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Derry Wijaya
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- affiliation: University of Pennsylvania, Department of Computer and Information Science
- affiliation: Carnegie Mellon University, Language Technologies Institute, Pittsburgh, PA, USA
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2020 – today
- 2024
- [c43]Afra Feyza Akyürek, Ekin Akyürek, Leshem Choshen, Derry Wijaya, Jacob Andreas:
Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability. ACL (Findings) 2024: 9802-9818 - [c42]Chenwei Cui, Amro Abdalla, Derry Wijaya, Scott Solberg, Sarah Adel Bargal:
Large Language Models for Career Readiness Prediction. AIED Companion (1) 2024: 304-311 - [c41]Ge Gao, Jongin Kim, Sejin Paik, Ekaterina Novozhilova, Yi Liu, Sarah T. Bonna, Margrit Betke, Derry Tanti Wijaya:
Enhancing Emotion Prediction in News Headlines: Insights from ChatGPT and Seq2Seq Models for Free-Text Generation. LREC/COLING 2024: 5944-5955 - [c40]Garry Kuwanto, Eno-Abasi Urua, Priscilla Amondi Amuok, Shamsuddeen Hassan Muhammad, Aremu Anuoluwapo, Verrah Otiende, Loice Emma Nanyanga, Teresiah W. Nyoike, Aniefon D. Akpan, Nsima Ab Udouboh, Idongesit Udeme Archibong, Idara Effiong Moses, Ifeoluwatayo A. Ige, Benjamin Ajibade, Olumide Benjamin Awokoya, Idris Abdulmumin, Saminu Mohammad Aliyu, Ruqayya Nasir Iro, Ibrahim Said Ahmad, Deontae Smith, Praise-EL Michaels, David Ifeoluwa Adelani, Derry Tanti Wijaya, Anietie Andy:
Mitigating Translationese in Low-resource Languages: The Storyboard Approach. LREC/COLING 2024: 11349-11360 - [c39]Tahsina Hashem, Weiqing Wang, Derry Tanti Wijaya, Mohammed Eunus Ali, Yuan-Fang Li:
Generating Faithful and Salient Text from Multimodal Data. INLG 2024: 646-662 - [i36]Afra Feyza Akyürek, Ekin Akyürek, Leshem Choshen, Derry Wijaya, Jacob Andreas:
Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability. CoRR abs/2401.08574 (2024) - [i35]Ryandito Diandaru, Lucky Susanto, Zilu Tang, Ayu Purwarianti, Derry Wijaya:
What Linguistic Features and Languages are Important in LLM Translation? CoRR abs/2402.13917 (2024) - [i34]Derry Wijaya, Brendan Callahan, John Hewitt, Jie Gao, Xiao Ling, Marianna Apidianaki, Chris Callison-Burch:
Learning Translations via Matrix Completion. CoRR abs/2406.13195 (2024) - [i33]Isidora Chara Tourni, Lei Guo, Hengchang Hu, Edward Halim, Prakash Ishwar, Taufiq Husada Daryanto, Mona Jalal, Boqi Chen, Margrit Betke, Fabian Zhafransyah, Sha Lai, Derry Tanti Wijaya:
Detecting Frames in News Headlines and Lead Images in U.S. Gun Violence Coverage. CoRR abs/2406.17213 (2024) - [i32]Lucky Susanto, Musa Izzanardi Wijanarko, Prasetia Anugrah Pratama, Traci Hong, Ika Idris, Alham Fikri Aji, Derry Wijaya:
IndoToxic2024: A Demographically-Enriched Dataset of Hate Speech and Toxicity Types for Indonesian Language. CoRR abs/2406.19349 (2024) - [i31]Ge Gao, Jongin Kim, Sejin Paik, Ekaterina Novozhilova, Yi Liu, Sarah T. Bonna, Margrit Betke, Derry Tanti Wijaya:
Enhancing Emotion Prediction in News Headlines: Insights from ChatGPT and Seq2Seq Models for Free-Text Generation. CoRR abs/2407.10091 (2024) - [i30]Garry Kuwanto, Eno-Abasi Urua, Priscilla Amondi Amuok, Shamsuddeen Hassan Muhammad, Anuoluwapo Aremu, Verrah Otiende, Loice Emma Nanyanga, Teresiah W. Nyoike, Aniefon D. Akpan, Nsima Ab Udouboh, Idongesit Udeme Archibong, Idara Effiong Moses, Ifeoluwatayo A. Ige, Benjamin Ajibade, Olumide Benjamin Awokoya, Idris Abdulmumin, Saminu Mohammad Aliyu, Ruqayya Nasir Iro, Ibrahim Said Ahmad, Deontae Smith, Praise-EL Michaels, David Ifeoluwa Adelani, Derry Tanti Wijaya, Anietie Andy:
Mitigating Translationese in Low-resource Languages: The Storyboard Approach. CoRR abs/2407.10152 (2024) - 2023
- [c38]Sejin Paik, Sarah Bonna, Ekaterina Novozhilova, Ge Gao, Jongin Kim, Derry Wijaya, Margrit Betke:
The Affective Nature of AI-Generated News Images: Impact on Visual Journalism. ACII 2023: 1-8 - [c37]Afra Feyza Akyürek, Ekin Akyürek, Ashwin Kalyan, Peter Clark, Derry Tanti Wijaya, Niket Tandon:
RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs. ACL (1) 2023: 7716-7733 - [c36]Zilu Tang, Mayank Agarwal, Alexander Shypula, Bailin Wang, Derry Wijaya, Jie Chen, Yoon Kim:
Explain-then-translate: an analysis on improving program translation with self-generated explanations. EMNLP (Findings) 2023: 1741-1788 - [c35]Afra Feyza Akyürek, Eric Pan, Garry Kuwanto, Derry Wijaya:
DUnE: Dataset for Unified Editing. EMNLP 2023: 1847-1861 - [c34]Jongin Kim, Byeo Bak, Aditya Agrawal, Jiaxi Wu, Veronika J. Wirtz, Traci Hong, Derry Wijaya:
COVID-19 Vaccine Misinformation in Middle Income Countries. EMNLP 2023: 3903-3915 - [c33]Tahsina Hashem, Weiqing Wang, Derry Tanti Wijaya, Mohammed Eunus Ali, Yuan-Fang Li:
Generating Faithful Text From a Knowledge Graph with Noisy Reference Text. INLG 2023: 106-122 - [c32]Garry Kuwanto, Afra Feyza Akyürek, Isidora Chara Tourni, Siyang Li, Alex Jones, Derry Wijaya:
Low-Resource Machine Translation Training Curriculum Fit for Low-Resource Languages. PRICAI (3) 2023: 453-458 - [e3]Jong C. Park, Yuki Arase, Baotian Hu, Wei Lu, Derry Wijaya, Ayu Purwarianti, Adila Alfa Krisnadhi:
Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, IJCNLP 2023 -Volume 1: Long Papers, Nusa Dua, Bali, November 1 - 4, 2023. Association for Computational Linguistics 2023, ISBN 979-8-89176-013-4 [contents] - [e2]Jong C. Park, Yuki Arase, Baotian Hu, Wei Lu, Derry Wijaya, Ayu Purwarianti, Adila Alfa Krisnadhi:
Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, IJCNLP 2023 - Volume 2: Short Papers, Nusa Dua, Bali, November 1-4, 2023. Association for Computational Linguistics 2023, ISBN 979-8-89176-014-1 [contents] - [e1]Jong C. Park, Yuki Arase, Baotian Hu, Wei Lu, Derry Wijaya, Ayu Purwarianti, Adila Alfa Krisnadhi:
Findings of the Association for Computational Linguistics: IJCNLP-AACL 2023 - Findings, Nusa Dua, Bali, November 1-4, 2023. Association for Computational Linguistics 2023, ISBN 979-8-89176-018-9 [contents] - [i29]Afra Feyza Akyürek, Ekin Akyürek, Aman Madaan, Ashwin Kalyan, Peter Clark, Derry Wijaya, Niket Tandon:
RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs. CoRR abs/2305.08844 (2023) - [i28]Tahsina Hashem, Weiqing Wang, Derry Tanti Wijaya, Mohammed Eunus Ali, Yuan-Fang Li:
Generating Faithful Text From a Knowledge Graph with Noisy Reference Text. CoRR abs/2308.06488 (2023) - [i27]Muhammed Yusuf Kocyigit, Anietie Andy, Derry Wijaya:
A Novel Method for Analysing Racial Bias: Collection of Person Level References. CoRR abs/2310.15847 (2023) - [i26]Lucky Susanto, Ryandito Diandaru, Adila Krisnadhi, Ayu Purwarianti, Derry Wijaya:
Replicable Benchmarking of Neural Machine Translation (NMT) on Low-Resource Local Languages in Indonesia. CoRR abs/2311.00998 (2023) - [i25]Zilu Tang, Mayank Agarwal, Alex Shypula, Bailin Wang, Derry Wijaya, Jie Chen, Yoon Kim:
Explain-then-Translate: An Analysis on Improving Program Translation with Self-generated Explanations. CoRR abs/2311.07070 (2023) - [i24]Afra Feyza Akyürek, Eric Pan, Garry Kuwanto, Derry Wijaya:
DUnE: Dataset for Unified Editing. CoRR abs/2311.16087 (2023) - [i23]Jongin Kim, Byeo Bak, Aditya Agrawal, Jiaxi Wu, Veronika J. Wirtz, Traci Hong, Derry Wijaya:
COVID-19 Vaccine Misinformation in Middle Income Countries. CoRR abs/2311.18195 (2023) - [i22]Isidora Chara Tourni, Derry Wijaya:
Relevance-guided Neural Machine Translation. CoRR abs/2312.00214 (2023) - [i21]Isidora Chara Tourni, Derry Wijaya:
An Empirical study of Unsupervised Neural Machine Translation: analyzing NMT output, model's behavior and sentences' contribution. CoRR abs/2312.12588 (2023) - 2022
- [c31]Muhammed Yusuf Kocyigit, Jiho Lee, Derry Wijaya:
Better Quality Estimation for Low Resource Corpus Mining. ACL (Findings) 2022: 533-543 - [c30]Afra Feyza Akyürek, Ekin Akyürek, Derry Wijaya, Jacob Andreas:
Subspace Regularizers for Few-Shot Class Incremental Learning. ICLR 2022 - [c29]Ge Gao, Sejin Paik, Carley Reardon, Yanling Zhao, Lei Guo, Prakash Ishwar, Margrit Betke, Derry Tanti Wijaya:
Prediction of People's Emotional Response towards Multi-modal News. AACL/IJCNLP (1) 2022: 364-374 - [c28]Zilu Tang, Muhammed Yusuf Kocyigit, Derry Tanti Wijaya:
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations. AACL/IJCNLP (1) 2022: 375-398 - [c27]Sha Lai, Yanru Jiang, Lei Guo, Margrit Betke, Prakash Ishwar, Derry Tanti Wijaya:
An Unsupervised Approach to Discover Media Frames. PoliticalNLP@LREC 2022: 22-31 - [c26]Carley Reardon, Sejin Paik, Ge Gao, Meet Parekh, Yanling Zhao, Lei Guo, Margrit Betke, Derry Tanti Wijaya:
BU-NEmo: an Affective Dataset of Gun Violence News. LREC 2022: 2507-2516 - [c25]Anietie Andy, Reno Kriz, Sharath Chandra Guntuku, Derry Tanti Wijaya, Chris Callison-Burch:
Did that happen? Predicting Social Media Posts that are Indicative of what happened in a scene: A case study of a TV show. LREC 2022: 7209-7214 - [c24]Afra Feyza Akyürek, Sejin Paik, Muhammed Yusuf Kocyigit, Seda Akbiyik, Serife Leman Runyun, Derry Wijaya:
On Measuring Social Biases in Prompt-Based Multi-Task Learning. NAACL-HLT (Findings) 2022: 551-564 - [i20]Muhammed Yusuf Kocyigit, Jiho Lee, Derry Wijaya:
Better Quality Estimation for Low Resource Corpus Mining. CoRR abs/2203.08259 (2022) - [i19]Anietie Andy, Siyi Liu, Daphne Ippolito, Reno Kriz, Chris Callison-Burch, Derry Wijaya:
Creating Multimedia Summaries Using Tweets and Videos. CoRR abs/2203.08931 (2022) - [i18]Hieu Le, Taufiq Husada Daryanto, Fabian Zhafransyah, Derry Wijaya, Elizabeth Coppock, Sang Chin:
Referring Expressions with Rational Speech Act Framework: A Probabilistic Approach. CoRR abs/2205.07795 (2022) - [i17]Afra Feyza Akyürek, Muhammed Yusuf Kocyigit, Sejin Paik, Derry Wijaya:
Challenges in Measuring Bias via Open-Ended Language Generation. CoRR abs/2205.11601 (2022) - [i16]Afra Feyza Akyürek, Sejin Paik, Muhammed Yusuf Kocyigit, Seda Akbiyik, Serife Leman Runyun, Derry Wijaya:
On Measuring Social Biases in Prompt-Based Multi-Task Learning. CoRR abs/2205.11605 (2022) - [i15]Zilu Tang, Derry Wijaya:
Knowledge Based Template Machine Translation In Low-Resource Setting. CoRR abs/2209.03554 (2022) - [i14]Zilu Tang, Muhammed Yusuf Kocyigit, Derry Wijaya:
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations. CoRR abs/2210.13749 (2022) - 2021
- [j3]Randa I. Elanwar, Wenda Qin, Margrit Betke, Derry Wijaya:
Extracting text from scanned Arabic books: a large-scale benchmark dataset and a fine-tuned Faster-R-CNN model. Int. J. Document Anal. Recognit. 24(4): 349-362 (2021) - [c23]Haryo Akbarianto Wibowo, Made Nindyatama Nityasya, Afra Feyza Akyürek, Suci Fitriany, Alham Fikri Aji, Radityo Eko Prasojo, Derry Tanti Wijaya:
IndoCollex: A Testbed for Morphological Transformation of Indonesian Word Colloquialism. ACL/IJCNLP (Findings) 2021: 3170-3183 - [c22]Alex Jones, Derry Tanti Wijaya:
Majority Voting with Bidirectional Pre-translation For Bitext Retrieval. BUCC@RANLP 2021: 46-59 - [c21]Vibhu Bhatia, Vidya Prasad Akavoor, Sejin Paik, Lei Guo, Mona Jalal, Alyssa Smith, David Assefa Tofu, Edward Edberg Halim, Yimeng Sun, Margrit Betke, Prakash Ishwar, Derry Tanti Wijaya:
OpenFraming: Open-sourced Tool for Computational Framing Analysis of Multilingual Data. EMNLP (Demos) 2021: 242-250 - [c20]Mohammad Sadegh Rasooli, Chris Callison-Burch, Derry Tanti Wijaya:
"Wikily" Supervised Neural Translation Tailored to Cross-Lingual Tasks. EMNLP (1) 2021: 1655-1670 - [c19]Isidora Chara Tourni, Lei Guo, Taufiq Husada Daryanto, Fabian Zhafransyah, Edward Edberg Halim, Mona Jalal, Boqi Chen, Sha Lai, Hengchang Hu, Margrit Betke, Prakash Ishwar, Derry Tanti Wijaya:
Detecting Frames in News Headlines and Lead Images in U.S. Gun Violence Coverage. EMNLP (Findings) 2021: 4037-4050 - [c18]Alex Jones, Derry Wijaya:
Sentiment-based Candidate Selection for NMT. MTSummit (1) 2021: 188-201 - [c17]Nikzad Khani, Isidora Chara Tourni, Mohammad Sadegh Rasooli, Chris Callison-Burch, Derry Tanti Wijaya:
Cultural and Geographical Influences on Image Translatability of Words across Languages. NAACL-HLT 2021: 198-209 - [i13]Alex Jones, Derry Tanti Wijaya:
Majority Voting with Bidirectional Pre-translation For Bitext Retrieval. CoRR abs/2103.06369 (2021) - [i12]Garry Kuwanto, Afra Feyza Akyürek, Isidora Chara Tourni, Siyang Li, Derry Wijaya:
Low-Resource Machine Translation for Low-Resource Languages: Leveraging Comparable Data, Code-Switching and Compute Resources. CoRR abs/2103.13272 (2021) - [i11]Alex Jones, Derry Tanti Wijaya:
Sentiment-based Candidate Selection for NMT. CoRR abs/2104.04840 (2021) - [i10]Mohammad Sadegh Rasooli, Chris Callison-Burch, Derry Tanti Wijaya:
"Wikily" Neural Machine Translation Tailored to Cross-Lingual Tasks. CoRR abs/2104.08384 (2021) - [i9]Afra Feyza Akyürek, Ekin Akyürek, Derry Wijaya, Jacob Andreas:
Subspace Regularizers for Few-Shot Class Incremental Learning. CoRR abs/2110.07059 (2021) - [i8]Wenda Qin, Teruhisa Misu, Derry Wijaya:
Explore the Potential Performance of Vision-and-Language Navigation Model: a Snapshot Ensemble Method. CoRR abs/2111.14267 (2021) - 2020
- [c16]Afra Feyza Akyürek, Lei Guo, Randa I. Elanwar, Prakash Ishwar, Margrit Betke, Derry Tanti Wijaya:
Multi-Label and Multilingual News Framing Analysis. ACL 2020: 8614-8624 - [c15]Andrea Burns, Donghyun Kim, Derry Wijaya, Kate Saenko, Bryan A. Plummer:
Learning to Scale Multilingual Representations for Vision-Language Tasks. ECCV (4) 2020: 197-213 - [c14]Yi Zheng, Wenda Qin, Derry Wijaya, Margrit Betke:
LAL: Linguistically Aware Learning for Scene Text Recognition. ACM Multimedia 2020: 4051-4059 - [i7]Siyi Liu, Ziang Leng, Derry Wijaya:
Learning to mirror speaking styles incrementally. CoRR abs/2003.04993 (2020) - [i6]Andrea Burns, Donghyun Kim, Derry Wijaya, Kate Saenko, Bryan A. Plummer:
Learning to Scale Multilingual Representations for Vision-Language Tasks. CoRR abs/2004.04312 (2020) - [i5]Alyssa Smith, David Assefa Tofu, Mona Jalal, Edward Edberg Halim, Yimeng Sun, Vidya Akavoor, Margrit Betke, Prakash Ishwar, Lei Guo, Derry Wijaya:
OpenFraming: We brought the ML; you bring the data. Interact with your data and discover its frames. CoRR abs/2008.06974 (2020)
2010 – 2019
- 2019
- [c13]Siyi Liu, Lei Guo, Kate K. Mays, Margrit Betke, Derry Tanti Wijaya:
Detecting Frames in News Headlines and Its Application to Analyzing News Framing Trends Surrounding U.S. Gun Violence. CoNLL 2019: 504-514 - 2018
- [j2]Tom M. Mitchell, William W. Cohen, Estevam R. Hruschka Jr., Partha P. Talukdar, Bo Yang, Justin Betteridge, Andrew Carlson, Bhavana Dalvi Mishra, Matt Gardner, Bryan Kisiel, Jayant Krishnamurthy, Ni Lao, Kathryn Mazaitis, Thahir Mohamed, Ndapandula Nakashole, Emmanouil A. Platanios, Alan Ritter, Mehdi Samadi, Burr Settles, Richard C. Wang, Derry Wijaya, Abhinav Gupta, Xinlei Chen, Abulhair Saparov, Malcolm Greaves, Joel Welling:
Never-ending learning. Commun. ACM 61(5): 103-115 (2018) - [c12]John Hewitt, Daphne Ippolito, Brendan Callahan, Reno Kriz, Derry Tanti Wijaya, Chris Callison-Burch:
Learning Translations via Images with a Massively Multilingual Image Dataset. ACL (1) 2018: 2566-2576 - 2017
- [c11]Derry Wijaya, Brendan Callahan, John Hewitt, Jie Gao, Xiao Ling, Marianna Apidianaki, Chris Callison-Burch:
Learning Translations via Matrix Completion. EMNLP 2017: 1452-1463 - [i4]João Sedoc, Derry Wijaya, Masoud Rouhizadeh, Andy Schwartz, Lyle H. Ungar:
Deriving Verb Predicates By Clustering Verbs with Arguments. CoRR abs/1708.00416 (2017) - 2016
- [c10]Derry Tanti Wijaya, Tom M. Mitchell:
Mapping Verbs in Different Languages to Knowledge Base Relations using Web Text as Interlingua. HLT-NAACL 2016: 818-827 - [i3]Bishan Yang, Ndapandula Nakashole, Bryan Kisiel, Emmanouil A. Platanios, Abulhair Saparov, Shashank Srivastava, Derry Wijaya, Tom M. Mitchell:
CMUML Micro-Reader System for KBP 2016 Cold Start Slot Filling, Event Nugget Detection, and Event Argument Linking. TAC 2016 - 2015
- [c9]Tom M. Mitchell, William W. Cohen, Estevam R. Hruschka Jr., Partha Pratim Talukdar, Justin Betteridge, Andrew Carlson, Bhavana Dalvi Mishra, Matthew Gardner, Bryan Kisiel, Jayant Krishnamurthy, Ni Lao, Kathryn Mazaitis, Thahir Mohamed, Ndapandula Nakashole, Emmanouil A. Platanios, Alan Ritter, Mehdi Samadi, Burr Settles, Richard C. Wang, Derry Wijaya, Abhinav Gupta, Xinlei Chen, Abulhair Saparov, Malcolm Greaves, Joel Welling:
Never-Ending Learning. AAAI 2015: 2302-2310 - [c8]Derry Tanti Wijaya, Ndapandula Nakashole, Tom M. Mitchell:
"A Spousal Relation Begins with a Deletion of engage and Ends with an Addition of divorce": Learning State Changing Verbs from Wikipedia Revision History. EMNLP 2015: 518-523 - [i2]Bryan Kisiel, Bill McDowell, Matt Gardner, Ndapandula Nakashole, Emmanouil A. Platanios, Abulhair Saparov, Shashank Srivastava, Derry Wijaya, Tom M. Mitchell:
CMUML System for KBP 2015 Cold Start Slot Filling. TAC 2015 - 2014
- [c7]Derry Tanti Wijaya, Ndapandula Nakashole, Tom M. Mitchell:
CTPs: Contextual Temporal Profiles for Time Scoping Facts using State Change Detection. EMNLP 2014: 1930-1936 - 2013
- [c6]Derry Wijaya, Partha Pratim Talukdar, Tom M. Mitchell:
PIDGIN: ontology alignment using web text as interlingua. CIKM 2013: 589-598 - [i1]Bryan Kisiel, Justin Betteridge, Matt Gardner, Jayant Krishnamurthy, Ndapa Nakashole, Mehdi Samadi, Partha Pratim Talukdar, Derry Wijaya, Tom M. Mitchell:
CMUML System for KBP 2013 Slot Filling. TAC 2013 - 2012
- [c5]Partha Pratim Talukdar, Derry Wijaya, Tom M. Mitchell:
Acquiring temporal constraints between relations. CIKM 2012: 992-1001 - [c4]Partha Pratim Talukdar, Derry Wijaya, Tom M. Mitchell:
Coupled temporal scoping of relational facts. WSDM 2012: 73-82 - 2011
- [p1]Derry Tanti Wijaya, Stéphane Bressan:
Clustering Vertices in Weighted Graphs. Graph Data Management 2011: 285-298
2000 – 2009
- 2009
- [c3]Derry Tanti Wijaya, Stéphane Bressan:
Ricochet: A Family of Unconstrained Algorithms for Graph Clustering. DASFAA 2009: 153-167 - 2008
- [c2]Derry Tanti Wijaya, Stéphane Bressan:
A random walk on the red carpet: rating movies with user reviews and pagerank. CIKM 2008: 951-960 - 2007
- [c1]Derry Tanti Wijaya, Stéphane Bressan:
Journey to the Centre of the Star: Various Ways of Finding Star Centers in Star Clustering. DEXA 2007: 660-670 - 2006
- [j1]Derry Tanti Wijaya, Stéphane Bressan:
Clustering web documents using co-citation, coupling, incoming, and outgoing hyperlinks: a comparative performance analysis of algorithms. Int. J. Web Inf. Syst. 2(2): 69-76 (2006)
Coauthor Index
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