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ORCIDMohammed J. Zaki
Mohammed Javeed Zaki
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- affiliation: Rensselaer Polytechnic Institute, Department of Computer Science, Troy, USA
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2020 – today
- 2024
[j85]Jing Hu
, Lingfei Wu, Yu Chen, Po Hu, Mohammed J. Zaki:
GraphFlow+: Exploiting Conversation Flow in Conversational Machine Comprehension with Graph Neural Networks. Mach. Intell. Res. 21(2): 272-282 (2024)- [j84]Jonathan J. Harris, Mohammed J. Zaki:
Neural Models for Generating Natural Language Summaries from Temporal Personal Health Data. J. Heal. Informatics Res. 8(2): 370-399 (2024) - [j83]Bolun "Namir" Xia, Vipula Rawte, Aparna Gupta, Mohammed J. Zaki:
FETILDA: Evaluation Framework for Effective Representations of Long Financial Documents. ACM Trans. Knowl. Discov. Data 18(7): 182 (2024) - [j82]Qitong Wang, Georgios Kollias, Vasileios Kalantzis, Naoki Abe, Mohammed J. Zaki:
Directed Graph Transformers. Trans. Mach. Learn. Res. 2024 (2024) - [j81]Yu Chen, Lingfei Wu, Mohammed J. Zaki:
Toward Subgraph-Guided Knowledge Graph Question Generation With Graph Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 35(9): 12706-12717 (2024) - [c133]Md. Shamim Hussain, Mohammed J. Zaki, Dharmashankar Subramanian:
Triplet Interaction Improves Graph Transformers: Accurate Molecular Graph Learning with Triplet Graph Transformers. ICML 2024 - [c132]Da Yan, Ahmed Abdeen Hamed, Jake Y. Chen, Mohammed J. Zaki:
23rd International Workshop on Data Mining in Bioinformatics (BIOKDD 2024). KDD 2024: 6747-6748 - [i29]Md. Shamim Hussain, Mohammed J. Zaki, Dharmashankar Subramanian:
Triplet Interaction Improves Graph Transformers: Accurate Molecular Graph Learning with Triplet Graph Transformers. CoRR abs/2402.04538 (2024) - [i28]Fnu Mohbat, Mohammed J. Zaki:
LLaVA-Chef: A Multi-modal Generative Model for Food Recipes. CoRR abs/2408.16889 (2024) - 2023
- [j80]Diya Li, Mohammed J. Zaki, Ching-Hua Chen:
Health-guided recipe recommendation over knowledge graphs. J. Web Semant. 75: 100743 (2023) - [c131]Fnu Mohbat, Mohammed J. Zaki, Catherine Finegan-Dollak, Ashish Verma:
GVdoc - Graph-based Visual DOcument Classification. ACL (Findings) 2023: 5342-5357 - [c130]Bishwajit Saha, Dmitry Krotov, Mohammed J. Zaki, Parikshit Ram:
End-to-end Differentiable Clustering with Associative Memories. ICML 2023: 29649-29670 - [c129]Md. Shamim Hussain, Mohammed J. Zaki, Dharmashankar Subramanian:
The Information Pathways Hypothesis: Transformers are Dynamic Self-Ensembles. KDD 2023: 810-821 - [c128]Da Yan, Ariful Azad, Jie Hou, Jake Y. Chen, Mohammed J. Zaki:
22nd International Workshop on Data Mining in Bioinformatics (BIOKDD 2023). KDD 2023: 5897-5898 - [c127]Benjamin Hoover, Yuchen Liang, Bao Pham, Rameswar Panda, Hendrik Strobelt, Duen Horng Chau, Mohammed J. Zaki, Dmitry Krotov:
Energy Transformer. NeurIPS 2023 - [i27]Benjamin Hoover, Yuchen Liang, Bao Pham, Rameswar Panda, Hendrik Strobelt, Duen Horng Chau, Mohammed J. Zaki, Dmitry Krotov:
Energy Transformer. CoRR abs/2302.07253 (2023) - [i26]Fnu Mohbat, Mohammed J. Zaki, Catherine Finegan-Dollak, Ashish Verma:
GVdoc: Graph-based Visual Document Classification. CoRR abs/2305.17219 (2023) - [i25]Md. Shamim Hussain, Mohammed J. Zaki, Dharmashankar Subramanian:
The Information Pathways Hypothesis: Transformers are Dynamic Self-Ensembles. CoRR abs/2306.01705 (2023) - [i24]Bishwajit Saha, Dmitry Krotov, Mohammed J. Zaki, Parikshit Ram:
End-to-end Differentiable Clustering with Associative Memories. CoRR abs/2306.03209 (2023) - 2022
- [j79]Yuchen Liang, Dmitry Krotov, Mohammed J. Zaki:
Modern Hopfield Networks for graph embedding. Frontiers Big Data 5 (2022) - [j78]Muhammad Abulaish, Mohd Fazil, Mohammed J. Zaki:
Domain-Specific Keyword Extraction Using Joint Modeling of Local and Global Contextual Semantics. ACM Trans. Knowl. Discov. Data 16(4): 70:1-70:30 (2022) - [c126]Qitong Wang, Mohammed J. Zaki:
HG2Vec: Improved Word Embeddings from Dictionary and Thesaurus Based Heterogeneous Graph. COLING 2022: 3154-3163 - [c125]Diya Li, Mohammed J. Zaki:
Food Knowledge Representation Learning with Adversarial Substitution. AACL/IJCNLP (1) 2022: 653-664 - [c124]Md. Shamim Hussain, Mohammed J. Zaki, Dharmashankar Subramanian:
Global Self-Attention as a Replacement for Graph Convolution. KDD 2022: 655-665 - [c123]Da Yan, Catia Pesquita, Carsten Görg, Jake Y. Chen, Mohammed J. Zaki:
21th International Workshop on Data Mining in Bioinformatics (BIOKDD 2022). KDD 2022: 4910-4911 - [c122]Nidhi Rastogi, Sharmishtha Dutta, Alex Gittens, Mohammed J. Zaki, Charu C. Aggarwal:
TINKER: A framework for Open source Cyberthreat Intelligence. TrustCom 2022: 1569-1574 - [i23]Bolun "Namir" Xia, Vipula D. Rawte, Mohammed J. Zaki, Aparna Gupta:
FETILDA: An Effective Framework For Fin-tuned Embeddings For Long Financial Text Documents. CoRR abs/2206.06952 (2022) - [i22]Jonathan J. Harris, Mohammed J. Zaki:
Towards Neural Numeric-To-Text Generation From Temporal Personal Health Data. CoRR abs/2207.05194 (2022) - [i21]Yuchen Liang, Dmitry Krotov, Mohammed J. Zaki:
Associative Learning for Network Embedding. CoRR abs/2208.14376 (2022) - 2021
- [j77]Eman A. Maghawry, Tarek F. Gharib, Rasha M. Ismail, Mohammed J. Zaki:
An Efficient Heartbeats Classifier Based on Optimizing Convolutional Neural Network Model. IEEE Access 9: 153266-153275 (2021) - [j76]Jonathan J. Harris, Ching-Hua Chen, Mohammed J. Zaki:
A Framework for Generating Summaries from Temporal Personal Health Data. ACM Trans. Comput. Heal. 2(3): 21:1-21:43 (2021) - [c121]Jonathan J. Harris, Deborah L. McGuinness, Marco Monti, Oshani Seneviratne, Mohammed J. Zaki, Ching-Hua Chen:
Enhancing Clinical Relevance of Health Behavior Insights via Semantics. AMIA 2021 - [c120]Diya Li, Mohammed J. Zaki, Ching-Hua Chen:
Nutrition Guided Recipe Search via Pre-trained Recipe Embeddings. ICDE Workshops 2021: 20-23 - [c119]Yuchen Liang, Chaitanya K. Ryali, Benjamin Hoover, Leopold Grinberg, Saket Navlakha, Mohammed J. Zaki, Dmitry Krotov:
Can a Fruit Fly Learn Word Embeddings? ICLR 2021 - [c118]Da Yan, Steve Qin, Debswapna Bhattacharya, Jake Y. Chen, Mohammed J. Zaki:
20th International Workshop on Data Mining in Bioinformatics (BIOKDD 2021). KDD 2021: 4175-4176 - [c117]Yu Chen, Ananya Subburathinam, Ching-Hua Chen, Mohammed J. Zaki:
Personalized Food Recommendation as Constrained Question Answering over a Large-scale Food Knowledge Graph. WSDM 2021: 544-552 - [i20]Yu Chen, Ananya Subburathinam, Ching-Hua Chen, Mohammed J. Zaki:
Personalized Food Recommendation as Constrained Question Answering over a Large-scale Food Knowledge Graph. CoRR abs/2101.01775 (2021) - [i19]Yuchen Liang, Chaitanya K. Ryali, Benjamin Hoover, Leopold Grinberg, Saket Navlakha, Mohammed J. Zaki, Dmitry Krotov:
Can a Fruit Fly Learn Word Embeddings? CoRR abs/2101.06887 (2021) - [i18]Nidhi Rastogi, Sharmishtha Dutta, Mohammed J. Zaki, Alex Gittens, Charu C. Aggarwal:
TINKER: A framework for Open source Cyberthreat Intelligence. CoRR abs/2102.05571 (2021) - [i17]Md. Shamim Hussain, Mohammed J. Zaki, Dharmashankar Subramanian:
Edge-augmented Graph Transformers: Global Self-attention is Enough for Graphs. CoRR abs/2108.03348 (2021) - [i16]Yuchen Liang, Mohammed J. Zaki:
Keyphrase Extraction Using Neighborhood Knowledge Based on Word Embeddings. CoRR abs/2111.07198 (2021) - 2020
- [j75]Muhammad Abulaish, Ashraf Kamal, Mohammed J. Zaki:
A Survey of Figurative Language and Its Computational Detection in Online Social Networks. ACM Trans. Web 14(1): 3:1-3:52 (2020) - [c116]Yu Chen, Ching-Hua Chen, Mohammed J. Zaki:
Combining User Preferences and Health Needs in Personalized Food Recommendation. AMIA 2020 - [c115]Yu Chen, Lingfei Wu, Mohammed J. Zaki:
Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation. ICLR 2020 - [c114]Yu Chen, Lingfei Wu, Mohammed J. Zaki:
GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for Conversational Machine Comprehension. IJCAI 2020: 1230-1236 - [c113]Diya Li, Mohammed J. Zaki:
RECIPTOR: An Effective Pretrained Model for Recipe Representation Learning. KDD 2020: 1719-1727 - [c112]Yu Chen, Lingfei Wu, Mohammed J. Zaki:
Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings. NeurIPS 2020 - [c111]Vipula Rawte, Aparna Gupta, Mohammed J. Zaki:
A Comparative Analysis of Temporal Long Text Similarity: Application to Financial Documents. MIDAS@PKDD/ECML 2020: 77-91 - [d3]Arlei Silva, Wagner Meira Jr., Mohammed J. Zaki:
Graphs and Attributes used for the attribute-structure correlation pattern mining. Zenodo, 2020
- [d2]Mohammed J. Zaki:
Datasets for Itemset, Sequence and Tree Mining. Zenodo, 2020 - [d1]Mohammed J. Zaki, Nilothpal Talukder:
Protein Graphs Dataset from PDB. Zenodo, 2020 - [i15]Jonathan J. Harris, Ching-Hua Chen, Mohammed J. Zaki:
A Framework for Generating Explanations from Temporal Personal Health Data. CoRR abs/2003.09530 (2020) - [i14]Nidhi Rastogi, Mohammed J. Zaki:
Personal Health Knowledge Graphs for Patients. CoRR abs/2004.00071 (2020) - [i13]Yu Chen, Lingfei Wu, Mohammed J. Zaki:
Toward Subgraph Guided Knowledge Graph Question Generation with Graph Neural Networks. CoRR abs/2004.06015 (2020) - [i12]Nidhi Rastogi, Sharmishtha Dutta, Mohammed J. Zaki, Alex Gittens, Charu C. Aggarwal:
MALOnt: An Ontology for Malware Threat Intelligence. CoRR abs/2006.11446 (2020) - [i11]Yu Chen, Lingfei Wu, Mohammed J. Zaki:
Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings. CoRR abs/2006.13009 (2020)
2010 – 2019
- 2019
- [c110]Rodrigo L. Cardoso, Wagner Meira Jr., Virgílio A. F. Almeida, Mohammed J. Zaki:
A Framework for Benchmarking Discrimination-Aware Models in Machine Learning. AIES 2019: 437-444 - [c109]Yu Chen, Lingfei Wu, Mohammed J. Zaki:
Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases. NAACL-HLT (1) 2019: 2913-2923 - [c108]Steven Haussmann, Oshani Seneviratne, Yu Chen, Yarden Ne'eman, James V. Codella, Ching-Hua Chen, Deborah L. McGuinness, Mohammed J. Zaki:
FoodKG: A Semantics-Driven Knowledge Graph for Food Recommendation. ISWC (2) 2019: 146-162 - [c107]Steven Haussmann, Yu Chen, Oshani Seneviratne, Nidhi Rastogi, James V. Codella, Ching-Hua Chen, Deborah L. McGuinness, Mohammed J. Zaki:
FoodKG Enabled Q&A Application. ISWC (Satellites) 2019: 273-276 - [i10]Yu Chen, Lingfei Wu, Mohammed J. Zaki:
Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases. CoRR abs/1903.02188 (2019) - [i9]Yu Chen, Lingfei Wu, Mohammed J. Zaki:
GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for Conversational Machine Comprehension. CoRR abs/1908.00059 (2019) - [i8]Yu Chen, Lingfei Wu, Mohammed J. Zaki:
Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation. CoRR abs/1908.04942 (2019) - [i7]Yu Chen, Lingfei Wu, Mohammed J. Zaki:
Natural Question Generation with Reinforcement Learning Based Graph-to-Sequence Model. CoRR abs/1910.08832 (2019) - [i6]Yu Chen, Lingfei Wu, Mohammed J. Zaki:
Deep Iterative and Adaptive Learning for Graph Neural Networks. CoRR abs/1912.07832 (2019) - 2018
- [j74]Xin Gao, Jake Y. Chen, Mohammed J. Zaki:
Multiscale and Multimodal Analysis for Computational Biology. IEEE ACM Trans. Comput. Biol. Bioinform. 15(6): 1951-1952 (2018) - [c106]Mohamed Elshrif, Stefano Giovanni Rizzo, Franz D. Betz, Dragos D. Margineantu, Mohammed J. Zaki, Saniav Chawla:
Embeddings for the Identification of Aircraft Faults (MERIT). ICPHM 2018: 1-8 - [c105]Vipula Rawte, Aparna Gupta, Mohammed J. Zaki:
Analysis of year-over-year changes in Risk Factors Disclosure in 10-K filings. DSMM@SIGMOD 2018: 8:1-8:4 - [c104]Louiqa Raschid, Douglas Burdick, John Grant, Joe Langsam, Jay Pujara, Elizabeth Roman, Ian Soboroff, Mohammed J. Zaki, Elena Zotkina:
Financial Entity Identification and Information Integration (FEIII) 2018 Challenge: The Report of the Organizing Committee. DSMM@SIGMOD 2018: 9:1-9:3 - [c103]Vipula Rawte, Aparna Gupta, Mohammed J. Zaki:
Using supervised learning techniques for entity relationships. DSMM@SIGMOD 2018: 13:1-13:2 - [e26]Alfredo Cuzzocrea, James Allan, Norman W. Paton, Divesh Srivastava, Rakesh Agrawal, Andrei Z. Broder, Mohammed J. Zaki, K. Selçuk Candan, Alexandros Labrinidis, Assaf Schuster, Haixun Wang:
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018. ACM 2018, ISBN 978-1-4503-6014-2 [contents] - [r2]Mohammed J. Zaki:
Closed Itemset Mining and Nonredundant Association Rule Mining. Encyclopedia of Database Systems (2nd ed.) 2018 - 2017
- [j73]Abdoulaye Baniré Diallo, Engelbert Mephu Nguifo, Mohammed J. Zaki:
Preface: Selected Papers from the Workshop Bioinformatics and Artificial Intelligence Joined with the International Joint Conference on Artificial Intelligence. J. Comput. Biol. 24(8): 733 (2017) - [c102]Yu Chen, Mohammed J. Zaki:
KATE: K-Competitive Autoencoder for Text. KDD 2017: 85-94 - [c101]Eslam Hussein, Abdurrahman Ghanem, Vinícius Vitor dos Santos Dias, Carlos H. C. Teixeira, Ghadeer AbuOda, Marco Serafini, Georgos Siganos, Gianmarco De Francisci Morales, Ashraf Aboulnaga, Mohammed J. Zaki:
Graph Data Mining with Arabesque. SIGMOD Conference 2017: 1647-1650 - [c100]Yu Chen, Rhaad M. Rabbani, Aparna Gupta, Mohammed J. Zaki:
Comparative text analytics via topic modeling in banking. SSCI 2017: 1-8 - [e25]Wajdi Dhifli, Abdoulaye Baniré Diallo, Engelbert Mephu Nguifo, Mohammed Javeed Zaki:
Proceedings of the Workshop on Advances in Bioinformatics and Artificial Intelligence: Bridging the Gap co-located with 26th International Joint Conference on Artificial Intelligence (IJCAI 2017), Melbourne, Australia, August 20, 2017. CEUR Workshop Proceedings 1942, CEUR-WS.org 2017 [contents] - [i5]Yu Chen, Mohammed J. Zaki:
KATE: K-Competitive Autoencoder for Text. CoRR abs/1705.02033 (2017) - 2016
- [j72]Geng Li, Mohammed J. Zaki:
Sampling frequent and minimal boolean patterns: theory and application in classification. Data Min. Knowl. Discov. 30(1): 181-225 (2016) - [j71]Nilothpal Talukder, Mohammed J. Zaki:
A distributed approach for graph mining in massive networks. Data Min. Knowl. Discov. 30(5): 1024-1052 (2016) - [c99]Nilothpal Talukder, Mohammed J. Zaki:
Parallel graph mining with dynamic load balancing. IEEE BigData 2016: 3352-3359 - [c98]Divy Agrawal, Sanjay Chawla, Ahmed K. Elmagarmid, Zoi Kaoudi, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Nan Tang, Mohammed J. Zaki:
Road to Freedom in Big Data Analytics. EDBT 2016: 479-484 - [c97]Divy Agrawal, Mouhamadou Lamine Ba, Laure Berti-Équille, Sanjay Chawla, Ahmed K. Elmagarmid, Hossam Hammady, Yasser Idris, Zoi Kaoudi, Zuhair Khayyat, Sebastian Kruse, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Nan Tang, Mohammed J. Zaki:
Rheem: Enabling Multi-Platform Task Execution. SIGMOD Conference 2016: 2069-2072 - [c96]Aparna Gupta, Majeed Simaan, Mohammed J. Zaki:
Investigating bank failures using text mining. SSCI 2016: 1-8 - [c95]Luam C. Totti, Prasenjit Mitra, Mourad Ouzzani, Mohammed J. Zaki:
A Query-oriented Approach for Relevance in Citation Networks. WWW (Companion Volume) 2016: 401-406 - [e24]Abdoulaye Baniré Diallo, Engelbert Mephu Nguifo, Mohammed J. Zaki:
Proceedings of the Workshop on Advances in Bioinformatics and Artificial Intelligence: Bridging the Gap co-located with 25th International Joint Conference on Artificial Intelligence (IJCAI 2016), New-York, USA, July 11, 2016. CEUR Workshop Proceedings 1718, CEUR-WS.org 2016 [contents] - 2015
- [j70]Gessé Dafé, Adriano Veloso, Mohammed J. Zaki, Wagner Meira Jr.:
Learning sequential classifiers from long and noisy discrete-event sequences efficiently. Data Min. Knowl. Discov. 29(6): 1685-1708 (2015) - [j69]Sarath Chandra Janga, Dongxiao Zhu, Jake Y. Chen, Mohammed J. Zaki:
Knowledge Discovery Using Big Data in Biomedical Systems. IEEE ACM Trans. Comput. Biol. Bioinform. 12(4): 726-728 (2015) - [c94]Carlos H. C. Teixeira, Alexandre J. Fonseca, Marco Serafini, Georgos Siganos, Mohammed J. Zaki, Ashraf Aboulnaga:
Arabesque: a system for distributed graph mining. SOSP 2015: 425-440 - [e23]Jake Yue Chen, Mohammed J. Zaki, Tamer Kahveci, Saeed Salem, Mehmet Koyutürk:
Proceedings of the Eighth International C* Conference on Computer Science & Software Engineering, Yokohama, Japan, July 13-15, 2015. ACM 2015, ISBN 978-1-4503-3419-8 [contents] - [i4]Carlos H. C. Teixeira, Alexandre J. Fonseca, Marco Serafini, Georgos Siganos, Mohammed J. Zaki, Ashraf Aboulnaga:
Arabesque: A System for Distributed Graph Mining - Extended version. CoRR abs/1510.04233 (2015) - 2014
- [b1]Mohammed J. Zaki, Wagner Meira Jr.:
Data Mining and Analysis: Fundamental Concepts and Algorithms. Cambridge University Press 2014, ISBN 9780521766333 - [c93]Renê Rodrigues Veloso, Loïc Cerf, Wagner Meira Jr., Mohammed J. Zaki:
Reachability Queries in Very Large Graphs: A Fast Refined Online Search Approach. EDBT 2014: 511-522 - [c92]Robert Kessl, Nilothpal Talukder, Pranay Anchuri, Mohammed J. Zaki:
Parallel Graph Mining with GPUs. BigMine 2014: 1-16 - [e22]Mohammed Javeed Zaki, Zoran Obradovic, Pang-Ning Tan, Arindam Banerjee, Chandrika Kamath, Srinivasan Parthasarathy:
Proceedings of the 2014 SIAM International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014. SIAM 2014, ISBN 978-1-61197-344-0 [contents] - 2013
- [j68]Apirak Hoonlor, Boleslaw K. Szymanski, Mohammed J. Zaki:
Trends in computer science research. Commun. ACM 56(10): 74-83 (2013) - [c91]Arlei Silva, Sara Guimarães, Wagner Meira Jr., Mohammed Javeed Zaki:
ProfileRank: finding relevant content and influential users based on information diffusion. SNAKDD 2013: 2:1-2:9 - [c90]Pranay Anchuri, Mohammed J. Zaki, Omer Barkol, Shahar Golan, Moshe Shamy:
Approximate graph mining with label costs. KDD 2013: 518-526 - [c89]Geng Li, Stephan Günnemann, Mohammed J. Zaki:
Stochastic subspace search for top-k multi-view clustering. MultiClust@KDD 2013: 3 - [p5]Chandan K. Reddy, Mohammad Al Hasan, Mohammed J. Zaki:
Clustering Biological Data. Data Clustering: Algorithms and Applications 2013: 381-414 - [e21]Gaurav Pandey, Huzefa Rangwala, George Karypis, Jake Yue Chen, Mohammed Javeed Zaki:
Proceedings of the 12th International Workshop on Data Mining in Bioinformatics, BioKDD 2013, Chicago, IL, USA, August 11, 2013. ACM 2013, ISBN 978-1-4503-2327-7 [contents] - [i3]Hilmi Yildirim, Vineet Chaoji, Mohammed J. Zaki:
DAGGER: A Scalable Index for Reachability Queries in Large Dynamic Graphs. CoRR abs/1301.0977 (2013) - 2012
- [j67]Hélio Marcos Paz de Almeida, Dorgival Olavo Guedes Neto, Wagner Meira Jr., Mohammed J. Zaki:
Towards a Better Quality Metric for Graph Cluster Evaluation. J. Inf. Data Manag. 3(3): 378-393 (2012) - [j66]Pranay Anchuri, Mohammed J. Zaki, Omer Barkol, Ruth Bergman, Yifat Felder, Shahar Golan, Arik Sityon:
Graph mining for discovering infrastructure patterns in configuration management databases. Knowl. Inf. Syst. 33(3): 491-522 (2012) - [j65]Arlei Silva, Wagner Meira Jr., Mohammed J. Zaki:
Mining Attribute-structure Correlated Patterns in Large Attributed Graphs. Proc. VLDB Endow. 5(5): 466-477 (2012) - [j64]Geng Li, Murat Semerci, Bülent Yener, Mohammed J. Zaki:
Effective graph classification based on topological and label attributes. Stat. Anal. Data Min. 5(4): 265-283 (2012) - [j63]Mohammad Al Hasan, Jun Huan, Jake Yue Chen, Mohammed J. Zaki:
Biological knowledge discovery and data mining. Sci. Program. 20(1): 1-2 (2012) - [j62]Hilmi Yildirim, Vineet Chaoji, Mohammed J. Zaki:
GRAIL: a scalable index for reachability queries in very large graphs. VLDB J. 21(4): 509-534 (2012) - [c88]Glívia Angélica Rodrigues Barbosa, Ismael Santana Silva, Mohammed Javeed Zaki, Wagner Meira Jr., Raquel O. Prates, Adriano Veloso:
Characterizing the effectiveness of twitter hashtags to detect and track online population sentiment. CHI Extended Abstracts 2012: 2621-2626 - [c87]Geng Li, Mohammed J. Zaki:
Sampling minimal frequent boolean (DNF) patterns. KDD 2012: 87-95 - [p4]Mohammed J. Zaki:
A Journey in Pattern Mining. Journeys to Data Mining 2012: 231-241 - [e20]Xue-wen Chen, Guy Lebanon, Haixun Wang, Mohammed J. Zaki:
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012. ACM 2012, ISBN 978-1-4503-1156-4 [contents] - [e19]Mohammed Javeed Zaki, Arno Siebes, Jeffrey Xu Yu, Bart Goethals, Geoffrey I. Webb, Xindong Wu:
12th IEEE International Conference on Data Mining, ICDM 2012, Brussels, Belgium, December 10-13, 2012. IEEE Computer Society 2012, ISBN 978-1-4673-4649-8 [contents] - [e18]Jilles Vreeken, Charles Ling, Mohammed Javeed Zaki, Arno Siebes, Jeffrey Xu Yu, Bart Goethals, Geoffrey I. Webb, Xindong Wu:
12th IEEE International Conference on Data Mining Workshops, ICDM Workshops, Brussels, Belgium, December 10, 2012. IEEE Computer Society 2012, ISBN 978-1-4673-5164-5 [contents] - [e17]Tamer Kahveci, Saeed Salem, Mehmet Koyutürk, Jake Yue Chen, Mohammed J. Zaki:
Proceedings of the 11th International Workshop on Data Mining in Bioinformatics, BIOKDD 2012, Beijing, China, August 12, 2012. ACM 2012, ISBN 978-1-4503-1552-4 [contents] - [i2]