/bdc/IncorvajaCPR22URL#794874Eric IngramFurkan GursoyIoannis A. KakadiarisAccuracy, Fairness, and Interpretability of Machine Learning Criminal Recidivism Models.BDCAT233-2412022Conference and Workshop Papersclosedconf/bdc/IngramGK2210.1109/BDCAT56447.2022.00040https://doi.org/10.1109/BDCAT56447.2022.00040https://dblp.org/rec/conf/bdc/IngramGK22URL#794875Atakan KaraF. Serhan DanisGünce Keziban OrmanSultan Nezihe TurhanExtracting Relations Between Sectors.BDCAT77-822022Conference and Workshop Papersclosedconf/bdc/KaraDOT2210.1109/BDCAT56447.2022.00017https://doi.org/10.1109/BDCAT56447.2022.00017https://dblp.org/rec/conf/bdc/KaraDOT22URL#794876Charlotte LewPhysics Informed Neural Networks: Reducing Data Size Requirements via Hybrid Learning.BDCAT178-1792022Conference and Workshop Papersclosedconf/bdc/Lew2210.1109/BDCAT56447.2022.00032https://doi.org/10.1109/BDCAT56447.2022.00032https://dblp.org/rec/conf/bdc/Lew22URL#794877Xingyan LiJian LiZachary WilliamsXin HuangMark CarrollJianwu Wang 0001Enhanced Deep Learning Super-Resolution for Bathymetry Data.BDCAT49-572022Conference and Workshop Papersclosedconf/bdc/LiLWHCW2210.1109/BDCAT56447.2022.00014https://doi.org/10.1109/BDCAT56447.2022.00014https://dblp.org/rec/conf/bdc/LiLWHCW22URL#794878Jialin LiuLin LiNa Li 0008Learning and Preserving Relationship Privacy in Photo Sharing.BDCAT170-1732022Conference and Workshop Papersclosedconf/bdc/LiuLL2210.1109/BDCAT56447.2022.00029https://doi.org/10.1109/BDCAT56447.2022.00029https://dblp.org/rec/conf/bdc/LiuLL22URL#794879Tao LuFang QiJohn NerTianqing FengBrian CunninghamLu Peng 0001GeauxTrace: A Scalable Privacy-Protecting Contact Tracing App Design Using Blockchain.BDCAT100-1092022Conference and Workshop Papersclosedconf/bdc/LuQNFCP2210.1109/BDCAT56447.2022.00020https://doi.org/10.1109/BDCAT56447.2022.00020https://dblp.org/rec/conf/bdc/LuQNFCP22URL#794880Mehryar MajdPejman NajafiSeyed Ali AlhosseiniFeng Cheng 0002Christoph MeinelA Comprehensive Review of Anomaly Detection in Web Logs.BDCAT158-1652022Conference and Workshop Papersclosedconf/bdc/MajdNACM2210.1109/BDCAT56447.2022.00027https://doi.org/10.1109/BDCAT56447.2022.00027https://dblp.org/rec/conf/bdc/MajdNACM22URL#794881Matthieu MartelCompressed Matrix Computations.BDCAT68-762022Conference and Workshop Papersclosedconf/bdc/Martel2210.1109/BDCAT56447.2022.00016https://doi.org/10.1109/BDCAT56447.2022.00016https://dblp.org/rec/conf/bdc/Martel22URL#794882Erik MazaKazi Zakia SultanaIdentifying Evolution of Software Metrics by Analyzing Vulnerability History in Open Source Projects.BDCAT223-2322022Conference and Workshop Papersclosedconf/bdc/MazaS2210.1109/BDCAT56447.2022.00039https://doi.org/10.1109/BDCAT56447.2022.00039https://dblp.org/rec/conf/bdc/MazaS22URL#794883Rafael Baez RamirezSanuj KumarTuan M. V. LeHuiping CaoFocused Stochastic Neighbor Embedding for Better Preserving Points of Interest.BDCAT259-2642022Conference and Workshop Papersclosedconf/bdc/RamirezKLC2210.1109/BDCAT56447.2022.00043https://doi.org/10.1109/BDCAT56447.2022.00043https://dblp.org/rec/conf/bdc/RamirezKLC22URL#794884Logan ReichlingIkran WarsameShane ReillyAusten BrownfieldNan NiuBoyang WangFaultHunter: Automatically Detecting Vulnerabilities in C against Fault Injection Attacks.BDCAT271-2762022Conference and Workshop Papersclosedconf/bdc/ReichlingWRBNW2210.1109/BDCAT56447.2022.00045https://doi.org/10.1109/BDCAT56447.2022.00045https://dblp.org/rec/conf/bdc/ReichlingWRBNW22URL#794885Tarang SalujaJohn S. HeidemannYuri PradkinDifferences in Monitoring the DNS Root Over IPv4 and IPv6.BDCAT194-2032022Conference and Workshop Papersclosedconf/bdc/SalujaHP2210.1109/BDCAT56447.2022.00036https://doi.org/10.1109/BDCAT56447.2022.00036https://dblp.org/rec/conf/bdc/SalujaHP22URL#794886Mohammadhadi ShateriFabrice LabeauPrivacy-Preserving Adversarial Network (PPAN) for Continuous non-Gaussian Attributes.BDCAT138-1432022Conference and Workshop Papersclosedconf/bdc/ShateriL2210.1109/BDCAT56447.2022.00024https://doi.org/10.1109/BDCAT56447.2022.00024https://dblp.org/rec/conf/bdc/ShateriL22URL#794887Avi SpectorWanying ZhuJumman HossainNirmalya RoySimulated Forest Environment and Robot Control Framework for Integration with Cover Detection Algorithms.BDCAT277-2832022Conference and Workshop Papersclosedconf/bdc/SpectorZHR2210.1109/BDCAT56447.2022.00046https://doi.org/10.1109/BDCAT56447.2022.00046https://dblp.org/rec/conf/bdc/SpectorZHR22URL#794888Md. Mehedi Hasan TanimAbdi Yamil VicenciodelmoralZoe TemplinXinghui ZhaoFeng ZhaoHoney-CNT based Resistive Switching Device for Neuromorphic Computing Applications.BDCAT182-1832022Conference and Workshop Papersclosedconf/bdc/TanimVTZZ2210.1109/BDCAT56447.2022.00034https://doi.org/10.1109/BDCAT56447.2022.00034https://dblp.org/rec/conf/bdc/TanimVTZZ22URL#794889Abdi Yamil VicenciodelmoralMd. Mehedi Hasan TanimFeng ZhaoXinghui ZhaoSupporting Green Neuromorphic Computing: Machine Learning Guided Microfabrication for Resistive Random Access Memory.BDCAT154-1572022Conference and Workshop Papersclosedconf/bdc/VicenciodelmoralTZZ2210.1109/BDCAT56447.2022.00026https://doi.org/10.1109/BDCAT56447.2022.00026https://dblp.org/rec/conf/bdc/VicenciodelmoralTZZ22URL#794890Syed WaliIrfan Khan 0001Yasir Ali FarrukhMuhammad Areeb FasihMuhammad Hassan Ul HaqMajida KazmiDevelopment of Open-Source, Edge Energy Management System for Tactical Power Networks.BDCAT120-1272022Conference and Workshop Papersclosedconf/bdc/WaliKFFHK2210.1109/BDCAT56447.2022.00022https://doi.org/10.1109/BDCAT56447.2022.00022https://dblp.org/rec/conf/bdc/WaliKFFHK22URL#794891Sean Wang 0006Arielle CarrSihong XieA Predictor-Corrector Method for Multi-objective Optimization in Fair Machine Learning.BDCAT242-2472022Conference and Workshop Papersclosedconf/bdc/WangCX2210.1109/BDCAT56447.2022.00041https://doi.org/10.1109/BDCAT56447.2022.00041https://dblp.org/rec/conf/bdc/WangCX22URL#794892IEEE/ACM International Conference on Big Data Computing, Applications and Technologies, BDCAT 2022, Vancouver, WA, USA, December 6-9, 2022BDCATIEEE2022Editorshipconf/bdc/202210.1109/BDCAT56447.2022https://doi.org/10.1109/BDCAT56447.2022https://dblp.org/rec/conf/bdc/2022URL#952757Ilyas AshkirBen RoullierFrank McQuadeAshiq Anjum3D object recognition for Virtual Reality based Digital Twins.BDCAT9-172021Conference and Workshop Papersclosedconf/bdc/AshkirRMA2110.1145/3492324.3494171https://doi.org/10.1145/3492324.3494171https://dblp.org/rec/conf/bdc/AshkirRMA21URL#1260952Changhao BaiPeng WuPRRL: Path Rotation based Knowledge Graph Representation Learning method.BDCAT38-452021Conference and Workshop Papersclosedconf/bdc/BaiW2110.1145/3492324.3494162https://doi.org/10.1145/3492324.3494162https://dblp.org/rec/conf/bdc/BaiW21URL#1260953Aimer BhatHeeki ParkMadhumonti RoyEvaluating Serverless Architecture for Big Data Enterprise Applications.BDCAT1-82021Conference and Workshop Papersclosedconf/bdc/BhatPR2110.1145/3492324.3494169https://doi.org/10.1145/3492324.3494169https://dblp.org/rec/conf/bdc/BhatPR21URL#1260954Sheriffo CeesayYuhui LinAdam BarkerBenchmarking and Performance Modelling of Dataflow with Cycles.BDCAT91-1002021Conference and Workshop Papersclosedconf/bdc/CeesayLB2110.1145/3492324.3494159https://doi.org/10.1145/3492324.3494159https://dblp.org/rec/conf/bdc/CeesayLB21URL#1260955Wenhan GaoPeng WuLi PanAttribute Network Embedding Method based on Joint Clustering of Representation and Network.BDCAT111-1192021Conference and Workshop Papersclosedconf/bdc/GaoWP2110.1145/3492324.3494160https://doi.org/10.1145/3492324.3494160https://dblp.org/rec/conf/bdc/GaoWP21URL#1260956Amirmasoud GhiassiRobert BirkeLydia Y. ChenTrustNet: Learning from Trusted Data Against (A)symmetric Label Noise.BDCAT52-622021Conference and Workshop Papersclosedconf/bdc/GhiassiBC2110.1145/3492324.3494166https://doi.org/10.1145/3492324.3494166https://dblp.org/rec/conf/bdc/GhiassiBC21URL#1260957Zuo HuangRichard O. SinnottQiuhong KeCrowd Counting Using Deep Learning in Edge Devices.BDCAT28-372021Conference and Workshop Papersclosedconf/bdc/HuangSK2110.1145/3492324.3494161https://doi.org/10.1145/3492324.3494161https://dblp.org/rec/conf/bdc/HuangSK21URL#1260958Barjinder KaurSajjad DadkhahPulei XiongShahrear IqbalSuprio RayAli A. Ghorbani 0001Verification Based Scheme to Restrict IoT Attacks.BDCAT63-682021Conference and Workshop Papersclosedconf/bdc/KaurDXIR02110.1145/3492324.3494170https://doi.org/10.1145/3492324.3494170https://dblp.org/rec/conf/bdc/KaurDXIR021URL#1260959Maxim PriymakRichard O. SinnottReal-Time Traffic Classification through Deep Learning.BDCAT128-1332021Conference and Workshop Papersclosedconf/bdc/PriymakS2110.1145/3492324.3494165https://doi.org/10.1145/3492324.3494165https://dblp.org/rec/conf/bdc/PriymakS21URL#1260960Kshitij SinhaMuskan LalitComparative Analysis of Pre-Trained Deep Neural Networks for Vision-Based Security Systems on a Novel Dataset.BDCAT120-1272021Conference and Workshop Papersclosedconf/bdc/SinhaL2110.1145/3492324.3494173https://doi.org/10.1145/3492324.3494173https://dblp.org/rec/conf/bdc/SinhaL21URL#1260961Richard O. SinnottZijian WangLinking User Accounts across Social Media Platforms.BDCAT18-272021Conference and Workshop Papersclosedconf/bdc/SinnottW2110.1145/3492324.3494157https://doi.org/10.1145/3492324.3494157https://dblp.org/rec/conf/bdc/SinnottW21URL#1260962Menuka WarushavithanaCaleb CarlsonSaptashwa MitraDaniel RammerMazdak ArabiF. Jay BreidtSangmi Lee PallickaraShrideep PallickaraDistributed Orchestration of Regression Models Over Administrative Boundaries.BDCAT80-902021Conference and Workshop Papersclosedconf/bdc/WarushavithanaC2110.1145/3492324.3494164https://doi.org/10.1145/3492324.3494164https://dblp.org/rec/conf/bdc/WarushavithanaC21URL#1260963Yuanhang XuPeng WuMultiscale Clustering Based Diffusion Representation Learning Method.BDCAT46-512021Conference and Workshop Papersclosedconf/bdc/XuW2110.1145/3492324.3494163https://doi.org/10.1145/3492324.3494163https://dblp.org/rec/conf/bdc/XuW21URL#1260964Zihan YangRichard O. SinnottQiuhong KeJames Bailey 0001Individual Feral Cat Identification through Deep Learning.BDCAT101-1102021Conference and Workshop Papersclosedconf/bdc/YangSK02110.1145/3492324.3494168https://doi.org/10.1145/3492324.3494168https://dblp.org/rec/conf/bdc/YangSK021URL#1260965Guoyi ZhaoTian Zhou 0003Lixin Gao 0001A Proactive Data-Parallel Framework for Machine Learning.BDCAT69-792021Conference and Workshop Papersclosedconf/bdc/ZhaoZG2110.1145/3492324.3494167https://doi.org/10.1145/3492324.3494167https://dblp.org/rec/conf/bdc/ZhaoZG21URL#1260966BDCAT '21: 2021 IEEE/ACM 8th International Conference on Big Data Computing, Applications and Technologies, Leicester, United Kingdom, December 6 - 9, 2021BDCATACM2021Editorshipconf/bdc/202110.1145/3492324https://doi.org/10.1145/3492324https://dblp.org/rec/conf/bdc/2021URL#1417637Samara BannoHayder MuradMuntadher SallalAutomated Cognitive Analyses for Intelligent Tutoring Systems.BDCAT171-1782020Conference and Workshop Papersclosedconf/bdc/BannoMS2010.1109/BDCAT50828.2020.00007https://doi.org/10.1109/BDCAT50828.2020.00007https://dblp.org/rec/conf/bdc/BannoMS20URL#1704493Kevin BruhwilerThilina BuddhikaShrideep PallickaraSangmi Lee PallickaraIris: Amortized, Resource Efficient Visualizations of Voluminous Spatiotemporal Datasets.BDCAT47-562020Conference and Workshop Papersclosedconf/bdc/BruhwilerBPP2010.1109/BDCAT50828.2020.00003https://doi.org/10.1109/BDCAT50828.2020.00003https://dblp.org/rec/conf/bdc/BruhwilerBPP20URL#1704494Walid BudgagaMatthew MalensekSangmi Lee PallickaraShrideep PallickaraConcerto: Leveraging Ensembles for Timely, Accurate Model Training Over Voluminous Datasets.BDCAT106-1152020Conference and Workshop Papersclosedconf/bdc/BudgagaMPP2010.1109/BDCAT50828.2020.00024https://doi.org/10.1109/BDCAT50828.2020.00024https://dblp.org/rec/conf/bdc/BudgagaMPP20URL#1704495Sheriffo CeesayYuhui LinAdam BarkerA Survey: Benchmarking and Performance Modelling of Data Intensive Applications.BDCAT67-762020Conference and Workshop Papersclosedconf/bdc/CeesayLB2010.1109/BDCAT50828.2020.00012https://doi.org/10.1109/BDCAT50828.2020.00012https://dblp.org/rec/conf/bdc/CeesayLB20URL#1704496Tirana Noor FatyanosaMasayoshi AritsugiEffects of the Number of Hyperparameters on the Performance of GA-CNN.BDCAT144-1532020Conference and Workshop Papersclosedconf/bdc/FatyanosaA2010.1109/BDCAT50828.2020.00016https://doi.org/10.1109/BDCAT50828.2020.00016https://dblp.org/rec/conf/bdc/FatyanosaA20URL#1704497Hongwei JinNing YanMasood S. MortazaviSimulating Aggregation Algorithms for Empirical Verification of Resilient and Adaptive Federated Learning.BDCAT124-1332020Conference and Workshop Papersclosedconf/bdc/JinYM2010.1109/BDCAT50828.2020.00021https://doi.org/10.1109/BDCAT50828.2020.00021https://dblp.org/rec/conf/bdc/JinYM20URL#1704498Md. Riftabin KabirTarek Ibne FaysalMd. Sazzad HossainJannatun Naima ShornoShahnewaz SiddiqueA satellite collision avoidance system based on General Regression Neural Network.BDCAT154-1602020Conference and Workshop Papersclosedconf/bdc/KabirFHSS2010.1109/BDCAT50828.2020.00004https://doi.org/10.1109/BDCAT50828.2020.00004https://dblp.org/rec/conf/bdc/KabirFHSS20URL#1704499Jovan KalajdjieskiGeorgina MircevaSlobodan KalajdziskiAttention Models for PM2.5 Prediction.BDCAT1-82020Conference and Workshop Papersclosedconf/bdc/KalajdjieskiMK2010.1109/BDCAT50828.2020.00010https://doi.org/10.1109/BDCAT50828.2020.00010https://dblp.org/rec/conf/bdc/KalajdjieskiMK20URL#1704500Anang KunaefiMasayoshi AritsugiCharacterizing User Decision based on Argumentative Reviews.BDCAT161-1702020Conference and Workshop Papersclosedconf/bdc/KunaefiA2010.1109/BDCAT50828.2020.00002https://doi.org/10.1109/BDCAT50828.2020.00002https://dblp.org/rec/conf/bdc/KunaefiA20URL#1704501Mingxin LuEdmund WongDaniel J. BarajasXiaochen LiMosopefoluwa OgundipeNate WilsonPragya GargAlark JoshiMatthew MalensekAGAMI: Scalable Visual Analytics over Multidimensional Data Streams.BDCAT57-662020Conference and Workshop Papersclosedconf/bdc/LuWBLOWGJM2010.1109/BDCAT50828.2020.00020https://doi.org/10.1109/BDCAT50828.2020.00020https://dblp.org/rec/conf/bdc/LuWBLOWGJM20URL#1704502Abdulla Kalandar MohideenShikharesh MajumdarMarc St-HilaireAli El-HarakiA Data Indexing Technique to Improve the Search Latency of AND Queries for Large Scale Textual Documents.BDCAT37-462020Conference and Workshop Papersclosedconf/bdc/MohideenMSE2010.1109/BDCAT50828.2020.00019https://doi.org/10.1109/BDCAT50828.2020.00019https://dblp.org/rec/conf/bdc/MohideenMSE20URL#1704503Maryleen U. NdubuakuMuhammad K. AliAshiq AnjumAntonio LiottaStephan Reiff-MarganiecEdge-enhanced analytics via latent space dimensionality reduction.BDCAT87-952020Conference and Workshop Papersclosedconf/bdc/NdubuakuAALR2010.1109/BDCAT50828.2020.00018https://doi.org/10.1109/BDCAT50828.2020.00018https://dblp.org/rec/conf/bdc/NdubuakuAALR20URL#1704504Chris Christos NikolopoulosScott SmallHoward DwyerAnthony GrichnikMageshwaran MohanVishnu VishwanathanCalculating the Topological Resilience of Supply Chain Networks Using Hopfield Neural Networks.BDCAT116-1232020Conference and Workshop Papersclosedconf/bdc/NikolopoulosSDG2010.1109/BDCAT50828.2020.00011https://doi.org/10.1109/BDCAT50828.2020.00011https://dblp.org/rec/conf/bdc/NikolopoulosSDG20URL#1704505Deng PanLixian SunRui WangXingjian ZhangRichard O. SinnottDeepfake Detection through Deep Learning.BDCAT134-1432020Conference and Workshop Papersclosedconf/bdc/PanSWZS2010.1109/BDCAT50828.2020.00001https://doi.org/10.1109/BDCAT50828.2020.00001https://dblp.org/rec/conf/bdc/PanSWZS20URL#1704506Tyler PettyThong VuXinghui ZhaoRobert A. HirshGreggory MurrayFrancis M. HaasWei XueEvaluating Deep Learning Algorithms for Real-Time Arrhythmia Detection.BDCAT19-262020Conference and Workshop Papersclosedconf/bdc/PettyVZHMHX2010.1109/BDCAT50828.2020.00022https://doi.org/10.1109/BDCAT50828.2020.00022https://dblp.org/rec/conf/bdc/PettyVZHMHX20URL#1704507Sijan S. RanaXinhui MaWei Pang 0001Emma WolversonA Multi-Modal Deep Learning Approach to the Early Prediction of Mild Cognitive Impairment Conversion to Alzheimer's Disease.BDCAT9-182020Conference and Workshop Papersclosedconf/bdc/RanaMPW2010.1109/BDCAT50828.2020.00013https://doi.org/10.1109/BDCAT50828.2020.00013https://dblp.org/rec/conf/bdc/RanaMPW20URL#1704508Danielle TurvillLee BarnbyBo Yuan 0004Ali ZahirA Survey of Interpretability of Machine Learning in Accelerator-based High Energy Physics.BDCAT77-862020Conference and Workshop Papersclosedconf/bdc/TurvillBYZ2010.1109/BDCAT50828.2020.00025https://doi.org/10.1109/BDCAT50828.2020.00025https://dblp.org/rec/conf/bdc/TurvillBYZ20URL#1704509Muhammad Sadiq Hassan ZadaBo Yuan 0004Ashiq AnjumMuhammad Ajmal AzadWajahat Ali KhanStephan Reiff-MarganiecLarge-scale Data Integration Using Graph Probabilistic Dependencies (GPDs).BDCAT27-362020Conference and Workshop Papersclosedconf/bdc/Zada0AAKR2010.1109/BDCAT50828.2020.00028https://doi.org/10.1109/BDCAT50828.2020.00028https://dblp.org/rec/conf/bdc/Zada0AAKR20URL#1704510Xinyu ZhengYuanmin WangXinghui ZhaoHakan GurocakEnabling Precise Control of a Haptic Device: A Machine Learning Approach.BDCAT96-1052020Conference and Workshop Papersclosedconf/bdc/ZhengWZG2010.1109/BDCAT50828.2020.00023https://doi.org/10.1109/BDCAT50828.2020.00023https://dblp.org/rec/conf/bdc/ZhengWZG20URL#17045117th IEEE/ACM International Conference on Big Data Computing, Applications and Technologies, BDCAT 2020, Leicester, United Kingdom, December 7-10, 2020BDCATIEEE2020Editorshipconf/bdc/202010.1109/BDCAT50828.2020https://doi.org/10.1109/BDCAT50828.2020https://dblp.org/rec/conf/bdc/2020URL#1860124Samuel ArmstrongKevin BruhwilerSangmi Lee PallickaraRapid, Progressive Sub-Graph Explorations for Interactive Visual Analytics over Large-Scale Graph Datasets.BDCAT1-102019Conference and Workshop Papersclosedconf/bdc/ArmstrongBP1910.1145/3365109.3368793https://doi.org/10.1145/3365109.3368793https://dblp.org/rec/conf/bdc/ArmstrongBP19URL#2123248Lu ChenYunjie JiaPei-Yun SunRichard O. SinnottIdentification and Classification of Trucks and Trailers on the Road Network through Deep Learning.BDCAT117-1262019Conference and Workshop Papersclosedconf/bdc/ChenJSS1910.1145/3365109.3368781https://doi.org/10.1145/3365109.3368781https://dblp.org/rec/conf/bdc/ChenJSS19URL#2123249Marianne CherringtonDavid AirehrourJoan LuQiang Xu 0002Stephen J. WadeSamaneh MadanianFeature Selection Methods for Linked Data: Limitations, Capabilities and Potentials.BDCAT103-1122019Conference and Workshop Papersclosedconf/bdc/CherringtonAL0W1910.1145/3365109.3368792https://doi.org/10.1145/3365109.3368792https://dblp.org/rec/conf/bdc/CherringtonAL0W19URL#2123250Priyanthi M. DassanayakeAshiq AnjumWarren ManningCraig BowerA Deep Reinforcement Learning based Homeostatic System for Unmanned Position Control.BDCAT127-1362019Conference and Workshop Papersclosedconf/bdc/DassanayakeAMB1910.1145/3365109.3368780https://doi.org/10.1145/3365109.3368780https://dblp.org/rec/conf/bdc/DassanayakeAMB19URL#2123251Henrique Varella EhrenfriedEduardo TodtDaniel WeingaertnerLuis Carlos Erpen De BonaFabiano SilvaMarcos Didonet Del FabroManaging Open Data Evolution through Bi-dimensional Mappings.BDCAT159-1622019Conference and Workshop Papersclosedconf/bdc/EhrenfriedTWBSF1910.1145/3365109.3368774https://doi.org/10.1145/3365109.3368774https://dblp.org/rec/conf/bdc/EhrenfriedTWBSF19URL#2123252Amir JalaliradMarco ScavuzzoCatalin CapotaMichael R. SpragueA Simple and Efficient Federated Recommender System.BDCAT53-582019Conference and Workshop Papersclosedconf/bdc/JalaliradSCS1910.1145/3365109.3368788https://doi.org/10.1145/3365109.3368788https://dblp.org/rec/conf/bdc/JalaliradSCS19URL#2123253Taehee JeongDeeksha Prakash KankalaleRaymond ChauHyeran JeonGoing Deeper or Wider: Throughput Prediction for Cluster Tools with Machine Learning.BDCAT21-302019Conference and Workshop Papersclosedconf/bdc/JeongKCJ1910.1145/3365109.3368786https://doi.org/10.1145/3365109.3368786https://dblp.org/rec/conf/bdc/JeongKCJ19URL#2123254Yuncheng JinZhihong ChenZhaowei ChengChao Chen 0026Xinyu JinBin SunClass-Level Adaptation Network with Self Training for Unsupervised Domain Adaptation.BDCAT137-1432019Conference and Workshop Papersclosedconf/bdc/JinCCCJS1910.1145/3365109.3368783https://doi.org/10.1145/3365109.3368783https://dblp.org/rec/conf/bdc/JinCCCJS19URL#2123255Sota KatoTakafumi NakanishiHirokazu ShimauchiBudrul AhsanTopic Variation Detection Method for Detecting Political Business Cycles.BDCAT85-932019Conference and Workshop Papersclosedconf/bdc/KatoNSA1910.1145/3365109.3368787https://doi.org/10.1145/3365109.3368787https://dblp.org/rec/conf/bdc/KatoNSA19URL#2123256Jie LiuYan TangXinyi XuHISDOM: A Hybrid Ontology Mapping System based on Convolutional Neural Network and Dynamic Weight.BDCAT67-702019Conference and Workshop Papersclosedconf/bdc/LiuTX1910.1145/3365109.3368779https://doi.org/10.1145/3365109.3368779https://dblp.org/rec/conf/bdc/LiuTX19URL#2123257Mitchell NelsonZachary SorensonJoseph M. MyreJason SawinDavid Chiu 0001GPU Acceleration of Range Queries over Large Data Sets.BDCAT11-202019Conference and Workshop Papersclosedconf/bdc/NelsonSMSC1910.1145/3365109.3368789https://doi.org/10.1145/3365109.3368789https://dblp.org/rec/conf/bdc/NelsonSMSC19URL#2123258Yan PangGaneshkumar SundararajJiewen RenCryptocurrency Price Prediction using Time Series and Social Sentiment Data.BDCAT35-412019Conference and Workshop Papersclosedconf/bdc/PangSR1910.1145/3365109.3368785https://doi.org/10.1145/3365109.3368785https://dblp.org/rec/conf/bdc/PangSR19URL#2123259Takuto SatoOsamu TatebeHiroyuki KusakaIn-situ Data Analysis System for High Resolution Meteorological Large Eddy Simulation Model.BDCAT155-1582019Conference and Workshop Papersclosedconf/bdc/SatoTK1910.1145/3365109.3368769https://doi.org/10.1145/3365109.3368769https://dblp.org/rec/conf/bdc/SatoTK19URL#2123260Kazuhiro SerizawaOsamu TatebeAccelerating Machine Learning I/O by Overlapping Data Staging and Mini-batch Generations.BDCAT31-342019Conference and Workshop Papersclosedconf/bdc/SerizawaT1910.1145/3365109.3368768https://doi.org/10.1145/3365109.3368768https://dblp.org/rec/conf/bdc/SerizawaT19URL#2123261Chandan SharmaRoopak SinhaA Schema-First Formalism for Labeled Property Graph Databases: Enabling Structured Data Loading and Analytics.BDCAT71-802019Conference and Workshop Papersclosedconf/bdc/SharmaS1910.1145/3365109.3368782https://doi.org/10.1145/3365109.3368782https://dblp.org/rec/conf/bdc/SharmaS19URL#2123262Nagaraju VadranamK. M. GeorgeStarla Marier DemingsAn Analysis of Slant in Tweets: Case Study.BDCAT59-622019Conference and Workshop Papersclosedconf/bdc/VadranamGD1910.1145/3365109.3368770https://doi.org/10.1145/3365109.3368770https://dblp.org/rec/conf/bdc/VadranamGD19URL#2123263Chun-Yu WangShih-Hao FuhTa-Chun LoQi-Jun ChengYu-Cheng ChenFeng-Min ChoJyh-Biau ChangCe-Kuen ShiehA Data Compacting Technique to reduce the NetFlow size in Botnet Detection with BotCluster.BDCAT81-842019Conference and Workshop Papersclosedconf/bdc/WangFLCCCCS1910.1145/3365109.3368778https://doi.org/10.1145/3365109.3368778https://dblp.org/rec/conf/bdc/WangFLCCCCS19URL#2123264Mihira WanninayakeRichard O. SinnottAn Exploration of Commuter Travel Time Through Social Media Analytics on the Cloud.BDCAT43-512019Conference and Workshop Papersclosedconf/bdc/WanninayakeS1910.1145/3365109.3368790https://doi.org/10.1145/3365109.3368790https://dblp.org/rec/conf/bdc/WanninayakeS19URL#2123265Musen WenDeepak Kumar VasthimalAlan LuTian WangAimin GuoBuilding Large-Scale Deep Learning System for Entity Recognition in E-Commerce Search.BDCAT149-1542019Conference and Workshop Papersclosedconf/bdc/WenVLWG1910.1145/3365109.3368765https://doi.org/10.1145/3365109.3368765https://dblp.org/rec/conf/bdc/WenVLWG19URL#2123266Tao YanChongzhao HanYong JiaA Fused Intelligent Computing Approach Using Stock Big Data for Near Future Trend Prediction.BDCAT113-1162019Conference and Workshop Papersclosedconf/bdc/YanHJ1910.1145/3365109.3368775https://doi.org/10.1145/3365109.3368775https://dblp.org/rec/conf/bdc/YanHJ19URL#2123267Huaqing YuShining SongShaoxi MaRichard O. SinnottEstimating Fruit Crop Yield through Deep Learning.BDCAT145-1482019Conference and Workshop Papersclosedconf/bdc/YuSMS1910.1145/3365109.3368766https://doi.org/10.1145/3365109.3368766https://dblp.org/rec/conf/bdc/YuSMS19URL#2123268Alwin Yaoxian ZhangSean Shao Wei LamMarcus Eng Hock OngPhua Hwee TangLing Ling ChanExplainable AI: Classification of MRI Brain Scans Orders for Quality Improvement.BDCAT95-1022019Conference and Workshop Papersclosedconf/bdc/ZhangLOTC1910.1145/3365109.3368791https://doi.org/10.1145/3365109.3368791https://dblp.org/rec/conf/bdc/ZhangLOTC19URL#2123269Peng ZhaoXinrui LyuRichard O. SinnottShimin WeiCrowd-Counting through a Cascaded, Multi-Task Convolutional Neural Network.BDCAT63-662019Conference and Workshop Papersclosedconf/bdc/ZhaoLSW1910.1145/3365109.3368767https://doi.org/10.1145/3365109.3368767https://dblp.org/rec/conf/bdc/ZhaoLSW19URL#2123270Kenneth JohnsonJosef SpillnerXinghui ZhaoOlga DatskovaBlesson VargheseProceedings of the 6th IEEE/ACM International Conference on Big Data Computing, Applications and Technologies, BDCAT 2019, Auckland, New Zealand, December 2-5, 2019.BDCATACM2019Editorshipconf/bdc/201910.1145/3365109https://doi.org/10.1145/3365109https://dblp.org/rec/conf/bdc/2019URL#2294735Tobi AjilaShikharesh MajumdarData Driven Priority Scheduling on Spark Based Stream Processing.BDCAT208-2102018Conference and Workshop Papersclosedconf/bdc/AjilaM1810.1109/BDCAT.2018.00034https://doi.org/10.1109/BDCAT.2018.00034https://dblp.org/rec/conf/bdc/AjilaM18URL#2521110Noufa AlnajranKeeley A. CrockettDavid McLean 0001Annabel LathamAn Empirical Performance Evaluation of Semantic-Based Similarity Measures in Microblogging Social Media.BDCAT126-1352018Conference and Workshop Papersclosedconf/bdc/AlnajranCML1810.1109/BDCAT.2018.00023https://doi.org/10.1109/BDCAT.2018.00023https://dblp.org/rec/conf/bdc/AlnajranCML18URL#2521111Claudio AtzoriPaolo ManghiAlessia BardiGDup: De-Duplication of Scholarly Communication Big Graphs.BDCAT142-1512018Conference and Workshop Papersclosedconf/bdc/AtzoriMB1810.1109/BDCAT.2018.00025https://doi.org/10.1109/BDCAT.2018.00025https://dblp.org/rec/conf/bdc/AtzoriMB18URL#2521112Inanç BirolHamid MohamadiJustin ChuntPack: A Software Package for Big Data in Genomics.BDCAT41-502018Conference and Workshop Papersclosedconf/bdc/BirolMC1810.1109/BDCAT.2018.00014https://doi.org/10.1109/BDCAT.2018.00014https://dblp.org/rec/conf/bdc/BirolMC18URL#2521113Sam BurdickJahrme RisnerDavid Chiu 0001Jason SawinFault-Tolerant Query Execution over Distributed Bitmap Indices.BDCAT21-302018Conference and Workshop Papersclosedconf/bdc/BurdickRCS1810.1109/BDCAT.2018.00012https://doi.org/10.1109/BDCAT.2018.00012https://dblp.org/rec/conf/bdc/BurdickRCS18URL#2521114Silvina Caíno-LoresJesús Carretero 0001Bogdan NicolaeOrcun YildizTom PeterkaSpark-DIY: A Framework for Interoperable Spark Operations with High Performance Block-Based Data Models.BDCAT1-102018Conference and Workshop Papersclosedconf/bdc/Caino-LoresCNYP1810.1109/BDCAT.2018.00010https://doi.org/10.1109/BDCAT.2018.00010https://dblp.org/rec/conf/bdc/Caino-LoresCNYP18URL#2521115Muawya Habib Sarnoub EldawMark LeveneGeorge RoussosPresence Analytics: Making Sense of Human Social Presence within a Learning Environment.BDCAT174-1832018Conference and Workshop Papersclosedconf/bdc/EldawLR1810.1109/BDCAT.2018.00029https://doi.org/10.1109/BDCAT.2018.00029https://dblp.org/rec/conf/bdc/EldawLR18URL#2521116Maria Th. KotouzaKonstantinos N. VavliakisFotis E. PsomopoulosPericles A. MitkasA Hierarchical Multi-Metric Framework for Item Clustering.BDCAT191-1972018Conference and Workshop Papersclosedconf/bdc/KotouzaVPM1810.1109/BDCAT.2018.00031https://doi.org/10.1109/BDCAT.2018.00031https://dblp.org/rec/conf/bdc/KotouzaVPM18URL#2521117Ruriko KudoMiki EnokiAkihiro NakaoShu YamamotoSaneyasu YamaguchiMasato OguchiProposal and Evaluation of Event Search Method Based on SNS Data Analysis Focusing on Place and Time.BDCAT211-2122018Conference and Workshop Papersclosedconf/bdc/KudoENYYO1810.1109/BDCAT.2018.00035https://doi.org/10.1109/BDCAT.2018.00035https://dblp.org/rec/conf/bdc/KudoENYYO18URL#2521118Sarthak KukretiFrank Mueller 0001CloneHadoop: Process Cloning to Reduce Hadoop's Long Tail.BDCAT11-202018Conference and Workshop Papersclosedconf/bdc/KukretiM1810.1109/BDCAT.2018.00011https://doi.org/10.1109/BDCAT.2018.00011https://dblp.org/rec/conf/bdc/KukretiM18URL#2521119Linh LeYing XieRecurrent Embedding Kernel for Predicting Stock Daily Direction.BDCAT160-1662018Conference and Workshop Papersclosedconf/bdc/LeX1810.1109/BDCAT.2018.00027https://doi.org/10.1109/BDCAT.2018.00027https://dblp.org/rec/conf/bdc/LeX18URL#2521120Jongsun LeeHyun-Soo ChoiYongkweon JeonYongsik KwonDonghun Lee 0001Sungroh YoonDetecting System Anomalies in Multivariate Time Series with Information Transfer and Random Walk.BDCAT71-802018Conference and Workshop Papersclosedconf/bdc/LeeCJKLY1810.1109/BDCAT.2018.00017https://doi.org/10.1109/BDCAT.2018.00017https://dblp.org/rec/conf/bdc/LeeCJKLY18URL#2521121Guilherme F. LimaAhmad SloSukanya BhowmikMarkus EndlerKurt RothermelSkipping Unused Events to Speed Up Rollback-Recovery in Distributed Data-Parallel CEP.BDCAT31-402018Conference and Workshop Papersclosedconf/bdc/LimaSBER1810.1109/BDCAT.2018.00013https://doi.org/10.1109/BDCAT.2018.00013https://dblp.org/rec/conf/bdc/LimaSBER18URL#2521122Chao Liu 0015Qi ZhaoBai YanSaber M. ElsayedRuhul A. SarkerAn Improved Multi-Objective Evolutionary Approach for Clustering High-Dimensional Data.BDCAT184-1902018Conference and Workshop Papersclosedconf/bdc/LiuZYES1810.1109/BDCAT.2018.00030https://doi.org/10.1109/BDCAT.2018.00030https://dblp.org/rec/conf/bdc/LiuZYES18URL#2521123Tamara MatthewsMuhammad IqbalHoracio González-VélezNon-Linear Machine Learning with Active Sampling for MOX Drift Compensation.BDCAT61-702018Conference and Workshop Papersclosedconf/bdc/MatthewsIG1810.1109/BDCAT.2018.00016https://doi.org/10.1109/BDCAT.2018.00016https://dblp.org/rec/conf/bdc/MatthewsIG18URL#2521124Muhammad Nauman RafiqHasan FarooqAhmed ZohaAli Imran 0001Can Temperature Be Used as a Predictor of Data Traffic? A Real Network Big Data Analysis.BDCAT167-1732018Conference and Workshop Papersclosedconf/bdc/RafiqFZI1810.1109/BDCAT.2018.00028https://doi.org/10.1109/BDCAT.2018.00028https://dblp.org/rec/conf/bdc/RafiqFZI18URL#2521125Richard O. SinnottZiyue GuanPrediction of Air Pollution through Machine Learning Approaches on the Cloud.BDCAT51-602018Conference and Workshop Papersclosedconf/bdc/SinnottG1810.1109/BDCAT.2018.00015https://doi.org/10.1109/BDCAT.2018.00015https://dblp.org/rec/conf/bdc/SinnottG18URL#2521126Richard O. SinnottFang WuWenbin ChenA Mobile Application for Dog Breed Detection and Recognition Based on Deep Learning.BDCAT87-962018Conference and Workshop Papersclosedconf/bdc/SinnottWC1810.1109/BDCAT.2018.00019https://doi.org/10.1109/BDCAT.2018.00019https://dblp.org/rec/conf/bdc/SinnottWC18URL#2521127Kamil SmolakBarbara KasieczkaKatarzyna Sila-NowickaKatarzyna KopanczykWitold RohmWieslaw FialkiewiczUrban Hourly Water Demand Prediction Using Human Mobility Data.BDCAT213-2142018Conference and Workshop Papersclosedconf/bdc/SmolakKSKRF1810.1109/BDCAT.2018.00036https://doi.org/10.1109/BDCAT.2018.00036https://dblp.org/rec/conf/bdc/SmolakKSKRF18URL#2521128Kurt StockingerJonas HeitzNils BundiWolfgang BreymannLarge-Scale Data-Driven Financial Risk Modeling Using Big Data Technology.BDCAT206-2072018Conference and Workshop Papersclosedconf/bdc/StockingerHBB1810.1109/BDCAT.2018.00033https://doi.org/10.1109/BDCAT.2018.00033https://dblp.org/rec/conf/bdc/StockingerHBB18URL#2521129Zhenyu WuJiaying ChenYinuo ZhangAn Incremental Community Detection Method in Social Big Data.BDCAT136-1412018Conference and Workshop Papersclosedconf/bdc/WuCZ1810.1109/BDCAT.2018.00024https://doi.org/10.1109/BDCAT.2018.00024https://dblp.org/rec/conf/bdc/WuCZ18URL#2521130Yingying WuZhenghe LiangImplementation of Distributed XA Transactions in MyCat Based on Table Broadcasting Mechanism.BDCAT215-2162018Conference and Workshop Papersclosedconf/bdc/WuL1810.1109/BDCAT.2018.00037https://doi.org/10.1109/BDCAT.2018.00037https://dblp.org/rec/conf/bdc/WuL18URL#2521131Tsubasa YamaguchiMansur AsTsunenori MinePrediction of Bus Delay over Intervals on Various Kinds of Routes Using Bus Probe Data.BDCAT97-1062018Conference and Workshop Papersclosedconf/bdc/YamaguchiAM1810.1109/BDCAT.2018.00020https://doi.org/10.1109/BDCAT.2018.00020https://dblp.org/rec/conf/bdc/YamaguchiAM18URL#2521132Tao YanChongzhao HanChengnan WangA Positive Approximation Set Based Accelerating Approach for Condition Attribute Reduction.BDCAT198-2052018Conference and Workshop Papersclosedconf/bdc/YanHW1810.1109/BDCAT.2018.00032https://doi.org/10.1109/BDCAT.2018.00032https://dblp.org/rec/conf/bdc/YanHW18URL#2521133Hui YuYasunori OwadaMasato OguchiA Decentralized SNS System Based on XMPP with Connection Control in Large-Scale Disasters.BDCAT81-862018Conference and Workshop Papersclosedconf/bdc/YuOO1810.1109/BDCAT.2018.00018https://doi.org/10.1109/BDCAT.2018.00018https://dblp.org/rec/conf/bdc/YuOO18URL#2521134Alwin Yaoxian ZhangSean Shao Wei LamNan Liu 0003Yan PangLing Ling ChanPhua Hwee TangDevelopment of a Radiology Decision Support System for the Classification of MRI Brain Scans.BDCAT107-1152018Conference and Workshop Papersclosedconf/bdc/ZhangLLPCT1810.1109/BDCAT.2018.00021https://doi.org/10.1109/BDCAT.2018.00021https://dblp.org/rec/conf/bdc/ZhangLLPCT18URL#2521135Qidong ZhangYan TangZequan GuoTingting WuLi XuXiaofeng Gao 0001Adaptive General Event Popularity Analysis on Streaming Data.BDCAT116-1252018Conference and Workshop Papersclosedconf/bdc/ZhangTGWXG1810.1109/BDCAT.2018.00022https://doi.org/10.1109/BDCAT.2018.00022https://dblp.org/rec/conf/bdc/ZhangTGWXG18URL#25211365th IEEE/ACM International Conference on Big Data Computing Applications and Technologies, BDCAT 2018, Zurich, Switzerland, December 17-20, 2018BDCATIEEE Computer Society2018Editorshipconf/bdc/2018https://ieeexplore.ieee.org/xpl/conhome/8603671/proceedinghttps://dblp.org/rec/conf/bdc/2018URL#2682307Tariq AbdullahAhmed AhmetGenomics Analyser: A Big Data Framework for Analysing Genomics Data.BDCAT189-1972017Conference and Workshop Papersclosedconf/bdc/AbdullahA1710.1145/3148055.3148072https://doi.org/10.1145/3148055.3148072https://dblp.org/rec/conf/bdc/AbdullahA17URL#2881069Dabiah Ahmed AlboaneenHuaglory TianfieldYan Zhang 0047Glowworm Swarm Optimisation for Training Multi-Layer Perceptrons.BDCAT131-1382017Conference and Workshop Papersclosedconf/bdc/AlboaneenTZ1710.1145/3148055.3148075https://doi.org/10.1145/3148055.3148075https://dblp.org/rec/conf/bdc/AlboaneenTZ17URL#2881070Rana AlnashwanHumphrey SorensenAdrian O'RiordanCathal HoareMulticlass Sentiment Classification of Online Health Forums using Both Domain-independent and Domain-specific Features.BDCAT75-832017Conference and Workshop Papersclosedconf/bdc/AlnashwanSOH1710.1145/3148055.3148058https://doi.org/10.1145/3148055.3148058https://dblp.org/rec/conf/bdc/AlnashwanSOH17URL#2881071Aikaterini BoufeaRichard FinkersMartijn van KaauwenMark R. KramerIoannis N. AthanasiadisManaging Variant Calling Files the Big Data Way: Using HDFS and Apache Parquet.BDCAT219-2262017Conference and Workshop Papersclosedconf/bdc/BoufeaFKKA1710.1145/3148055.3148060https://doi.org/10.1145/3148055.3148060https://dblp.org/rec/conf/bdc/BoufeaFKKA17URL#2881072Benjamin BryantHamed Sari-SarrafL. Rodney LongSameer K. AntaniA Kernel Support Vector Machine Trained Using Approximate Global and Exhaustive Local Sampling.BDCAT267-2682017Conference and Workshop Papersclosedconf/bdc/BryantSLA1710.1145/3148055.3149206https://doi.org/10.1145/3148055.3149206https://dblp.org/rec/conf/bdc/BryantSLA17URL#2881073Rudraneel ChakrabortyShikharesh MajumdarPriority Based Resource Scheduling Techniques for a Resource Constrained Stream Processing System.BDCAT21-312017Conference and Workshop Papersclosedconf/bdc/ChakrabortyM1710.1145/3148055.3148066https://doi.org/10.1145/3148055.3148066https://dblp.org/rec/conf/bdc/ChakrabortyM17URL#2881074Shouwei ChenIvan RoderoUnderstanding Behavior Trends of Big Data Frameworks in Ongoing Software-Defined Cyber-Infrastructure.BDCAT199-2082017Conference and Workshop Papersclosedconf/bdc/ChenR1710.1145/3148055.3148079https://doi.org/10.1145/3148055.3148079https://dblp.org/rec/conf/bdc/ChenR17URL#2881075Riqing ChenHui Zhang 0006Large-scale 3D Reconstruction with an R-based Analysis Workflow.BDCAT85-932017Conference and Workshop Papersclosedconf/bdc/ChenZ1710.1145/3148055.3148062https://doi.org/10.1145/3148055.3148062https://dblp.org/rec/conf/bdc/ChenZ17URL#2881076Mellitus EzemeAkramul AzimQusay H. MahmoudAn Imputation-based Augmented Anomaly Detection from Large Traces of Operating System Events.BDCAT43-522017Conference and Workshop Papersclosedconf/bdc/EzemeAM1710.1145/3148055.3148076https://doi.org/10.1145/3148055.3148076https://dblp.org/rec/conf/bdc/EzemeAM17URL#2881077Cong FengErol Kevin ChartanBri-Mathias S. HodgeJie Zhang 0054Characterizing Time Series Data Diversity for Wind Forecasting.BDCAT113-1192017Conference and Workshop Papersclosedconf/bdc/FengCHZ1710.1145/3148055.3148065https://doi.org/10.1145/3148055.3148065https://dblp.org/rec/conf/bdc/FengCHZ17URL#2881078Debessay FesehayeLenin SingaraveluAmitabha BanerjeeRuijin ZhouXiaobo HuangChien-Chia ChenRajesh SomasundaranPerformance Analysis of Large Scale Distributed Systems by Ranking Dominant Features.BDCAT227-2362017Conference and Workshop Papersclosedconf/bdc/FesehayeSBZHCS1710.1145/3148055.3148070https://doi.org/10.1145/3148055.3148070https://dblp.org/rec/conf/bdc/FesehayeSBZHCS17URL#2881079Logan HallBryan HarrisErica TomesNihat AltiparmakBig Data Aware Virtual Machine Placement in Cloud Data Centers.BDCAT209-2182017Conference and Workshop Papersclosedconf/bdc/HallHTA1710.1145/3148055.3148057https://doi.org/10.1145/3148055.3148057https://dblp.org/rec/conf/bdc/HallHTA17URL#2881080Amartya HatuaTrung T. NguyenAndrew H. SungInformation Diffusion on Twitter: Pattern Recognition and Prediction of Volume, Sentiment, and Influence.BDCAT157-1672017Conference and Workshop Papersclosedconf/bdc/HatuaNS1710.1145/3148055.3148078https://doi.org/10.1145/3148055.3148078https://dblp.org/rec/conf/bdc/HatuaNS17URL#2881081Felix HeineMarius RohdePopUp-Cubing: An Algorithm to Efficiently Use Iceberg Cubes in Data Streams.BDCAT11-202017Conference and Workshop Papersclosedconf/bdc/HeineR1710.1145/3148055.3148061https://doi.org/10.1145/3148055.3148061https://dblp.org/rec/conf/bdc/HeineR17URL#2881082Siyuan Huang 0002Rui Zhang 0066Nuofei LiJiming GuoHongbo Jiang 0001Automatic Mining of Multi-granularity Temporal Regularity from Trajectory Data.BDCAT247-2542017Conference and Workshop Papersclosedconf/bdc/HuangZLGJ1710.1145/3148055.3148067https://doi.org/10.1145/3148055.3148067https://dblp.org/rec/conf/bdc/HuangZLGJ17URL#2881083Joojay HuynA Scalable Real-Time Framework for DDoS Traffic Monitoring and Characterization.BDCAT265-2662017Conference and Workshop Papersclosedconf/bdc/Huyn1710.1145/3148055.3149205https://doi.org/10.1145/3148055.3149205https://dblp.org/rec/conf/bdc/Huyn17URL#2881084M. Haseeb JavedXiaoyi LuDhabaleswar K. Panda 0001Characterization of Big Data Stream Processing Pipeline: A Case Study using Flink and Kafka.BDCAT1-102017Conference and Workshop Papersclosedconf/bdc/JavedLP1710.1145/3148055.3148068https://doi.org/10.1145/3148055.3148068https://dblp.org/rec/conf/bdc/JavedLP17URL#2881085Jun JiangXinghui ZhaoScott A. WallaceEduardo Cotilla SanchezRobert B. BassMining PMU Data Streams to Improve Electric Power System Resilience.BDCAT95-1022017Conference and Workshop Papersclosedconf/bdc/JiangZWSB1710.1145/3148055.3148082https://doi.org/10.1145/3148055.3148082https://dblp.org/rec/conf/bdc/JiangZWSB17URL#2881086Kenneth JohnsonShahper RichterQuantitative Verification of Social Media Networks: The Case Study of Twitter.BDCAT53-622017Conference and Workshop Papersclosedconf/bdc/JohnsonR1710.1145/3148055.3148063https://doi.org/10.1145/3148055.3148063https://dblp.org/rec/conf/bdc/JohnsonR17URL#2881087Hasan KurbanCan KockanMark JenneMehmet M. DalkilicCase Study: Clustering Big Stellar Data with EM.BDCAT271-2722017Conference and Workshop Papersclosedconf/bdc/KurbanKJD1710.1145/3148055.3149208https://doi.org/10.1145/3148055.3149208https://dblp.org/rec/conf/bdc/KurbanKJD17URL#2881088André PetermannMartin JunghannsErhard RahmDIMSpan: Transactional Frequent Subgraph Mining with Distributed In-Memory Dataflow Systems.BDCAT237-2462017Conference and Workshop Papersclosedconf/bdc/PetermannJR1710.1145/3148055.3148064https://doi.org/10.1145/3148055.3148064https://dblp.org/rec/conf/bdc/PetermannJR17URL#2881089Mayur PunekarQutaibah M. MalluhiYongge WangYvo DesmedtCandidate MDS Array Codes for Tolerating Three Disk Failures in RAID-7 Architectures.BDCAT33-422017Conference and Workshop Papersclosedconf/bdc/PunekarMWD1710.1145/3148055.3148056https://doi.org/10.1145/3148055.3148056https://dblp.org/rec/conf/bdc/PunekarMWD17URL#2881090Muhammad Mahbubur Rahman 0002Tim FininDeep Understanding of a Document's Structure.BDCAT63-732017Conference and Workshop Papersclosedconf/bdc/RahmanF1710.1145/3148055.3148080https://doi.org/10.1145/3148055.3148080https://dblp.org/rec/conf/bdc/RahmanF17URL#2881091Daniel Medina SadaSusan A. MengelLisaann S. GittnerHafiz Khan 0001Mario A. Pitalua RodriguezRavi VadapalliA Preliminary Investigation with Twitter to Augment CVD Exposome Research.BDCAT169-1782017Conference and Workshop Papersclosedconf/bdc/SadaMGKRV1710.1145/3148055.3148074https://doi.org/10.1145/3148055.3148074https://dblp.org/rec/conf/bdc/SadaMGKRV17URL#2881092Rongye ShiPeter SteenkisteManuela M. VelosoSecond-Order Destination Inference using Semi-Supervised Self-Training for Entry-Only Passenger Data.BDCAT255-2642017Conference and Workshop Papersclosedconf/bdc/ShiSV1710.1145/3148055.3148069https://doi.org/10.1145/3148055.3148069https://dblp.org/rec/conf/bdc/ShiSV17URL#2881093Jun SuzukiYuki HayashiMasaki KanShinya MiyakawaTakashi TakenakaTakuya ArakiMasaru KitsuregawaVictream: Computing Framework for Out-of-Core Processing on Multiple GPUs.BDCAT179-1882017Conference and Workshop Papersclosedconf/bdc/SuzukiHKMTAK1710.1145/3148055.3148059https://doi.org/10.1145/3148055.3148059https://dblp.org/rec/conf/bdc/SuzukiHKMTAK17URL#2881094Yan TangMingzheng LiWangsong WangPengcheng XuanKun GengQuality-Aware Movie Recommendation System on Big Data.BDCAT273-2742017Conference and Workshop Papersclosedconf/bdc/TangLWXG1710.1145/3148055.3149209https://doi.org/10.1145/3148055.3149209https://dblp.org/rec/conf/bdc/TangLWXG17URL#2881095Johnny TorresCarmen VacaCristina L. AbadWhat Ignites a Reply?: Characterizing Conversations in Microblogs.BDCAT149-1562017Conference and Workshop Papersclosedconf/bdc/TorresVA1710.1145/3148055.3148071https://doi.org/10.1145/3148055.3148071https://dblp.org/rec/conf/bdc/TorresVA17URL#2881096Juan J. VillalobosIvan RoderoManish ParasharAn Unsupervised Approach for Online Detection and Mitigation of High-Rate DDoS Attacks Based on an In-Memory Distributed Graph Using Streaming Data and Analytics.BDCAT103-1122017Conference and Workshop Papersclosedconf/bdc/VillalobosRP1710.1145/3148055.3148077https://doi.org/10.1145/3148055.3148077https://dblp.org/rec/conf/bdc/VillalobosRP17URL#2881097Jonathan WangKesheng WuAlex SimSeongwook HwangboFeature Engineering and Classification Models for Partial Discharge Events in Power Transformers.BDCAT269-2702017Conference and Workshop Papersclosedconf/bdc/WangWSH1710.1145/3148055.3149270https://doi.org/10.1145/3148055.3149270https://dblp.org/rec/conf/bdc/WangWSH17URL#2881098Muhammad Usman YaseenAshiq AnjumNick AntonopoulosModeling and Analysis of a Deep Learning Pipeline for Cloud based Video Analytics.BDCAT121-1302017Conference and Workshop Papersclosedconf/bdc/YaseenAA1710.1145/3148055.3148081https://doi.org/10.1145/3148055.3148081https://dblp.org/rec/conf/bdc/YaseenAA17URL#2881099Jing Yuan 0002Weili Wu 0001Yi Li 0030Ding-Zhu DuActive Friending in Online Social Networks.BDCAT139-1482017Conference and Workshop Papersclosedconf/bdc/YuanWLD1710.1145/3148055.3148073https://doi.org/10.1145/3148055.3148073https://dblp.org/rec/conf/bdc/YuanWLD17URL#2881100Ashiq AnjumAlan SillXinghui ZhaoMohsen M. FaridShrideep PallickaraJiannong Cao 0001Proceedings of the Fourth IEEE/ACM International Conference on Big Data Computing, Applications and Technologies, BDCAT 2017, Austin, TX, USA, December 05 - 08, 2017BDCATACM2017Editorshipconf/bdc/201710.1145/3148055https://doi.org/10.1145/3148055https://dblp.org/rec/conf/bdc/2017URL#3034185Arjun P. AthreyaKee Yuan NgiamZhaojing LuoE. Shyong TaiZbigniew KalbarczykRavishankar K. IyerTowards longitudinal analysis of a population's electronic health records using factor graphs.BDCAT79-862016Conference and Workshop Papersclosedconf/bdc/AthreyaNLTKI1610.1145/3006299.3006309https://doi.org/10.1145/3006299.3006309https://dblp.org/rec/conf/bdc/AthreyaNLTKI16URL#3210056Ahsan Javed AwanVladimir VlassovMats BrorssonEduard AyguadéNode architecture implications for in-memory data analytics on scale-in clusters.BDCAT237-2462016Conference and Workshop Papersclosedconf/bdc/AwanVBA1610.1145/3006299.3006319https://doi.org/10.1145/3006299.3006319https://dblp.org/rec/conf/bdc/AwanVBA16URL#3210057Mohammed N. Ba-HutairZaher Al AghbariIbrahim KamelSocial community detection based on node distance and interest.BDCAT274-2892016Conference and Workshop Papersclosedconf/bdc/Ba-HutairAK1610.1145/3006299.3006342https://doi.org/10.1145/3006299.3006342https://dblp.org/rec/conf/bdc/Ba-HutairAK16URL#3210058Mohammed BahjaMark LycettIdentifying patient experience from online resources via sentiment analysis and topic modelling.BDCAT94-992016Conference and Workshop Papersclosedconf/bdc/BahjaL1610.1145/3006299.3006335https://doi.org/10.1145/3006299.3006335https://dblp.org/rec/conf/bdc/BahjaL16URL#3210059Marco CavalloCarmelo PolitoGiuseppe Di ModicaOrazio TomarchioH2F: a hierarchical hadoop framework for big data processing in geo-distributed environments.BDCAT27-352016Conference and Workshop Papersclosedconf/bdc/CavalloPMT1610.1145/3006299.3006320https://doi.org/10.1145/3006299.3006320https://dblp.org/rec/conf/bdc/CavalloPMT16URL#3210060Yi ChenBehzad BordbarDRESS: a rule engine on spark for event stream processing.BDCAT46-512016Conference and Workshop Papersclosedconf/bdc/ChenB1610.1145/3006299.3006326https://doi.org/10.1145/3006299.3006326https://dblp.org/rec/conf/bdc/ChenB16URL#3210061Francisco J. Clemente-CastellóBogdan NicolaeRafael Mayo 0002Juan Carlos Fernández 0002M. Mustafa RafiqueOn exploiting data locality for iterative mapreduce applications in hybrid clouds.BDCAT118-1222016Conference and Workshop Papersclosedconf/bdc/Clemente-Castello1610.1145/3006299.3006329https://doi.org/10.1145/3006299.3006329https://dblp.org/rec/conf/bdc/Clemente-Castello16URL#3210062Christophe CourtinMiguel TomasenaA benchmarking platform for analyzing corpora of traces: the recognition of the users' involvement in fields of competencies.BDCAT178-1862016Conference and Workshop Papersclosedconf/bdc/CourtinT1610.1145/3006299.3006303https://doi.org/10.1145/3006299.3006303https://dblp.org/rec/conf/bdc/CourtinT16URL#3210063Phuong-Hanh DuHai-Dang PhamNgoc-Hoa NguyenOptimizing the shortest path query on large-scale dynamic directed graph.BDCAT210-2162016Conference and Workshop Papersclosedconf/bdc/DuPN1610.1145/3006299.3006321https://doi.org/10.1145/3006299.3006321https://dblp.org/rec/conf/bdc/DuPN16URL#3210064Manxing DuRadu StateMats BrorssonTigran AvanesovBehavior profiling for mobile advertising.BDCAT302-3072016Conference and Workshop Papersclosedconf/bdc/DuSBA1610.1145/3006299.3006339https://doi.org/10.1145/3006299.3006339https://dblp.org/rec/conf/bdc/DuSBA16URL#3210065Mariam Malak FahmyIman ElghandourMagdy H. NagiCoS-HDFS: co-locating geo-distributed spatial data in hadoop distributed file system.BDCAT123-1322016Conference and Workshop Papersclosedconf/bdc/FahmyEN1610.1145/3006299.3006314https://doi.org/10.1145/3006299.3006314https://dblp.org/rec/conf/bdc/FahmyEN16URL#3210066Patrick O. GlaunerJorge Augusto MeiraLautaro DolbergRadu StateFranck BettingerYves RangoniNeighborhood features help detecting non-technical losses in big data sets.BDCAT253-2612016Conference and Workshop Papersclosedconf/bdc/GlaunerMDSBR1610.1145/3006299.3006310https://doi.org/10.1145/3006299.3006310https://dblp.org/rec/conf/bdc/GlaunerMDSBR16URL#3210067Shashank GugnaniXiaoyi LuDhabaleswar K. Panda 0001Performance characterization of hadoop workloads on SR-IOV-enabled virtualized InfiniBand clusters.BDCAT36-452016Conference and Workshop Papersclosedconf/bdc/GugnaniLP1610.1145/3006299.3006313https://doi.org/10.1145/3006299.3006313https://dblp.org/rec/conf/bdc/GugnaniLP16URL#3210068Jingcai GuoAn improved incremental training approach for large scaled dataset based on support vector machine.BDCAT149-1572016Conference and Workshop Papersclosedconf/bdc/Guo1610.1145/3006299.3006307https://doi.org/10.1145/3006299.3006307https://dblp.org/rec/conf/bdc/Guo16URL#3210069Aqsa HameedSaqib AliRoger Les CottrellBebo WhiteApplying big data warehousing and visualization techniques on pingER data.BDCAT67-722016Conference and Workshop Papersclosedconf/bdc/HameedACW1610.1145/3006299.3006337https://doi.org/10.1145/3006299.3006337https://dblp.org/rec/conf/bdc/HameedACW16URL#3210070Mohamed HassaanIman ElghandourA real-time big data analysis framework on a CPU/GPU heterogeneous cluster: a meteorological application case study.BDCAT168-1772016Conference and Workshop Papersclosedconf/bdc/HassaanE1610.1145/3006299.3006304https://doi.org/10.1145/3006299.3006304https://dblp.org/rec/conf/bdc/HassaanE16URL#3210071Jie HouYa Zhang 0002Xiao Gu 0001Synergy and antagonism in online advertising.BDCAT293-3012016Conference and Workshop Papersclosedconf/bdc/HouZG1610.1145/3006299.3006328https://doi.org/10.1145/3006299.3006328https://dblp.org/rec/conf/bdc/HouZG16URL#3210072Tim KieferDirk HabichWolfgang LehnerPenalized graph partitioning based allocation strategy for database-as-a-service systems.BDCAT200-2092016Conference and Workshop Papersclosedconf/bdc/KieferHL1610.1145/3006299.3006300https://doi.org/10.1145/3006299.3006300https://dblp.org/rec/conf/bdc/KieferHL16URL#3210073Billy Pik Lik LauTanmay ChaturvediBenny Kai Kiat NgKai Li 0002Marakkalage S. HasalaChau YuenSpatial and temporal analysis of urban space utilization with renewable wireless sensor network.BDCAT133-1422016Conference and Workshop Papersclosedconf/bdc/LauCNLHY1610.1145/3006299.3006308https://doi.org/10.1145/3006299.3006308https://dblp.org/rec/conf/bdc/LauCNLHY16URL#3210074Linh LeJie HaoYing XieJennifer L. PriestleyDeep kernel: learning kernel function from data using deep neural network.BDCAT1-72016Conference and Workshop Papersclosedconf/bdc/LeHXP1610.1145/3006299.3006312https://doi.org/10.1145/3006299.3006312https://dblp.org/rec/conf/bdc/LeHXP16URL#3210075Jian Li 0032Guanjun LiuChangjun JiangChunGang YanA hybrid method of recommending POIs based on context and personal preference confidence.BDCAT287-2922016Conference and Workshop Papersclosedconf/bdc/LiLJY1610.1145/3006299.3006330https://doi.org/10.1145/3006299.3006330https://dblp.org/rec/conf/bdc/LiLJY16URL#3210076Christina LiomaBirger LarsenWei Lu 0019Yong Huang 0008A study of factuality, objectivity and relevance: three desiderata in large-scale information retrieval?BDCAT107-1172016Conference and Workshop Papersclosedconf/bdc/LiomaLLH1610.1145/3006299.3006315https://doi.org/10.1145/3006299.3006315https://dblp.org/rec/conf/bdc/LiomaLLH16URL#3210077Chris W. MuelderRobert FarisKwan-Liu MaA visual analytics approach to author name disambiguation.BDCAT52-602016Conference and Workshop Papersclosedconf/bdc/MuelderFM1610.1145/3006299.3006302https://doi.org/10.1145/3006299.3006302https://dblp.org/rec/conf/bdc/MuelderFM16URL#3210078Mehnuma Tabassum OmarK. M. Azharul HasanA scalable storage system for structured data based on higher order index array.BDCAT247-2522016Conference and Workshop Papersclosedconf/bdc/OmarH1610.1145/3006299.3006333https://doi.org/10.1145/3006299.3006333https://dblp.org/rec/conf/bdc/OmarH16URL#3210079Abdul Razaq 0001Huaglory TianfieldPeter BarrieA big data analytics based approach to anomaly detection.BDCAT187-1932016Conference and Workshop Papersclosedconf/bdc/RazaqTB1610.1145/3006299.3006317https://doi.org/10.1145/3006299.3006317https://dblp.org/rec/conf/bdc/RazaqTB16URL#3210080Salman SalloumJoshua Zhexue HuangYu-Lin HeEmpirical analysis of asymptotic ensemble learning for big data.BDCAT8-172016Conference and Workshop Papersclosedconf/bdc/SalloumHH1610.1145/3006299.3006306https://doi.org/10.1145/3006299.3006306https://dblp.org/rec/conf/bdc/SalloumHH16URL#3210081Vinutha Magal ShreenathSebastiaan A. MeijerSpatial big data for designing large scale infrastructure: a case-study of electrical road systems.BDCAT143-1482016Conference and Workshop Papersclosedconf/bdc/ShreenathM1610.1145/3006299.3006334https://doi.org/10.1145/3006299.3006334https://dblp.org/rec/conf/bdc/ShreenathM16URL#3210082Amir SinaeepourfardJordi Garcia 0001Xavier Masip-BruinEva Marín-TorderaTowards a comprehensive data lifecycle model for big data environments.BDCAT100-1062016Conference and Workshop Papersclosedconf/bdc/SinaeepourfardG1610.1145/3006299.3006311https://doi.org/10.1145/3006299.3006311https://dblp.org/rec/conf/bdc/SinaeepourfardG16URL#3210083Qing Sun 0004Jianwei Niu 0002Zhong YaoDongmin QiuResearch on semantic orientation classification of chinese online product reviews based on multi-aspect sentiment analysis.BDCAT262-2672016Conference and Workshop Papersclosedconf/bdc/SunNYQ1610.1145/3006299.3006325https://doi.org/10.1145/3006299.3006325https://dblp.org/rec/conf/bdc/SunNYQ16URL#3210084Anne M. TallJun Wang 0001Dezhi HanSurvey of data intensive computing technologies application to to security log data management.BDCAT268-2732016Conference and Workshop Papersclosedconf/bdc/TallWH1610.1145/3006299.3006336https://doi.org/10.1145/3006299.3006336https://dblp.org/rec/conf/bdc/TallWH16URL#3210085Ying XiePooja ChennaJing (Selena) HeLinh LeJacey PlanteenVisualization of big high dimensional data in a three dimensional space.BDCAT61-662016Conference and Workshop Papersclosedconf/bdc/XieCHLP1610.1145/3006299.3006340https://doi.org/10.1145/3006299.3006340https://dblp.org/rec/conf/bdc/XieCHLP16URL#3210086Chunxiao XingShunyao WuFengjing ShaoRencheng SunDisease gene discovery of single-gene disorders based on complex network.BDCAT87-932016Conference and Workshop Papersclosedconf/bdc/XingWSS1610.1145/3006299.3006316https://doi.org/10.1145/3006299.3006316https://dblp.org/rec/conf/bdc/XingWSS16URL#3210087Zhenglong YanWenjian LuoChenyang BuLi NiClustering spatial data by the neighbors intersection and the density difference.BDCAT217-2262016Conference and Workshop Papersclosedconf/bdc/YanLBN1610.1145/3006299.3006332https://doi.org/10.1145/3006299.3006332https://dblp.org/rec/conf/bdc/YanLBN16URL#3210088Muhammad Usman YaseenAshiq AnjumNick AntonopoulosSpatial frequency based video stream analysis for object classification and recognition in clouds.BDCAT18-262016Conference and Workshop Papersclosedconf/bdc/YaseenAA1610.1145/3006299.3006322https://doi.org/10.1145/3006299.3006322https://dblp.org/rec/conf/bdc/YaseenAA16URL#3210089Linlin YouBige TunçerSAPAM: a scalable "activities in places" analysis mechanism for informed place design.BDCAT158-1672016Conference and Workshop Papersclosedconf/bdc/YouT1610.1145/3006299.3006301https://doi.org/10.1145/3006299.3006301https://dblp.org/rec/conf/bdc/YouT16URL#3210090Bo Yuan 0004Lu Liu 0001Nick AntonopoulosEfficient service discovery in decentralized online social networks.BDCAT73-782016Conference and Workshop Papersclosedconf/bdc/YuanLA1610.1145/3006299.3006338https://doi.org/10.1145/3006299.3006338https://dblp.org/rec/conf/bdc/YuanLA16URL#3210091Jingjiao ZhangJiaqing FuChunhong ZhangXin KeZheng Hu 0001Not too late to identify potential churners: early churn prediction in telecommunication industry.BDCAT194-1992016Conference and Workshop Papersclosedconf/bdc/ZhangFZKH1610.1145/3006299.3006324https://doi.org/10.1145/3006299.3006324https://dblp.org/rec/conf/bdc/ZhangFZKH16URL#3210092Guoying ZhangMin HeHao Wu 0010Guanghui CaiJianhong GeNon-negative multiple matrix factorization with social similarity for recommender systems.BDCAT280-2862016Conference and Workshop Papersclosedconf/bdc/ZhangHWCG1610.1145/3006299.3006323https://doi.org/10.1145/3006299.3006323https://dblp.org/rec/conf/bdc/ZhangHWCG16URL#3210093Jie ZhouYanyan ShenSumin LiLinpeng HuangNVHT: an efficient key-value storage library for non-volatile memory.BDCAT227-2362016Conference and Workshop Papersclosedconf/bdc/ZhouSLH1610.1145/3006299.3006318https://doi.org/10.1145/3006299.3006318https://dblp.org/rec/conf/bdc/ZhouSLH16URL#3210094Ashiq AnjumXinghui ZhaoProceedings of the 3rd IEEE/ACM International Conference on Big Data Computing, Applications and Technologies, BDCAT 2016, Shanghai, China, December 6-9, 2016BDCATACM2016Editorshipconf/bdc/201610.1145/3006299https://doi.org/10.1145/3006299https://dblp.org/rec/conf/bdc/2016URL#3358677Ahmad AhmadovMaik ThieleJulian EberiusWolfgang LehnerRobert WrembelTowards a Hybrid Imputation Approach Using Web Tables.BDC21-302015Conference and Workshop Papersclosedconf/bdc/AhmadovTELW1510.1109/BDC.2015.38https://doi.org/10.1109/BDC.2015.38https://dblp.org/rec/conf/bdc/AhmadovTELW15URL#3519276Kenneth BloomTommaso BoccaliBrian BockelmanDaniel C. BradleySridhara DasuJeff DostFederica FanzagoIgor SfiligoiAlja Mrak TadelMatevz TadelCarl VuosaloFrank WürthweinAvi YagilMarián ZvadaAny Data, Any Time, Anywhere: Global Data Access for Science.BDC85-912015Conference and Workshop Papersclosedconf/bdc/BloomBBBDDFSTTV1510.1109/BDC.2015.33https://doi.org/10.1109/BDC.2015.33https://dblp.org/rec/conf/bdc/BloomBBBDDFSTTV15URL#3519277Marco CapucciniLars CarlssonUlf NorinderOla SpjuthConformal Prediction in Spark: Large-Scale Machine Learning with Confidence.BDC61-672015Conference and Workshop Papersclosedconf/bdc/CapucciniCNS1510.1109/BDC.2015.35https://doi.org/10.1109/BDC.2015.35https://dblp.org/rec/conf/bdc/CapucciniCNS15URL#3519278Jeremy DebattistaChristoph Lange 0002Simon ScerriSören AuerLinked 'Big' Data: Towards a Manifold Increase in Big Data Value and Veracity.BDC92-982015Conference and Workshop Papersclosedconf/bdc/Debattista0SA1510.1109/BDC.2015.34https://doi.org/10.1109/BDC.2015.34https://dblp.org/rec/conf/bdc/Debattista0SA15URL#3519279Julian EberiusKatrin BraunschweigMarkus HentschMaik ThieleAhmad AhmadovWolfgang LehnerBuilding the Dresden Web Table Corpus: A Classification Approach.BDC41-502015Conference and Workshop Papersclosedconf/bdc/EberiusBHTAL1510.1109/BDC.2015.30https://doi.org/10.1109/BDC.2015.30https://dblp.org/rec/conf/bdc/EberiusBHTAL15URL#3519280Sergio HernándezJoaquin EzpeletaSebastiaan J. van ZelstWil M. P. van der AalstAssessing Process Discovery Scalability in Data Intensive Environments.BDC99-1042015Conference and Workshop Papersclosedconf/bdc/HernandezEZA1510.1109/BDC.2015.31https://doi.org/10.1109/BDC.2015.31https://dblp.org/rec/conf/bdc/HernandezEZA15URL#3519281Ashwin Kumar T. KK. M. GeorgeJohnson P. ThomasAn Empirical Approach to Detection of Topic Bubbles in Tweets.BDC31-402015Conference and Workshop Papersclosedconf/bdc/KGT1510.1109/BDC.2015.36https://doi.org/10.1109/BDC.2015.36https://dblp.org/rec/conf/bdc/KGT15URL#3519282Matthew MalensekSangmi Lee PallickaraShrideep PallickaraAlleviation of Disk I/O Contention in Virtualized Settings for Data-Intensive Computing.BDC1-102015Conference and Workshop Papersclosedconf/bdc/MalensekPP1510.1109/BDC.2015.32https://doi.org/10.1109/BDC.2015.32https://dblp.org/rec/conf/bdc/MalensekPP15URL#3519283Ansar RafiqueDimitri Van LanduytBert LagaisseWouter JoosenPolicy-Driven Data Management Middleware for Multi-cloud Storage in Multi-tenant SaaS.BDC78-842015Conference and Workshop Papersclosedconf/bdc/RafiqueLLJ1510.1109/BDC.2015.39https://doi.org/10.1109/BDC.2015.39https://dblp.org/rec/conf/bdc/RafiqueLLJ15URL#3519284Iman SadooghiKe Wang 0012Dharmit PatelDongfang Zhao 0001Tonglin LiShiva SrivastavaIoan RaicuFaBRiQ: Leveraging Distributed Hash Tables towards Distributed Publish-Subscribe Message Queues.BDC11-202015Conference and Workshop Papersclosedconf/bdc/SadooghiWPZLSR1510.1109/BDC.2015.42https://doi.org/10.1109/BDC.2015.42https://dblp.org/rec/conf/bdc/SadooghiWPZLSR15URL#3519285Andreas WilkeWolfgang GerlachTravis HarrisonTobias PaczianWei Tang 0001William L. TrimbleJared WilkeningNarayan DesaiFolker MeyerShock: Active Storage for Multicloud Streaming Data Analysis.BDC68-722015Conference and Workshop Papersclosedconf/bdc/WilkeGHPTTWDM1510.1109/BDC.2015.40https://doi.org/10.1109/BDC.2015.40https://dblp.org/rec/conf/bdc/WilkeGHPTTWDM15URL#3519286Justin M. WozniakKyle ChardBen BlaiszikRay OsbornMichael WildeIan T. FosterBig Data Remote Access Interfaces for Light Source Science.BDC51-602015Conference and Workshop Papersclosedconf/bdc/WozniakCBOWF1510.1109/BDC.2015.37https://doi.org/10.1109/BDC.2015.37https://dblp.org/rec/conf/bdc/WozniakCBOWF15URL#3519287Chenyang XuYanjie ChenQin LiuWeixiong RaoHong MinGong SuA Unified Computation Engine for Big Data Analytics.BDC73-772015Conference and Workshop Papersclosedconf/bdc/XuCLRMS1510.1109/BDC.2015.41https://doi.org/10.1109/BDC.2015.41https://dblp.org/rec/conf/bdc/XuCLRMS15URL#3519288Ioan RaicuOmer F. RanaRajkumar Buyya2nd IEEE/ACM International Symposium on Big Data Computing, BDC 2015, Limassol, Cyprus, December 7-10, 2015BDCIEEE Computer Society2015Editorshipconf/bdc/2015https://ieeexplore.ieee.org/xpl/conhome/7406204/proceedinghttps://dblp.org/rec/conf/bdc/2015URL#3667087Jong Hoon AhnnA Practical Approach to Scalable Big Data Computing for the Personalization of Services at Samsung.BDC64-732014Conference and Workshop Papersclosedconf/bdc/Ahnn1410.1109/BDC.2014.11https://doi.org/10.1109/BDC.2014.11https://dblp.org/rec/conf/bdc/Ahnn14URL#3817169Pablo Fuentes 0001José Luis BosqueRamón BeivideMateo ValeroCyriel MinkenbergCharacterizing the Communication Demands of the Graph500 Benchmark on a Commodity Cluster.BDC83-892014Conference and Workshop Papersclosedconf/bdc/FuentesBBVM1410.1109/BDC.2014.16https://doi.org/10.1109/BDC.2014.16https://dblp.org/rec/conf/bdc/FuentesBBVM14URL#3817170Said Jai-AndaloussiAboulaite MohamedNabil MadraneAbderrahim SekkakiSoccer Video Summarization Using Video Content Analysis and Social Media Streams.BDC1-72014Conference and Workshop Papersclosedconf/bdc/Jai-AndaloussiM1410.1109/BDC.2014.20https://doi.org/10.1109/BDC.2014.20https://dblp.org/rec/conf/bdc/Jai-AndaloussiM14URL#3817171Joarder Mohammad Mustafa KamalM. Manzur MurshedMohamed Medhat GaberProgressive Data Stream Mining and Transaction Classification for Workload-Aware Incremental Database Repartitioning.BDC8-152014Conference and Workshop Papersclosedconf/bdc/KamalMG1410.1109/BDC.2014.8https://doi.org/10.1109/BDC.2014.8https://dblp.org/rec/conf/bdc/KamalMG14URL#3817172Vassilis KoliasIoannis AnagnostopoulosEleftherios KayafasA Covering Classification Rule Induction Approach for Big Datasets.BDC45-532014Conference and Workshop Papersclosedconf/bdc/KoliasAK1410.1109/BDC.2014.17https://doi.org/10.1109/BDC.2014.17https://dblp.org/rec/conf/bdc/KoliasAK14URL#3817173Jared KoontzMatthew MalensekSangmi Lee PallickaraGeoLens: Enabling Interactive Visual Analytics over Large-Scale, Multidimensional Geospatial Datasets.BDC35-442014Conference and Workshop Papersclosedconf/bdc/KoontzMP1410.1109/BDC.2014.12https://doi.org/10.1109/BDC.2014.12https://dblp.org/rec/conf/bdc/KoontzMP14URL#3817174Eileen KuehnMax FischerChristopher Jung 0002Andreas PetzoldAchim StreitMonitoring Data Streams at Process Level in Scientific Big Data Batch Clusters.BDC90-952014Conference and Workshop Papersclosedconf/bdc/KuehnFJPS1410.1109/BDC.2014.21https://doi.org/10.1109/BDC.2014.21https://dblp.org/rec/conf/bdc/KuehnFJPS14URL#3817175Raghavendra KunePramodkumar KonugurthiArun AgarwalChillarige Raghavendra RaoRajkumar BuyyaGenetic Algorithm Based Data-Aware Group Scheduling for Big Data Clouds.BDC96-1042014Conference and Workshop Papersclosedconf/bdc/KuneKARB1410.1109/BDC.2014.15https://doi.org/10.1109/BDC.2014.15https://dblp.org/rec/conf/bdc/KuneKARB14URL#3817176Parisa LakBora ÇaglayanAyse Basar BenerThe Impact of Basic Matrix Factorization Refinements on Recommendation Accuracy.BDC105-1122014Conference and Workshop Papersclosedconf/bdc/LakCB1410.1109/BDC.2014.19https://doi.org/10.1109/BDC.2014.19https://dblp.org/rec/conf/bdc/LakCB14URL#3817177Arkaitz Ruiz-AlvarezMarty HumphreyToward Optimal Resource Provisioning for Cloud MapReduce and Hybrid Cloud Applications.BDC74-822014Conference and Workshop Papersclosedconf/bdc/Ruiz-AlvarezH1410.1109/BDC.2014.14https://doi.org/10.1109/BDC.2014.14https://dblp.org/rec/conf/bdc/Ruiz-AlvarezH14URL#3817178Brian SchmidtDionysios KountanisAla I. Al-FuqahaA Biologically-Inspired Approach to Network Traffic Classification for Resource-Constrained Systems.BDC113-1182014Conference and Workshop Papersclosedconf/bdc/SchmidtKA1410.1109/BDC.2014.13https://doi.org/10.1109/BDC.2014.13https://dblp.org/rec/conf/bdc/SchmidtKA14URL#3817179Blesson VargheseAdam BarkerAre Clouds Ready to Accelerate Ad Hoc Financial Simulations?BDC54-632014Conference and Workshop Papersclosedconf/bdc/VargheseB1410.1109/BDC.2014.9https://doi.org/10.1109/BDC.2014.9https://dblp.org/rec/conf/bdc/VargheseB14URL#3817180Jianwu Wang 0001Yan TangMai H. NguyenIlkay AltintasA Scalable Data Science Workflow Approach for Big Data Bayesian Network Learning.BDC16-252014Conference and Workshop Papersclosedconf/bdc/WangTNA1410.1109/BDC.2014.10https://doi.org/10.1109/BDC.2014.10https://dblp.org/rec/conf/bdc/WangTNA14URL#3817181Justin M. WozniakHemant SharmaTimothy G. ArmstrongMichael WildeJonathan D. AlmerIan T. FosterBig Data Staging with MPI-IO for Interactive X-ray Science.BDC26-342014Conference and Workshop Papersclosedconf/bdc/WozniakSAWAF1410.1109/BDC.2014.18https://doi.org/10.1109/BDC.2014.18https://dblp.org/rec/conf/bdc/WozniakSAWAF14URL#38171821st IEEE/ACM International Symposium on Big Data Computing, BDC 2014, London, UK, December 8-11, 2014BDCIEEE Computer Society2014Editorshipconf/bdc/2014https://ieeexplore.ieee.org/xpl/conhome/7312651/proceedinghttps://dblp.org/rec/conf/bdc/2014URL#3961364