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ORCIDJalal Mahmud
Jalal U. Mahmud
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- affiliation: Thomas J. Watson Research Center, Yorktown Heights, USA
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2020 – today
- 2024
[c69]Ryan Swann, Muhammad Osama, Karthik Sangaiah, Jalal Mahmud:
Seer: Predictive Runtime Kernel Selection for Irregular Problems. CGO 2024: 133-142- [i19]Ryan Swann, Muhammad Osama, Karthik Sangaiah, Jalal Mahmud:
Seer: Predictive Runtime Kernel Selection for Irregular Problems. CoRR abs/2403.17017 (2024) - 2022
- [j13]Md. Saddam Hossain Mukta, Md. Adnanul Islam
, Faisal Ahamed Khan, Afjal Hossain, Shuvanon Razik, Shazzad Hossain, Jalal Mahmud:
A Comprehensive Guideline for Bengali Sentiment Annotation. ACM Trans. Asian Low Resour. Lang. Inf. Process. 21(2): 30:1-30:19 (2022) - 2021
- [c68]Zhe Liu, Yufan Guo, Jalal Mahmud:
When and Why a Model Fails? A Human-in-the-loop Error Detection Framework for Sentiment Analysis. NAACL-HLT (Industry Papers) 2021: 170-177 - [i18]Amita Misra, Zhe Liu, Jalal Mahmud:
Accountable Error Characterization. CoRR abs/2105.04707 (2021) - [i17]Zhe Liu, Yufan Guo, Jalal Mahmud:
When and Why does a Model Fail? A Human-in-the-loop Error Detection Framework for Sentiment Analysis. CoRR abs/2106.00954 (2021) - 2020
- [j12]Euna Mehnaz Khan, Md. Saddam Hossain Mukta, Mohammed Eunus Ali, Jalal Mahmud:
Predicting Users' Movie Preference and Rating Behavior from Personality and Values. ACM Trans. Interact. Intell. Syst. 10(3): 22:1-22:25 (2020) - [c67]Rama Akkiraju, Vibha Sinha, Anbang Xu, Jalal Mahmud, Pritam Gundecha, Zhe Liu, Xiaotong Liu, John Schumacher:
Characterizing Machine Learning Processes: A Maturity Framework. BPM 2020: 17-31
2010 – 2019
- 2019
- [j11]Md. Saddam Hossain Mukta, Mohammed Eunus Ali, Jalal Mahmud:
Temporal modeling of basic human values from social network usage. J. Assoc. Inf. Sci. Technol. 70(2): 151-163 (2019) - [j10]Shereen Oraby, Mansurul Bhuiyan, Pritam Gundecha, Jalal Mahmud, Rama Akkiraju:
Modeling and Computational Characterization of Twitter Customer Service Conversations. ACM Trans. Interact. Intell. Syst. 9(2-3): 18:1-18:28 (2019) - [c66]Yash Bhalgat, Zhe Liu, Pritam Gundecha, Jalal Mahmud, Amita Misra:
Teacher-Student Learning Paradigm for Tri-training: An Efficient Method for Unlabeled Data Exploitation. KONVENS 2019 - [c65]Saddam Hossain Mukta, Mohammed Eunus Ali, Jalal Mahmud:
Deriving interpersonal role identities from social network interactions. NSysS 2019: 39-47 - [c64]Amita Misra, Mansurul Bhuiyan, Jalal Mahmud, Saurabh Tripathy:
Using Structured Representation and Data: A Hybrid Model for Negation and Sentiment in Customer Service Conversations. WASSA@NAACL-HLT 2019: 46-56 - [i16]Amita Misra, Mansurul Bhuiyan, Jalal Mahmud, Saurabh Tripathy:
Using Structured Representation and Data: A Hybrid Model for Negation and Sentiment in Customer Service Conversations. CoRR abs/1906.04706 (2019) - [i15]Yash Bhalgat, Zhe Liu, Pritam Gundecha, Jalal Mahmud, Amita Misra:
Teacher-Student Learning Paradigm for Tri-training: An Efficient Method for Unlabeled Data Exploitation. CoRR abs/1909.11233 (2019) - 2018
- [c63]Zhe Liu, Anbang Xu, Yufan Guo, Jalal U. Mahmud, Haibin Liu, Rama Akkiraju:
Seemo: A Computational Approach to See Emotions. CHI 2018: 364 - [i14]Mansurul Bhuiyan, Amita Misra, Saurabh Tripathy, Jalal Mahmud, Rama Akkiraju:
Don't get Lost in Negation: An Effective Negation Handled Dialogue Acts Prediction Algorithm for Twitter Customer Service Conversations. CoRR abs/1807.06107 (2018) - [i13]Rama Akkiraju, Vibha Sinha, Anbang Xu, Jalal Mahmud, Pritam Gundecha, Zhe Liu, Xiaotong Liu, John Schumacher:
Characterizing machine learning process: A maturity framework. CoRR abs/1811.04871 (2018) - 2017
- [c62]Md. Saddam Hossain Mukta, Mohammed Eunus Ali, Jalal Mahmud:
Identifying and Predicting Temporal Change of Basic Human Values from Social Network Usage. ASONAM 2017: 619-620 - [c61]Moushumi Sharmin, Jalal Mahmud:
Message from HCSC Organizing Committee. COMPSAC (1) 2017: 834 - [c60]Zhe Liu, Anbang Xu, Yi Wang, Jerald Schoudt, Jalal Mahmud, Rama Akkiraju:
Does Personality Matter?: A Study of Personality and Situational Effects on Consumer Behavior. HT 2017: 185-193 - [c59]Pierre-Hadrien Arnoux, Anbang Xu, Neil H. Boyette, Jalal Mahmud, Rama Akkiraju, Vibha Sinha:
25 Tweets to Know You: A New Model to Predict Personality with Social Media. ICWSM 2017: 472-475 - [c58]Zhe Liu, Anbang Xu, Mengdi Zhang, Jalal Mahmud, Vibha Sinha:
Fostering User Engagement: Rhetorical Devices for Applause Generation Learnt from TED Talks. ICWSM 2017: 592-595 - [c57]Md. Saddam Hossain Mukta, Euna Mehnaz Khan, Mohammed Eunus Ali, Jalal Mahmud:
Predicting Movie Genre Preferences from Personality and Values of Social Media Users. ICWSM 2017: 624-627 - [c56]Shereen Oraby, Pritam Gundecha, Jalal Mahmud, Mansurul Bhuiyan, Rama Akkiraju:
"How May I Help You?": Modeling Twitter Customer ServiceConversations Using Fine-Grained Dialogue Acts. IUI 2017: 343-355 - [i12]Zhe Liu, Anbang Xu, Mengdi Zhang, Jalal Mahmud, Vibha Sinha:
Fostering User Engagement: Rhetorical Devices for Applause Generation Learnt from TED Talks. CoRR abs/1704.02362 (2017) - [i11]Jalal Mahmud, Geli Fei, Anbang Xu, Aditya Pal, Michelle X. Zhou:
Computational Models for Attitude and Actions Prediction. CoRR abs/1704.04723 (2017) - [i10]Pierre-Hadrien Arnoux, Anbang Xu, Neil H. Boyette, Jalal Mahmud, Rama Akkiraju, Vibha Sinha:
25 Tweets to Know You: A New Model to Predict Personality with Social Media. CoRR abs/1704.05513 (2017) - [i9]Shereen Oraby, Pritam Gundecha, Jalal Mahmud, Mansurul Bhuiyan, Rama Akkiraju:
"How May I Help You?": Modeling Twitter Customer Service Conversations Using Fine-Grained Dialogue Acts. CoRR abs/1709.05413 (2017) - [i8]Bin Xu, Liang Gou, Anbang Xu, Jalal Mahmud, Dan Cosley:
Raising Awareness of Conveyed Personality In Social Media Traces. CoRR abs/1710.04205 (2017) - 2016
- [j9]Jeffrey Nichols, John O'Donovan, Jalal Mahmud:
ACM IUI 2016 conference highlights. AI Matters 2(3): 30-31 (2016) - [j8]Md. Saddam Hossain Mukta, Mohammed Eunus Ali, Jalal Mahmud:
Identifying and validating personality traits-based homophilies for an egocentric network. Soc. Netw. Anal. Min. 6(1): 74:1-74:16 (2016) - [c55]Jacob Thebault-Spieker, Angbang Xu, Jilin Chen, Jalal Mahmud, Jeffrey Nichols:
Exploring Engagement in a 'Social Crowd' on Twitter. CSCW Companion 2016: 417-420 - [c54]Anbang Xu, Haibin Liu, Liang Gou, Rama Akkiraju, Jalal Mahmud, Vibha Sinha, Yuheng Hu, Mu Qiao:
Predicting Perceived Brand Personality with Social Media. ICWSM 2016: 436-445 - [c53]Yi Wang, Jalal Mahmud, Taikun Liu:
Understanding Cognitive Styles from User-Generated Social Media Content. ICWSM 2016: 716-718 - [c52]Bin Xu, Liang Gou, Anbang Xu, Dan Cosley, Jalal Mahmud:
InsightMe: Raising Awareness of Conveyed Personality in Social Media Traces. ICWSM 2016: 727-730 - [c51]Jalal Mahmud, Geli Fei, Anbang Xu, Aditya Pal, Michelle X. Zhou:
Predicting Attitude and Actions of Twitter Users. IUI 2016: 2-6 - [c50]Robert Deloatch, Liang Gou, Chris Kau, Jalal Mahmud, Michelle X. Zhou:
ScopeG: A Mobile Application for Exploration and Comparison of Personality Traits. IUI Companion 2016: 102-105 - [c49]Zhe Liu, Yi Wang, Jalal Mahmud, Rama Akkiraju, Jerald Schoudt, Anbang Xu, Bryan Donovan:
To Buy or Not to Buy? Understanding the Role of Personality Traits in Predicting Consumer Behaviors. SocInfo (2) 2016: 337-346 - [c48]Md. Saddam Hossain Mukta, Mohammed Eunus Ali, Jalal Mahmud:
User Generated vs. Supported Contents: Which One Can Better Predict Basic Human Values? SocInfo (2) 2016: 454-470 - [c47]Md. Mahabur Rahman, Md. Taksir Hasan Majumder, Md. Saddam Hossain Mukta, Mohammed Eunus Ali, Jalal Mahmud:
Can we predict eat-out preference of a person from tweets? WebSci 2016: 350-351 - [e6]Jeffrey Nichols, Jalal Mahmud, John O'Donovan, Cristina Conati, Massimo Zancanaro:
Proceedings of the 21st International Conference on Intelligent User Interfaces, IUI 2016, Sonoma, CA, USA, March 7-10, 2016. ACM 2016, ISBN 978-1-4503-4137-0 [contents] - [e5]Jeffrey Nichols, Jalal Mahmud, John O'Donovan, Cristina Conati, Massimo Zancanaro:
Companion Publication of the 21st International Conference on Intelligent User Interfaces, IUI 2016, Sonoma, CA, USA, March 7-10, 2016. ACM 2016, ISBN 978-1-4503-4140-0 [contents] - 2015
- [j7]Kyumin Lee, Jalal Mahmud, Jilin Chen, Michelle X. Zhou, Jeffrey Nichols:
Who Will Retweet This? Detecting Strangers from Twitter to Retweet Information. ACM Trans. Intell. Syst. Technol. 6(3): 31:1-31:25 (2015) - [c46]Hasan Al Maruf, Nagib Meshkat, Mohammed Eunus Ali, Jalal Mahmud:
Human behaviour in different social medias: A case study of Twitter and Disqus. ASONAM 2015: 270-273 - [c45]Tara Matthews, Jalal U. Mahmud, Jilin Chen, Michael J. Muller, Eben M. Haber, Hernan Badenes:
They Said What?: Exploring the Relationship Between Language Use and Member Satisfaction in Communities. CSCW 2015: 819-825 - [c44]Chao Yang, Shimei Pan, Jalal Mahmud, Huahai Yang, Padmini Srinivasan:
Using Personal Traits For Brand Preference Prediction. EMNLP 2015: 86-96 - [c43]Jilin Chen, Eben M. Haber, Ruogu Kang, Gary Hsieh, Jalal Mahmud:
Making Use of Derived Personality: The Case of Social Media Ad Targeting. ICWSM 2015: 51-60 - [c42]Himel Dev, Mohammed Eunus Ali, Jalal Mahmud, Tanmoy Sen, Madhusudan Basak, Rajshakhar Paul:
A Real-Time Crowd-Powered Testbed for Content Assessment of Potential Social Media Posts. SocInfo 2015: 136-152 - [i7]Anika Anwar, Ishrat Ahmed, Tanzima Hashem, Jalal Mahmud:
Impact of Imbalance Usage of Social Networking Sites on Families. CoRR abs/1510.07382 (2015) - 2014
- [j6]Jalal Mahmud, Allen Cypher, Eben M. Haber, Tessa Lau:
Design and industrial evaluation of a tool supporting semi-automated website testing. Softw. Test. Verification Reliab. 24(1): 61-82 (2014) - [j5]Jalal Mahmud, Jeffrey Nichols, Clemens Drews:
Home Location Identification of Twitter Users. ACM Trans. Intell. Syst. Technol. 5(3): 47:1-47:21 (2014) - [c41]Gary Hsieh, Jilin Chen, Jalal Mahmud, Jeffrey Nichols:
You read what you value: understanding personal values and reading interests. CHI 2014: 983-986 - [c40]Jalal Mahmud, Jeffrey Nichols, Michelle X. Zhou, James Caverlee, Yi Zeng, Liang Chen, John O'Donovan:
DUBMOD14 - International Workshop on Data-driven User Behavioral Modeling and Mining from Social Media. CIKM 2014: 2092-2093 - [c39]Jilin Chen, Gary Hsieh, Jalal Mahmud, Jeffrey Nichols:
Understanding individuals' personal values from social media word use. CSCW 2014: 405-414 - [c38]Huiji Gao, Jalal Mahmud, Jilin Chen, Jeffrey Nichols, Michelle X. Zhou:
Modeling User Attitude toward Controversial Topics in Online Social Media. ICWSM 2014 - [c37]Jalal Mahmud:
Why Do You Write This? Prediction of Influencers from Word Use. ICWSM 2014 - [c36]Jalal Mahmud, Huiji Gao:
Why Do You Spread This Message? Understanding Users Sentiment in Social Media Campaigns. ICWSM 2014 - [c35]Kyumin Lee, Jalal Mahmud, Jilin Chen, Michelle X. Zhou, Jeffrey Nichols:
Who will retweet this?: Automatically Identifying and Engaging Strangers on Twitter to Spread Information. IUI 2014: 247-256 - [c34]Hernan Badenes, Mateo N. Bengualid, Jilin Chen, Liang Gou, Eben M. Haber, Jalal Mahmud, Jeffrey W. Nichols, Aditya Pal, Jerald Schoudt, Barton A. Smith, Ying Xuan, Huahai Yang, Michelle X. Zhou:
System U: automatically deriving personality traits from social media for people recommendation. RecSys 2014: 373-374 - [e4]Jalal Mahmud, James Caverlee, Jeffrey Nichols, John O'Donovan, Michelle X. Zhou, Yi Zeng, Liang Chen:
Proceedings of the 3rd Workshop on Data-Driven User Behavioral Modeling and Mining from Social Media, DUBMOD@CIKM 2014, Shanghai, China, November 3, 2014. ACM 2014, ISBN 978-1-4503-1303-2 [contents] - [e3]Li Chen, Jalal Mahmud:
Poster Proceedings of the 8th ACM Conference on Recommender Systems, RecSys 2014, Foster City, Silicon Valley, CA, USA, October 6-10, 2014. CEUR Workshop Proceedings 1247, CEUR-WS.org 2014 [contents] - [i6]Jalal Mahmud, Jilin Chen, Jeffrey Nichols:
Why Are You More Engaged? Predicting Social Engagement from Word Use. CoRR abs/1402.6690 (2014) - [i5]Jalal Mahmud, Jeffrey Nichols, Clemens Drews:
Home Location Identification of Twitter Users. CoRR abs/1403.2345 (2014) - [i4]Jalal Mahmud, Huiji Gao:
Why Do You Spread This Message? Understanding Users Sentiment in Social Media Campaigns. CoRR abs/1403.6067 (2014) - [i3]Jalal Mahmud, Michelle X. Zhou, Nimrod Megiddo, Jeffrey Nichols, Clemens Drews:
Optimizing The Selection of Strangers To Answer Questions in Social Media. CoRR abs/1404.2013 (2014) - [i2]Kyumin Lee, Jalal Mahmud, Jilin Chen, Michelle X. Zhou, Jeffrey Nichols:
Who Will Retweet This? Automatically Identifying and Engaging Strangers on Twitter to Spread Information. CoRR abs/1405.3750 (2014) - [i1]Jalal Mahmud, Michelle X. Zhou, Nimrod Megiddo, Jeffrey Nichols, Clemens Drews:
Recommending Targeted Strangers from Whom to Solicit Information on Social Media. CoRR abs/1405.5574 (2014) - 2013
- [j4]Yevgen Borodin, Valentin Polishchuk, Jalal Mahmud, I. V. Ramakrishnan, Amanda Stent:
Live and learn from mistakes: A lightweight system for document classification. Inf. Process. Manag. 49(1): 83-98 (2013) - [j3]Saleema Amershi, Jalal Mahmud, Jeffrey Nichols, Tessa Lau, German Attanasio Ruiz:
LiveAction: Automating Web Task Model Generation. ACM Trans. Interact. Intell. Syst. 3(3): 14:1-14:23 (2013) - [c33]Jalal Mahmud, Jeffrey Nichols, Michelle X. Zhou, James Caverlee, John O'Donovan:
DUBMOD13: international workshop on data-driven user behavioral modelling and mining from social media. CIKM 2013: 2551-2552 - [c32]Jalal Mahmud, Jilin Chen, Jeffrey Nichols:
When Will You Answer This? Estimating Response Time in Twitter. ICWSM 2013 - [c31]Jalal Mahmud, Michelle X. Zhou, Nimrod Megiddo, Jeffrey Nichols, Clemens Drews:
Recommending targeted strangers from whom to solicit information on social media. IUI 2013: 37-48 - [c30]Liang Gou, Jalal Mahmud, Eben M. Haber, Michelle X. Zhou:
PersonalityViz: a visualization tool to analyze people's personality with social media. IUI Companion 2013: 45-46 - [c29]Jalal Mahmud:
Improving rich internet application development using patterns. IUI Companion 2013: 69-70 - [e2]Jalal Mahmud, James Caverlee, Jeffrey Nichols, John O'Donovan, Michelle X. Zhou:
Proceedings of the 2013 Workshop on Data-Driven User Behavioral Modelling and Mining from Social Media, DUBMOD@CIKM 2013 San Francisco, CA, USA, October 28, 2013. ACM 2013, ISBN 978-1-4503-2417-5 [contents] - 2012
- [j2]Jalal Mahmud, I. V. Ramakrishnan:
Transaction models for Web accessibility. World Wide Web 15(4): 383-408 (2012) - [c28]Jalal Mahmud, Clemens Drews, Michael Collins, Arnaldo Carreno-Fuentes, Alex Bullard, Mark Vickstrom, Margaret Cho:
Test-driven development for the web: increasing efficiency of web development. CHI Extended Abstracts 2012: 1931-1936 - [c27]Jalal Mahmud, James Caverlee, Jeffrey Nichols, John O'Donovan, Michelle X. Zhou:
DUBMMSM'12: international workshop on data-driven user behavioral modeling and mining from social media. CIKM 2012: 2752-2753 - [c26]Jalal Mahmud, Jeffrey Nichols, Clemens Drews:
Where Is This Tweet From? Inferring Home Locations of Twitter Users. ICWSM 2012 - [c25]Jeffrey Nichols, Jalal Mahmud, Clemens Drews:
Summarizing sporting events using twitter. IUI 2012: 189-198 - [c24]Pablo Pedemonte, Jalal Mahmud, Tessa Lau:
Towards automatic functional test execution. IUI 2012: 227-236 - [c23]Jalal Mahmud, Jeffrey Nichols, Michelle X. Zhou:
1st international workshop on user modeling from social media. IUI 2012: 397-400 - [e1]Jalal Mahmud, James Caverlee, Jeffrey Nichols, John O'Donovan, Michelle X. Zhou:
Proceedings of the 2012 workshop on Data-driven User Behavioral Modelling and Mining from Social Media, DUBMMSM 2012, October 29, 2012, Maui, Hawaii, USA. ACM 2012, ISBN 978-1-4503-1707-8 [contents] - 2011
- [c22]Jalal Mahmud, Tara Matthews, Steve Whittaker, Tom Moran, Tessa Lau:
Topika: integrating collaborative sharing with email. CHI 2011: 3161-3164 - [c21]Ifeyinwa Okoye, Jalal Mahmud, Tessa A. Lau, Julian A. Cerruti:
Find this for me: mobile information retrieval on the open web. IUI 2011: 3-12 - 2010
- [c20]Jalal Mahmud, Tessa Lau:
Lowering the barriers to website testing with CoTester. IUI 2010: 169-178 - [c19]Jalal Mahmud, Yun-Wu Huang, John Ponzo, Roger A. Pollak:
Avara: a system to improve user experience in web and virtual world. IUI 2010: 349-352 - [c18]Muhammad Asiful Islam, Faisal Ahmed, Yevgen Borodin, Jalal Mahmud, I. V. Ramakrishnan:
Improving Accessibility of Transaction-centric Web Objects. SDM 2010: 37-48
2000 – 2009
- 2009
- [c17]Jalal Mahmud, Yevgen Borodin, I. V. Ramakrishnan, C. R. Ramakrishnan:
Automated construction of web accessibility models from transaction click-streams. WWW 2009: 871-880 - 2008
- [c16]Jalal Mahmud, Yevgen Borodin, I. V. Ramakrishnan:
Assistive browser for conducting web transactions. IUI 2008: 365-368 - [c15]Chang Zhao, Jalal Mahmud, I. V. Ramakrishnan:
Exploiting Structured Reference Data for Unsupervised Text Segmentation with Conditional Random Fields. SDM 2008: 420-431 - [c14]I. V. Ramakrishnan, Jalal Mahmud, Yevgen Borodin, Muhammad Asiful Islam, Faisal Ahmed:
Bridging the Web Accessibility Divide. WWV 2008: 107-124 - 2007
- [j1]Zan Sun, Jalal Mahmud, I. V. Ramakrishnan, Saikat Mukherjee:
Model-directed Web transactions under constrained modalities. ACM Trans. Web 1(3): 12 (2007) - [c13]Jalal Mahmud:
Information overload in non-visual web transaction: context analysis spells relief. ASSETS 2007: 265-266 - [c12]Hai-Feng Guo, Jalal Mahmud, Yevgen Borodin, Amanda Stent, I. V. Ramakrishnan:
A General Approach for Partitioning Web Page Content Based on Geometric and Style Information. ICDAR 2007: 929-933 - [c11]Yevgen Borodin, Jalal Mahmud, Asad Ahmed, I. V. Ramakrishnan:
WebVAT: Web Page Visualization and Analysis Tool. ICWE 2007: 516-520 - [c10]Jalal Mahmud, Yevgen Borodin, Dipanjan Das, I. V. Ramakrishnan:
Combating information overload in non-visual web access using context. IUI 2007: 341-344 - [c9]Yevgen Borodin, Jalal Mahmud, I. V. Ramakrishnan:
Context browsing with mobiles - when less is more. MobiSys 2007: 3-15 - [c8]Chang Zhao, Jalal Mahmud, I. V. Ramakrishnan, Subramanyam Swaminathan:
Computing Statistical Profiles of Active Sites in Proteins. SDM 2007: 635-640 - [c7]Yevgen Borodin, Jalal Mahmud, I. V. Ramakrishnan, Amanda Stent:
The HearSay non-visual web browser. W4A 2007: 128-129 - [c6]Jalal Mahmud, Yevgen Borodin, I. V. Ramakrishnan:
Csurf: a context-driven non-visual web-browser. WWW 2007: 31-40 - 2006
- [c5]Jalal Mahmud, Yevgen Borodin, Dipanjan Das, I. V. Ramakrishnan:
Improving non-visual web access using context. ASSETS 2006: 273-274 - [c4]Zan Sun, Jalal Mahmud, Saikat Mukherjee, I. V. Ramakrishnan:
Model-directed web transactions under constrained modalities. WWW 2006: 447-456 - 2005
- [c3]Jalal Mahmud, Chowdhury Mofizur Rahman:
On Analysis of Multi-dimensional Features for Signature Verification. CIMCA/IAWTIC 2005: 735-740 - [c2]Jalal Mahmud:
An Intelligent Feature Analyzer for Handwritten Character Recognition. CIMCA/IAWTIC 2005: 763-769 - [c1]Jalal Mahmud, Chowdhury Mofizur Rahman:
On the Power of Feature Analyzer for Signature Verification. DICTA 2005: 32
Coauthor Index
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