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Books and Theses
- 2019
[b1]Ariyam Das:
Declarative Frameworks and Optimization Techniques for Developing Scalable Advanced Analytics over Databases and Data Streams. University of California, Los Angeles, USA, 2019
Journal Articles
- 2021
- [j6]Carlo Zaniolo, Ariyam Das, Jiaqi Gu, Youfu Li, Mingda Li, Jin Wang:
Developing Big-Data Application as Queries: an Aggregate-Based approach. IEEE Data Eng. Bull. 44(2): 3-13 (2021) - [j5]Jin Wang, Jiacheng Wu, Mingda Li, Jiaqi Gu, Ariyam Das, Carlo Zaniolo:
Formal semantics and high performance in declarative machine learning using Datalog. VLDB J. 30(5): 859-881 (2021) - 2019
- [j4]Ariyam Das
, Carlo Zaniolo:
A Case for Stale Synchronous Distributed Model for Declarative Recursive Computation. Theory Pract. Log. Program. 19(5-6): 1056-1072 (2019) - 2018
- [j3]Tyson Condie, Ariyam Das, Matteo Interlandi, Alexander Shkapsky, Mohan Yang, Carlo Zaniolo:
Scaling-up reasoning and advanced analytics on BigData. Theory Pract. Log. Program. 18(5-6): 806-845 (2018) - 2017
- [j2]Carlo Zaniolo, Mohan Yang, Ariyam Das, Alexander Shkapsky, Tyson Condie, Matteo Interlandi:
Fixpoint semantics and optimization of recursive Datalog programs with aggregates. Theory Pract. Log. Program. 17(5-6): 1048-1065 (2017) - 2016
- [j1]Jasaswi Prasad Mohanty, Chittaranjan A. Mandal, Chris Reade, Ariyam Das:
Construction of minimum connected dominating set in wireless sensor networks using pseudo dominating set. Ad Hoc Networks 42: 61-73 (2016)
Conference and Workshop Papers
- 2022
- [c18]Aditi Ghosh, Anindya Priya Saha, Sananda Saha, Ariyam Das:
Promoting the Importance of Recall Visits Among Dental Patients in India Using a Semi-Autonomous AI System. dHealth 2022: 85-92 - 2021
- [c17]Youfu Li, Jin Wang, Mingda Li, Ariyam Das, Jiaqi Gu, Carlo Zaniolo:
KDDLog: Performance and Scalability in Knowledge Discovery by Declarative Queries with Aggregates. ICDE 2021: 1260-1271 - 2019
- [c16]Ariyam Das, Jin Wang, Sahil M. Gandhi, Jae Lee, Wei Wang, Carlo Zaniolo:
Learn Smart with Less: Building Better Online Decision Trees with Fewer Training Examples. IJCAI 2019: 2209-2215 - [c15]Ariyam Das, Youfu Li, Jin Wang, Mingda Li, Carlo Zaniolo:
BigData Applications from Graph Analytics to Machine Learning by Aggregates in Recursion. ICLP Technical Communications 2019: 273-279 - 2018
- [c14]Carlo Zaniolo, Mohan Yang, Matteo Interlandi, Ariyam Das, Alexander Shkapsky, Tyson Condie:
Declarative BigData Algorithms via Aggregates and Relational Database Dependencies. AMW 2018 - [c13]Ariyam Das, Sahil M. Gandhi, Carlo Zaniolo:
ASTRO: A Datalog System for Advanced Stream Reasoning. CIKM 2018: 1863-1866 - [c12]Carlo Zaniolo, Mohan Yang, Matteo Interlandi, Ariyam Das, Alexander Shkapsky, Tyson Condie:
Declarative Algorithms in Datalog with Extrema: Their Formal Semantics Simplified. ICLP (Technical Communications) 2018: 9:1-9:3 - 2017
- [c11]Shalini Ghosh, Phillip A. Porras, Vinod Yegneswaran, Ken Nitz, Ariyam Das:
ATOL: A Framework for Automated Analysis and Categorization of the Darkweb Ecosystem. AAAI Workshops 2017 - [c10]Ariyam Das, Ishan Upadhyaya, Xiangrui Meng, Ameet Talwalkar:
Collaborative Filtering as a Case-Study for Model Parallelism on Bulk Synchronous Systems. CIKM 2017: 969-977 - [c9]Shalini Ghosh, Ariyam Das, Phillip A. Porras, Vinod Yegneswaran, Ashish Gehani:
Automated Categorization of Onion Sites for Analyzing the Darkweb Ecosystem. KDD 2017: 1793-1802 - 2016
- [c8]Carlo Zaniolo, Mohan Yang, Ariyam Das, Matteo Interlandi:
The Magic of Pushing Extrema into Recursion: Simple, Powerful Datalog Programs. AMW 2016 - [c7]Ariyam Das, Carlo Zaniolo:
Fast Lossless Frequent Itemset Mining in Data Streams using Crucial Patterns. SDM 2016: 576-584 - 2015
- [c6]Wenchao Yu, Ariyam Das, Justin Wood, Wei Wang, Carlo Zaniolo, Ping Luo:
Max-Intensity: Detecting Competitive Advertiser Communities in Sponsored Search Market. ICDM 2015: 569-578 - 2013
- [c5]Ariyam Das, Harish Siddapura Ranganath:
Effective Interpretation of Bucket Testing Results through Big Data Analytics. BigData Congress 2013: 439-440 - [c4]Ariyam Das, Harish Siddapura Ranganath:
When web personalization misleads bucket testing. UEO@CIKM 2013: 17-20 - [c3]Ariyam Das, Chittaranjan A. Mandal, Chris Reade:
Determining the User Intent Behind Web Search Queries by Learning from Past User Interactions with Search Results. COMAD 2013: 135-138 - [c2]Ariyam Das, Harish Siddapura Ranganath:
Making Online BigData Small: Reducing Computation Cost and Latency in Web Analytics through Sampling. COMAD 2013: 139-142 - 2011
- [c1]Ariyam Das, Chittaranjan A. Mandal, Chris Reade, Manish Aasawat:
An improved greedy construction of minimum connected dominating sets in wireless networks. WCNC 2011: 790-795
Informal and Other Publications
- 2019
- [i5]Ariyam Das, Carlo Zaniolo:
A Case for Stale Synchronous Distributed Model for Declarative Recursive Computation. CoRR abs/1907.10278 (2019) - [i4]Carlo Zaniolo, Ariyam Das, Jiaqi Gu, Youfu Li, Mingda Li, Jin Wang:
Monotonic Properties of Completed Aggregates in Recursive Queries. CoRR abs/1910.08888 (2019) - 2018
- [i3]Manoj Reddy Dareddy, Ariyam Das, Junghoo Cho, Carlo Zaniolo:
How Much Are You Willing to Share? A "Poker-Styled" Selective Privacy Preserving Framework for Recommender Systems. CoRR abs/1806.00914 (2018) - [i2]Tyson Condie, Ariyam Das, Matteo Interlandi, Alexander Shkapsky, Mohan Yang, Carlo Zaniolo:
Scaling-Up Reasoning and Advanced Analytics on BigData. CoRR abs/1807.02957 (2018) - 2017
- [i1]Carlo Zaniolo, Mohan Yang, Matteo Interlandi, Ariyam Das, Alexander Shkapsky, Tyson Condie:
Fixpoint Semantics and Optimization of Recursive Datalog Programs with Aggregates. CoRR abs/1707.05681 (2017)
Coauthor Index
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