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ORCIDIqbal H. Sarker
- > Home > Persons > Iqbal H. Sarker
Publications
- 2021
[b1]Iqbal H. Sarker
, Alan Colman, Jun Han, Paul A. Watters:
Context-Aware Machine Learning and Mobile Data Analytics - Automated Rule-based Services with Intelligent Decision-Making. Springer 2021, ISBN 978-3-030-88529-8, pp. 1-157- [c26]Sazid Zaman Khan, Alan Colman, Iqbal H. Sarker:
WikiServe: Using Wikipedia to Match IoT based Services for Situation Response. ICSIE 2021: 17-21 - 2020
- [j27]Iqbal H. Sarker, Alan Colman, Jun Han, A. S. M. Kayes, Paul A. Watters:
CalBehav: A Machine Learning-Based Personalized Calendar Behavioral Model Using Time-Series Smartphone Data. Comput. J. 63(7): 1109-1123 (2020) - [j23]Iqbal H. Sarker, Alan Colman, Jun Han, Asif Irshad Khan, Yoosef B. Abushark, Khaled Salah:
BehavDT: A Behavioral Decision Tree Learning to Build User-Centric Context-Aware Predictive Model. Mob. Networks Appl. 25(3): 1151-1161 (2020) - [i19]Iqbal H. Sarker, Alan Colman, Jun Han, Asif Irshad Khan, Yoosef B. Abushark, Khaled Salah:
BehavDT: A Behavioral Decision Tree Learning to Build User-Centric Context-Aware Predictive Model. CoRR abs/2001.00621 (2020) - 2019
- [j12]Iqbal H. Sarker, Alan Colman, Jun Han:
RecencyMiner: mining recency-based personalized behavior from contextual smartphone data. J. Big Data 6: 49 (2019) - [i12]Iqbal H. Sarker, Alan Colman, Jun Han, A. S. M. Kayes, Paul A. Watters:
CalBehav: A Machine Learning based Personalized Calendar Behavioral Model using Time-Series Smartphone Data. CoRR abs/1909.04724 (2019) - 2018
- [j7]Iqbal H. Sarker, Alan Colman, Muhammad Ashad Kabir, Jun Han:
Individualized Time-Series Segmentation for Mining Mobile Phone User Behavior. Comput. J. 61(3): 349-368 (2018) - [i4]Iqbal H. Sarker, Alan Colman, Muhammad Ashad Kabir, Jun Han:
Individualized Time-Series Segmentation for Mining Mobile Phone User Behavior. CoRR abs/1811.09577 (2018) - 2017
- [c11]Iqbal H. Sarker, Muhammad Ashad Kabir, Alan Colman, Jun Han:
An Improved Naive Bayes Classifier-Based Noise Detection Technique for Classifying User Phone Call Behavior. AusDM 2017: 72-85 - [c10]Iqbal H. Sarker, Muhammad Ashad Kabir, Alan Colman, Jun Han:
An effective call prediction model based on noisy mobile phone data. UbiComp/ISWC Adjunct 2017: 193-196 - [c9]Iqbal H. Sarker, Muhammad Ashad Kabir, Alan Colman, Jun Han:
Designing architecture of a rule-based system for managing phone call interruptions. UbiComp/ISWC Adjunct 2017: 898-903 - [c8]Iqbal H. Sarker, Muhammad Ashad Kabir, Alan Colman, Jun Han:
Understanding recency-based behavior model for individual mobile phone users. UbiComp/ISWC Adjunct 2017: 916-921 - [c7]Iqbal H. Sarker, Muhammad Ashad Kabir, Alan W. Colman, Jun Han:
An Approach to Modeling Call Response Behavior on Mobile Phones Based on Multi-Dimensional Contexts. MOBILESoft@ICSE 2017: 91-95 - [c6]Iqbal H. Sarker, Muhammad Ashad Kabir, Alan Colman, Jun Han:
Identifying Recent Behavioral Data Length in Mobile Phone Log. MobiQuitous 2017: 545-546 - [i3]Iqbal H. Sarker, Muhammad Ashad Kabir, Alan Colman, Jun Han:
An Improved Naive Bayes Classifier-based Noise Detection Technique for Classifying User Phone Call Behavior. CoRR abs/1710.04461 (2017) - [i2]Iqbal H. Sarker, Muhammad Ashad Kabir, Alan Colman, Jun Han:
Identifying Recent Behavioral Data Length in Mobile Phone Log. CoRR abs/1711.06837 (2017) - 2016
- [c5]Iqbal H. Sarker, Alan Colman, Muhammad Ashad Kabir, Jun Han:
Behavior-Oriented Time Segmentation for Mining Individualized Rules of Mobile Phone Users. DSAA 2016: 488-497 - [c4]Iqbal H. Sarker, Muhammad Ashad Kabir, Alan Colman, Jun Han:
Evidence-Based Behavioral Model for Calendar Schedules of Individual Mobile Phone Users. DSAA 2016: 584-593 - [c3]Iqbal H. Sarker, Alan W. Colman, Muhammad Ashad Kabir, Jun Han:
Understanding individuals phone call behavior for calendar events. UbiComp Adjunct 2016: 605-607 - [c2]Iqbal H. Sarker, Alan W. Colman, Muhammad Ashad Kabir, Jun Han:
Phone call log as a context source to modeling individual user behavior. UbiComp Adjunct 2016: 630-634 - [c1]Iqbal H. Sarker, Muhammad Ashad Kabir, Alan Colman, Jun Han:
Predicting how you respond to phone calls: towards discovering temporal behavioral rules. OZCHI 2016: 421-425
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