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2020 – today
- 2022
- [j31]Herodotos Herodotou, Panos K. Chrysanthis, Shimin Chen, Meichun Hsu, Khuzaima Daudjee, Yingjun Wu, Constantinos Costa:
Introduction to the special issue on self‑managing and hardware‑optimized database systems 2020. Distributed Parallel Databases 40(1): 1-3 (2022) - 2020
- [j30]Shimin Chen, Panos K. Chrysanthis, Khuzaima Daudjee, Meichun Hsu, Mohammad Sadoghi:
Introduction to the special issue on Self-managing and Hardware-Optimized Database Systems 2019. Distributed Parallel Databases 38(4): 767-769 (2020)
2010 – 2019
- 2019
- [j29]Meichun Hsu, Alfons Kemper, Timos Sellis:
Special Section on the International Conference on Data Engineering 2016. IEEE Trans. Knowl. Data Eng. 31(1): 1-2 (2019) - 2016
- [j28]Edward Ma, Vishrut Gupta, Meichun Hsu, Indrajit Roy:
dmapply: A functional primitive to express distributed machine learning algorithms in R. Proc. VLDB Endow. 9(13): 1293-1304 (2016) - [c113]Hongkun Yu, Jingbo Shang, Meichun Hsu, Malú Castellanos, Jiawei Han:
Data-Driven Contextual Valence Shifter Quantification for Multi-Theme Sentiment Analysis. CIKM 2016: 939-948 - [c112]Qian Lin, Carlos Ceja Limon, Meichun Hsu, Yongqiang Mou, Min Xu:
Face Search in a Big Data System. IMAWM 2016: 1-5 - [c111]Jeff LeFevre, Rui Liu, Cornelio Inigo, Lupita Paz, Edward Ma, Malú Castellanos, Meichun Hsu:
Building the Enterprise Fabric for Big Data with Vertica and Spark Integration. SIGMOD Conference 2016: 63-75 - [c110]Choudur Lakshminarayan, Ram Kosuru, Meichun Hsu:
Modeling Complex Clickstream Data by Stochastic Models: Theory and Methods. WWW (Companion Volume) 2016: 879-884 - 2015
- [j27]Qiming Chen, Meichun Hsu:
Cut-and-Rewind: Extending Query Engine for Continuous Stream Analytics. Trans. Large Scale Data Knowl. Centered Syst. 21: 94-114 (2015) - [c109]Alekh Jindal, Samuel Madden, Malú Castellanos, Meichun Hsu:
Graph analytics using vertica relational database. IEEE BigData 2015: 1191-1200 - [c108]Shreya Prasad, Arash Fard, Vishrut Gupta, Jorge Martinez, Jeff LeFevre, Vincent Xu, Meichun Hsu, Indrajit Roy:
Large-scale Predictive Analytics in Vertica: Fast Data Transfer, Distributed Model Creation, and In-database Prediction. SIGMOD Conference 2015: 1657-1668 - 2014
- [c107]Sebastian Mittelstädt, Ming C. Hao, Umeshwar Dayal, Meichun Hsu, Joseph Terdiman, Daniel A. Keim:
Advanced visual analytics interfaces for adverse drug event detection. AVI 2014: 237-244 - [c106]Qiming Chen, Meichun Hsu, Malú Castellanos:
Backtrack-Based and Window-Oriented Optimistic Failure Recovery in Distributed Stream Processing. BIRTE 2014: 38-64 - [i1]Alekh Jindal, Samuel Madden, Malú Castellanos, Meichun Hsu:
Graph Analytics using the Vertica Relational Database. CoRR abs/1412.5263 (2014) - 2013
- [j26]Qiming Chen, Meichun Hsu, Malú Castellanos:
Fault Tolerant Distributed Stream Processing based on Backtracking. Int. J. Networked Distributed Comput. 1(4): 226-238 (2013) - [j25]Ming C. Hao, Christian Rohrdantz, Halldor Janetzko, Daniel A. Keim, Umeshwar Dayal, Lars-Erik Haug, Meichun Hsu, Florian Stoffel:
Visual sentiment analysis of customer feedback streams using geo-temporal term associations. Inf. Vis. 12(3-4): 273-290 (2013) - [j24]Qiming Chen, Meichun Hsu:
Open Streaming Operation Patterns. Trans. Large Scale Data Knowl. Centered Syst. 12: 83-104 (2013) - [c105]Zhiyuan Chen, Arjun Mukherjee, Bing Liu, Meichun Hsu, Malú Castellanos, Riddhiman Ghosh:
Discovering coherent topics using general knowledge. CIKM 2013: 209-218 - [c104]Hyun Duk Kim, Malú Castellanos, Meichun Hsu, ChengXiang Zhai, Thomas A. Rietz, Daniel Diermeier:
Mining causal topics in text data: iterative topic modeling with time series feedback. CIKM 2013: 885-890 - [c103]Hyun Duk Kim, Malú Castellanos, Meichun Hsu, ChengXiang Zhai, Umeshwar Dayal, Riddhiman Ghosh:
Compact explanatory opinion summarization. CIKM 2013: 1697-1702 - [c102]Fei Chen, Meichun Hsu:
A performance comparison of parallel DBMSs and MapReduce on large-scale text analytics. EDBT 2013: 613-624 - [c101]Zhiyuan Chen, Arjun Mukherjee, Bing Liu, Meichun Hsu, Malú Castellanos, Riddhiman Ghosh:
Exploiting Domain Knowledge in Aspect Extraction. EMNLP 2013: 1655-1667 - [c100]Matthias J. Sax, Malú Castellanos, Qiming Chen, Meichun Hsu:
Performance optimization for distributed intra-node-parallel streaming systems. ICDE Workshops 2013: 62-69 - [c99]Alkis Simitsis, Kevin Wilkinson, Umeshwar Dayal, Meichun Hsu:
HFMS: Managing the lifecycle and complexity of hybrid analytic data flows. ICDE 2013: 1174-1185 - [c98]Matthias J. Sax, Malú Castellanos, Qiming Chen, Meichun Hsu:
Aeolus: An optimizer for distributed intra-node-parallel streaming systems. ICDE 2013: 1280-1283 - [c97]Craig P. Sayers, Meichun Hsu:
Extracting interesting related context-dependent concepts from social media streams using temporal distributions. ICDE 2013: 1308-1311 - [c96]Hyun Duk Kim, Danila Nikitin, ChengXiang Zhai, Malú Castellanos, Meichun Hsu:
Information Retrieval with Time Series Query. ICTIR 2013: 14 - [c95]Geli Fei, Arjun Mukherjee, Bing Liu, Meichun Hsu, Malú Castellanos, Riddhiman Ghosh:
Exploiting Burstiness in Reviews for Review Spammer Detection. ICWSM 2013 - [c94]Zhiyuan Chen, Arjun Mukherjee, Bing Liu, Meichun Hsu, Malú Castellanos, Riddhiman Ghosh:
Leveraging Multi-Domain Prior Knowledge in Topic Models. IJCAI 2013: 2071-2077 - [c93]Arjun Mukherjee, Abhinav Kumar, Bing Liu, Junhui Wang, Meichun Hsu, Malú Castellanos, Riddhiman Ghosh:
Spotting opinion spammers using behavioral footprints. KDD 2013: 632-640 - [c92]Zhiyuan Chen, Bing Liu, Meichun Hsu, Malú Castellanos, Riddhiman Ghosh:
Identifying Intention Posts in Discussion Forums. HLT-NAACL 2013: 1041-1050 - [c91]Hyun Duk Kim, Malú Castellanos, Meichun Hsu, ChengXiang Zhai, Umeshwar Dayal, Riddhiman Ghosh:
Ranking explanatory sentences for opinion summarization. SIGIR 2013: 1069-1072 - [c90]Craig P. Sayers, Alkis Simitsis, Georgia Koutrika, Alejandro Guerrero Gonzalez, David Tamez Cantu, Meichun Hsu:
The farm: where pig scripts are bred and raised. SIGMOD Conference 2013: 1025-1028 - [c89]Qiming Chen, Meichun Hsu, Malú Castellanos:
Backtrack-Based Failure Recovery in Distributed Stream Processing. SNPD 2013: 261-266 - [c88]Ming C. Hao, Manish Marwah, Sebastian Mittelstädt, Halldór Janetzko, Daniel A. Keim, Umeshwar Dayal, Cullen E. Bash, Carlos J. Felix, Chandrakant D. Patel, Meichun Hsu, Yuan Chen, Michael Hund:
Visual analytics of cyber physical data streams using spatio-temporal radial pixel visualization. Visualization and Data Analysis 2013: 865404 - 2012
- [c87]Meichun Hsu:
Live Analytics Service Platform. BIRTE 2012: 109-117 - [c86]Hyun Duk Kim, ChengXiang Zhai, Thomas A. Rietz, Daniel Diermeier, Meichun Hsu, Malú Castellanos, Carlos Ceja Limon:
InCaToMi: integrative causal topic miner between textual and non-textual time series data. CIKM 2012: 2689-2691 - [c85]Geli Fei, Bing Liu, Meichun Hsu, Malú Castellanos, Riddhiman Ghosh:
A Dictionary-Based Approach to Identifying Aspects Implied by Adjectives for Opinion Mining. COLING (Posters) 2012: 309-318 - [c84]Qiming Chen, Meichun Hsu:
A New Paradigm for Collaborating Distributed Query Engines. DaWaK 2012: 417-430 - [c83]Qiming Chen, Meichun Hsu, Ren Wu, Jerry Z. Shan:
R-Proxy Framework for In-DB Data-Parallel Analytics. DEXA (2) 2012: 266-280 - [c82]Malú Castellanos, Meichun Hsu, Umeshwar Dayal, Riddhiman Ghosh, Mohamed Dekhil, Carlos Ceja Limon, Marcial Puchi, Perla Ruiz:
Intention insider: discovering people's intentions in the social channel. EDBT 2012: 614-617 - [c81]Qiming Chen, Meichun Hsu:
Open Execution Engines of Stream Analysis Operations. Globe 2012: 75-87 - [c80]Qiming Chen, Meichun Hsu:
Stream-join revisited in the context of epoch-based SQL continuous query. IDEAS 2012: 130-138 - [c79]Ming C. Hao, Manish Marwah, Sebastian Mittelstädt, Halldór Janetzko, Daniel A. Keim, Umeshwar Dayal, Cullen E. Bash, Carlos J. Felix, Chandrakant D. Patel, Meichun Hsu, Yuan Chen:
Exploring cyber physical data streams using Radial Pixel Visualizations. IEEE VAST 2012: 225-226 - [c78]Ming C. Hao, Christian Rohrdantz, Halldór Janetzko, Daniel A. Keim, Umeshwar Dayal, Lars-Erik Haug, Meichun Hsu:
Integrating sentiment analysis and term associations with geo-temporal visualizations on customer feedback streams. Visualization and Data Analysis 2012: 82940H - 2011
- [c77]Qiming Chen, Meichun Hsu, Ren Wu:
MemcacheSQL A Scale-Out SQL Cache Engine. BIRTE 2011: 23-37 - [c76]Qiming Chen, Meichun Hsu, Bin Zhang:
The Fix-Point Method for Discrete Events Simulation Using SQL and UDF. DEXA (2) 2011: 162-170 - [c75]Qiming Chen, Meichun Hsu, Hans Zeller:
Experience in Continuous analytics as a Service (CaaaS). EDBT 2011: 509-514 - [c74]Qiming Chen, Meichun Hsu:
Query Engine Grid for Executing SQL Streaming Process. Globe 2011: 95-107 - [c73]Qiming Chen, Ren Wu, Meichun Hsu, Bin Zhang:
Extend core UDF framework for GPU-enabled analytical query evaluation. IDEAS 2011: 143-151 - [c72]Ming C. Hao, Christian Rohrdantz, Halldor Janetzko, Umeshwar Dayal, Daniel A. Keim, Lars-Erik Haug, Meichun Hsu:
Visual sentiment analysis on twitter data streams. IEEE VAST 2011: 277-278 - [c71]Qiming Chen, Meichun Hsu:
SQL Streaming Process in Query Engine Net. OTM Conferences (1) 2011: 403-411 - [c70]Qiming Chen, Meichun Hsu:
Continuous Access to Cloud Event Services with Event Pipe Queries. OTM Conferences (2) 2011: 525-541 - [c69]Malú Castellanos, Umeshwar Dayal, Meichun Hsu, Riddhiman Ghosh, Mohamed Dekhil, Yue Lu, Lei Zhang, Mark Schreiman:
LCI: a social channel analysis platform for live customer intelligence. SIGMOD Conference 2011: 1049-1058 - [c68]Malú Castellanos, Riddhiman Ghosh, Yue Lu, Lei Zhang, Perla Ruiz, Mohamed Dekhil, Umeshwar Dayal, Meichun Hsu:
LivePulse: tapping social media for sentiments in real-time. WWW (Companion Volume) 2011: 193-196 - 2010
- [j23]Meichun Hsu, Yuhong Xiong:
Scalable information extraction for web queries. Int. J. Comput. Sci. Eng. 5(3/4): 176-184 (2010) - [c67]Malú Castellanos, Umeshwar Dayal, Meichun Hsu:
Live Business Intelligence for the Real-Time Enterprise. From Active Data Management to Event-Based Systems and More 2010: 325-336 - [c66]Qiming Chen, Meichun Hsu:
Experience in Extending Query Engine for Continuous Analytics. DaWak 2010: 190-202 - [c65]Qiming Chen, Meichun Hsu:
SFL: A Structured Dataflow Language Based on SQL and FP. DEXA (1) 2010: 306-314 - [c64]Qiming Chen, Meichun Hsu:
Scale Out Parallel and Distributed CDR Stream Analytics. Globe 2010: 124-136 - [c63]Qiming Chen, Meichun Hsu:
Continuous MapReduce for In-DB Stream Analytics. OTM Workshops 2010: 16-34 - [c62]Qiming Chen, Meichun Hsu:
Data Stream Analytics as Cloud Service for Mobile Applications. OTM Conferences (2) 2010: 709-726 - [c61]Ren Wu, Bin Zhang, Meichun Hsu, Qiming Chen:
GPU-Accelerated Predicate Evaluation on Column Store. WAIM 2010: 570-581 - [c60]Meichun Hsu, Qiming Chen, Ren Wu, Bin Zhang, Hans Zeller:
Generalized UDF for Analytics Inside Database Engine. WAIM 2010: 742-754
2000 – 2009
- 2009
- [c59]Qiming Chen, Meichun Hsu, Rui Liu:
Extend UDF Technology for Integrated Analytics. DaWaK 2009: 256-270 - [c58]Qiming Chen, Meichun Hsu, Rui Liu, Weihong Wang:
Scaling-Up and Speeding-Up Video Analytics Inside Database Engine. DEXA 2009: 244-254 - [c57]Qiming Chen, Qinghu Li, Meichun Hsu, Tao Yu:
An In-Database Streaming Solution to Multi-camera Fusion. Globe 2009: 136-149 - [c56]Qiming Chen, Andy Therber, Meichun Hsu, Hans Zeller, Bin Zhang, Ren Wu:
Efficiently support MapReduce-like computation models inside parallel DBMS. IDEAS 2009: 43-53 - [c55]Qiming Chen, Meichun Hsu, Rui Liu, Tao Yu, Qinghu Li, Weihong Wang:
Operational BI platform for video analytics. MEDES 2009: 180-187 - [c54]Qiming Chen, Meichun Hsu:
Cooperating SQL Dataflow Processes for In-DB Analytics. OTM Conferences (1) 2009: 389-397 - 2008
- [c53]Meichun Hsu, Qiming Chen:
Scalable Data-Intensive Analytics. BIRTE 2008: 97-107 - [c52]Qiming Chen, Meichun Hsu:
User Defined Partitioning - Group Data Based on Computation Model. DaWaK 2008: 389-401 - [c51]Qiming Chen, Meichun Hsu:
SQL TVF Controlling Forms - Express Structured Parallel Data Intensive Computing. DEXA 2008: 106-115 - [c50]Qiming Chen, Meichun Hsu:
Correlated Query Process and P2P Execution. Globe 2008: 82-92 - [c49]Qiming Chen, Meichun Hsu:
Data-Continuous SQL Process Model. OTM Conferences (1) 2008: 175-192 - 2007
- [c48]Meichun Hsu:
Business Intelligence An Industrial Perspective. CIT 2007: 3 - [c47]Meichun Hsu, Yuhong Xiong:
Building a Scalable Web Query System. DNIS 2007: 322-328 - 2006
- [c46]Sang Kyun Cha, P. Anandan, Meichun Hsu, C. Mohan, Rajeev Rastogi, Vishal Sikka, Honesty C. Young:
Globalization: Challenges to Database Community. VLDB 2006: 1140 - 2005
- [e2]Ming-Chien Shan, Umeshwar Dayal, Meichun Hsu:
Technologies for E-Services, 5th International Workshop, TES 2004, Toronto, Canada, August 29-30, 2004, Revised Selected Papers. Lecture Notes in Computer Science 3324, Springer 2005, ISBN 3-540-25049-2 [contents] - 2004
- [j22]Qiming Chen, Meichun Hsu, Vinkesh Mehta:
How public conversation management integrated with local business process management. Inf. Syst. E Bus. Manag. 2(1): 111-126 (2004) - [j21]Jian Pei, Jiawei Han, Behzad Mortazavi-Asl, Jianyong Wang, Helen Pinto, Qiming Chen, Umeshwar Dayal, Meichun Hsu:
Mining Sequential Patterns by Pattern-Growth: The PrefixSpan Approach. IEEE Trans. Knowl. Data Eng. 16(11): 1424-1440 (2004) - 2003
- [c45]Symon Chang, Qiming Chen, Meichun Hsu:
Managing Security Policy in a Large Distributed Web Services Environment. COMPSAC 2003: 610-615 - [c44]Qiming Chen, Meichun Hsu, Vinkesh Mehta:
How Public Conversation Management Integrated with Local Business Process Management. CEC 2003: 199-206 - 2002
- [j20]David Burdett, Qiming Chen, Meichun Hsu:
Conductor: An Enabler for Web Services-based Business Collaboration. IEEE Data Eng. Bull. 25(4): 22-26 (2002) - [j19]Daniel A. Keim, Ming C. Hao, Umeshwar Dayal, Meichun Hsu:
Pixel bar charts: a visualization technique for very large multi-attribute data sets? Inf. Vis. 1(1): 20-34 (2002) - [c43]Qiming Chen, Meichun Hsu:
CPM Revisited - An Architecture Comparison. OTM 2002: 72-90 - [c42]Meichun Hsu:
From Marketplaces to Web Services. WISE 2002: 7-10 - [e1]Alejandro P. Buchmann, Fabio Casati, Ludger Fiege, Meichun Hsu, Ming-Chien Shan:
Technologies for E-Services, Third International Workshop, TES 2002, Hong Kong, China, August 23-24, 2002, Proceedings. Lecture Notes in Computer Science 2444, Springer 2002, ISBN 3-540-44110-7 [contents] - 2001
- [c41]Qiming Chen, Umeshwar Dayal, Meichun Hsu:
Conceptual Modeling for Collaborative E-business Processes. ER 2001: 1-16 - [c40]Jian Pei, Jiawei Han, Behzad Mortazavi-Asl, Helen Pinto, Qiming Chen, Umeshwar Dayal, Meichun Hsu:
PrefixSpan: Mining Sequential Patterns by Prefix-Projected Growth. ICDE 2001: 215-224 - [c39]Qiming Chen, Meichun Hsu:
Inter-Enterprise Collaborative Business Process Management. ICDE 2001: 253-260 - [c38]Daniel A. Keim, Ming C. Hao, Julian Ladisch, Meichun Hsu, Umeshwar Dayal:
Pixel Bar Charts: A New Technique for Visualizing Large Multi-Attribute Data Sets without Aggregation. INFOVIS 2001: 113-120 - [c37]Qiming Chen, Meichun Hsu, Igor Kleyner:
How Agents from Different E-Commerce Enterprises Cooperate. ISADS 2001: 341-348 - [c36]Ming C. Hao, Umeshwar Dayal, Meichun Hsu, Thomas C. Sprenger, Markus H. Gross:
Visualization of directed associations in e-commerce transaction data. VisSym 2001: 185-192 - [c35]Umeshwar Dayal, Meichun Hsu, Rivka Ladin:
Business Process Coordination: State of the Art, Trends, and Open Issues. VLDB 2001: 3-13 - 2000
- [c34]Qiming Chen, Meichun Hsu, Umeshwar Dayal, Martin L. Griss:
Multi-agent cooperation, dynamic workflow and XML for e-commerce automation. Agents 2000: 255-256 - [c33]Qiming Chen, Umeshwar Dayal, Meichun Hsu:
An OLAP-based Scalable Web Access Analysis Engine. DaWaK 2000: 210-223 - [c32]Qiming Chen, Umeshwar Dayal, Meichun Hsu:
OLAP-Based Data Mining for Business Intelligence Applications in Telecommunications and E-commerce. DNIS 2000: 1-19 - [c31]Qiming Chen, Umeshwar Dayal, Meichun Hsu, Martin L. Griss:
Dynamic-Agents, Workflow and XML for E-Commerce Automation. EC-Web 2000: 314-323 - [c30]Qiming Chen, Meichun Hsu, Umeshwar Dayal:
A Data-Warehouse/OLAP Framework for Scalable Telecommunication Tandem Traffic Analysis. ICDE 2000: 201-210 - [c29]Jiawei Han, Jian Pei, Behzad Mortazavi-Asl, Qiming Chen, Umeshwar Dayal, Meichun Hsu:
FreeSpan: frequent pattern-projected sequential pattern mining. KDD 2000: 355-359 - [c28]Bin Zhang, Meichun Hsu, George Forman:
Accurate Recasting of Parameter Estimation Algorithms Using Sufficient Statistics for Efficient Parallel Speed-Up: Demonstrated for Center-Based Data Clustering Algorithms. PKDD 2000: 243-254 - [c27]Bin Zhang, Meichun Hsu, Umeshwar Dayal:
K-Harmonic Means - A Spatial Clustering Algorithm with Boosting. TSDM 2000: 31-45 - [c26]Ming C. Hao, Meichun Hsu, Umeshwar Dayal, Adrian Krug:
Web-Based Visualization of Large Hierarchical Graphs Using Invisible Links in a Hyperbolic Space. VDB 2000: 83-94 - [c25]Ming C. Hao, Umeshwar Dayal, Meichun Hsu:
Visual Data Mining for Business Intelligence Applications. Web-Age Information Management 2000: 3-14
1990 – 1999
- 1999
- [j18]Qiming Chen, Parvathi Chundi, Umeshwar Dayal, Meichun Hsu:
Dynamic Agents. Int. J. Cooperative Inf. Syst. 8(2-3): 195-224 (1999) - [c24]Qiming Chen, Umeshwar Dayal, Meichun Hsu:
A Distributed OLAP Infrastructure for E-Commerce. CoopIS 1999: 209-220 - [c23]Qiming Chen, Umeshwar Dayal, Meichun Hsu:
OLAP-based Scalable Profiling of Customer Behavior. DaWaK 1999: 55-64 - [c22]Umeshwar Dayal, Qiming Chen, Meichun Hsu:
Dynamic Data Warehousing (abstract). DaWaK 1999: 132 - [c21]Ming C. Hao, Umeshwar Dayal, Meichun Hsu, Jim Baker, Bob Deletto:
A Java-Based Visual Mining Infrastructure and Applications. INFOVIS 1999: 124-127 - 1998
- [c20]Qiming Chen, Parvathi Chundi, Umeshwar Dayal, Meichun Hsu:
Dynamic Software Agents for Business Intelligence Applications. Agents 1998: 453-454 - [c19]Qiming Chen, Parvathi Chundi, Umeshwar Dayal, Meichun Hsu:
Dynamic-Agents for Dynamic Service Provisioning. CoopIS 1998: 95-104 - 1996
- [j17]Meichun Hsu, Charly Kleissner:
ObjectFlow: Towards a Process Management Infrastructure. Distributed Parallel Databases 4(2): 169-194 (1996) - [p3]Vijay Kumar, Meichun Hsu:
Transactions and Database Processing. Performance of Concurrency Control Mechanisms in Centralized Database Systems 1996: 1-6 - [p2]Bin Zhang, Meichun Hsu:
Modeling Performance Impact of Hot Spots. Performance of Concurrency Control Mechanisms in Centralized Database Systems 1996: 148-165 - 1995
- [j16]Meichun Hsu:
Letter from the Special Issue Editor. IEEE Data Eng. Bull. 18(1): 2-3 (1995) - [p1]Hector Garcia-Molina, Meichun Hsu:
Distributed Databases.