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Scopus Author ID: 36606049200

Keywords

Machine Learning, Data Analysis, Healthcare Applications, Sustainable Energy

Countries

United Kingdom

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Employment (4)

Queen's University Belfast: Belfast, Northern Ireland, GB

2021-07-05 to present | Lecturer (Assistant Professor) (Electronics, Electrical Engineering and Computer Science)
Employment
Source: Self-asserted source
Muhammad Fahim

Universitet Innopolis: Innopolis, Tatarstan, RU

2017-08-01 to 2021-06-30 | Assistant Professor (Computer Engineering and Science)
Employment
Source: Self-asserted source
Muhammad Fahim

İstanbul Sabahattin Zaim Üniversitesi: Istanbul, İstanbul, TR

2014-07-03 to 2017-06-30 | Assistant Professor (Computer Engineering and Science)
Employment
Source: Self-asserted source
Muhammad Fahim

Ubiquitous Computing Laboratory, Kyung Hee University: Seoul, KR

2014 to 2015 | Post Doctorate (Computer Engineering)
Employment
Source: Self-asserted source
Muhammad Fahim

Education and qualifications (3)

Kyung Hee University: Seoul, KR

2010-02-02 to 2014-02-18 | Ph.D. (Artificial Intelligence)
Education
Source: Self-asserted source
Muhammad Fahim

National University of Computer and Emerging Sciences: Islamabad, PK

2008 to 2009 | MSCS - Machine Learning (Computer Engineering and Science)
Education
Source: Self-asserted source
Muhammad Fahim

Gomal University: Dera Ismail Khan, PK

2003 to 2007 | BS(Computer Science) (Computing and Information Technolgoy)
Education
Source: Self-asserted source
Muhammad Fahim

Professional activities (1)

Govt of Pakistan: Dera Ismail Khan, PK

2007 | Gold Medal - Bachelor Degree (Computing and Information Technolgoy)
Distinction
Source: Self-asserted source
Muhammad Fahim

Funding (3)

Context Miner: A better understanding of human Behavior for smart healthcare services

2016 to 2017 | Grant
Zayed University (Abu Dahbi, AE)
Source: Self-asserted source
Muhammad Fahim

Mining Minds: A healthcare platform

2014 to 2018 | Grant
Ministry of Trade industry and Energy (Seoul, KR)
Source: Self-asserted source
Muhammad Fahim

Ubiquitous Life Care Research center (uLCRC)

Grant
National IT industry Promotion Agency (NIPA) (Seoul, KR)
Source: Self-asserted source
Muhammad Fahim

Works (48)

Features Inspired PM2.5 Prediction: A Belfast City Case Study

2024 | Book chapter
DOI: 10.1007/978-3-031-67357-3_15
Contributors: Fareena Naz; Muhammad Fahim; Adnan Ahmad Cheema; Nguyen Trung Viet; Tuan-Vu Cao; Trung Q. Duong
Source: check_circle
Crossref

Two-Stage Feature Engineering to Predict Air Pollutants in Urban Areas

IEEE Access
2024 | Journal article
DOI: 10.1109/ACCESS.2024.3443810
Contributors: Fareena Naz; Muhammad Fahim; Adnan Ahmad Cheema; Nguyen Trung Viet; Tuan-Vu Cao; Ruth Hunter; Trung Q. Duong
Source: check_circle
Crossref

Understanding the Security Implications in O-RAN with Abusive Adversaries

2024 | Book chapter
DOI: 10.1007/978-3-031-67357-3_16
Contributors: Mark Megarry; Antonino Masaracchia; Muhammad Fahim; Vishal Sharma; Trung Q. Duong
Source: check_circle
Crossref

Comparative Analysis of Deep Learning and Statistical Models for Air Pollutants Prediction in Urban Areas

IEEE Access
2023 | Journal article
DOI: 10.1109/ACCESS.2023.3289153
Contributors: Fareena Naz; Conor Mccann; Muhammad Fahim; Tuan-Vu Cao; Ruth Hunter; Nguyen Trung Viet; Long D. Nguyen; Trung Q. Duong
Source: check_circle
Crossref

Healthy Aging: A Deep Meta-Class Sequence Model to Integrate Intelligence in Digital Twin

IEEE Journal of Translational Engineering in Health and Medicine
2023 | Journal article
DOI: 10.1109/JTEHM.2023.3274357
Contributors: Muhammad Fahim; Vishal Sharma; Ruth Hunter; Trung Q. Duong
Source: check_circle
Crossref

DGM: a data generative model to improve minority class presence in anomaly detection domain

Neural Computing and Applications
2021 | Journal article
DOI: 10.1007/s00521-021-05993-w
EID:

2-s2.0-85104888823

Part of ISSN: 14333058 09410643
Contributors: Dlamini, G.; Fahim, M.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

Wind turbine data analysis and lstm-based prediction in scada system

Energies
2021 | Journal article
DOI: 10.3390/en14010125
EID:

2-s2.0-85104403895

Part of ISSN: 19961073
Contributors: Delgado, I.; Fahim, M.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

Emotion Recognition on large video dataset based on Convolutional Feature Extractor and Recurrent Neural Network

4th International Conference on Image Processing, Applications and Systems, IPAS 2020
2020 | Conference paper
DOI: 10.1109/IPAS50080.2020.9334935
EID:

2-s2.0-85100755261
Contributors: Rangulov, D.; Fahim, M.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

Synthesizing data using variational autoencoders for handling class imbalanced deep learning

Communications in Computer and Information Science
2020 | Book
DOI: 10.1007/978-3-030-39575-9_28
EID:

2-s2.0-85090491167

Part of ISSN: 18650937 18650929
Contributors: Sheikh, T.S.; Khan, A.; Fahim, M.; Ahmad, M.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

TSI: Time series to imaging based model for detecting anomalous energy consumption in smart buildings

Information Sciences
2020 | Journal article
DOI: 10.1016/j.ins.2020.02.069
EID:

2-s2.0-85081135067

Part of ISSN: 00200255
Contributors: Fahim, M.; Fraz, K.; Sillitti, A.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

A lightweight deep autoencoder-based approach for unsupervised anomaly detection

Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA
2019 | Conference paper
DOI: 10.1109/AICCSA47632.2019.9035217
EID:

2-s2.0-85082649524

Part of ISSN: 21615330 21615322
Contributors: Dlamini, G.; Galieva, R.; Fahim, M.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

Analyzing load profiles of energy consumption to infer household characteristics using smart meters

Energies
2019 | Journal article
DOI: 10.3390/en12050773
EID:

2-s2.0-85062407977

Part of ISSN: 19961073
Contributors: Fahim, M.; Sillitti, A.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

Anomaly Detection, Analysis and Prediction Techniques in IoT Environment: A Systematic Literature Review

IEEE Access
2019 | Journal article
DOI: 10.1109/ACCESS.2019.2921912
EID:

2-s2.0-85068998735

Part of ISSN: 21693536
Contributors: Fahim, M.; Sillitti, A.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

Enhanced label noise filtering with multiple voting

Applied Sciences (Switzerland)
2019 | Journal article
DOI: 10.3390/app9235031
EID:

2-s2.0-85076482207

Part of ISSN: 20763417
Contributors: Guan, D.; Hussain, M.; Yuan, W.; Khattak, A.M.; Fahim, M.; Khan, W.A.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

Improving Complex Network Controllability via Link Prediction

Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
2019 | Book
DOI: 10.1007/978-3-030-32388-2_8
EID:

2-s2.0-85076180465

Part of ISSN: 18678211
Contributors: Wei, R.; Yuan, W.; Guan, D.; Khattak, A.M.; Fahim, M.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

Noise Reduction in Network Embedding

Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
2019 | Book
DOI: 10.1007/978-3-030-32388-2_10
EID:

2-s2.0-85076165490

Part of ISSN: 18678211
Contributors: Li, C.; Guan, D.; Cui, Z.; Yuan, W.; Khattak, A.M.; Fahim, M.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

Remote health monitoring of elderly through wearable sensors

Multimedia Tools and Applications
2019 | Journal article
DOI: 10.1007/s11042-018-7134-7
EID:

2-s2.0-85060590536

Part of ISSN: 15737721 13807501
Contributors: Al-khafajiy, M.; Baker, T.; Chalmers, C.; Asim, M.; Kolivand, H.; Fahim, M.; Waraich, A.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

An Anomaly Detection Model for Enhancing Energy Management in Smart Buildings

2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, SmartGridComm 2018
2018 | Conference paper
DOI: 10.1109/SmartGridComm.2018.8587597
EID:

2-s2.0-85061029985
Contributors: Fahim, M.; Sillitti, A.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

Context mining of sedentary behaviour for promoting self-awareness using a smartphone

Sensors (Switzerland)
2018 | Journal article
DOI: 10.3390/s18030874
EID:

2-s2.0-85044297031

Part of ISSN: 14248220
Contributors: Fahim, M.; Baker, T.; Khattak, A.M.; Shah, B.; Aleem, S.; Chow, F.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

Alert me: Enhancing active lifestyle via observing sedentary behavior using mobile sensing systems

2017 IEEE 19th International Conference on e-Health Networking, Applications and Services, Healthcom 2017
2017 | Conference paper
DOI: 10.1109/HealthCom.2017.8210838
EID:

2-s2.0-85048168155
Contributors: Fahim, M.; Baker, T.; Khattak, A.M.; Alfandi, O.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

Knowledge-based decision support systems for personalized u-lifecare big data services

Intelligent Systems Reference Library
2017 | Book chapter
DOI: 10.1007/978-3-319-51905-0_9
EID:

2-s2.0-85015388001

Part of ISSN: 18684408 18684394
Contributors: Fahim, M.; Baker, T.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

Physical activity recognizer based on multimodal sensors in smartphone for ubiquitous-lifecare services

2017 IEEE AFRICON: Science, Technology and Innovation for Africa, AFRICON 2017
2017 | Conference paper
DOI: 10.1109/AFRCON.2017.8095536
EID:

2-s2.0-85039962734
Contributors: Fahim, M.; Khattak, A.M.; Aleem, S.; Katheeri, H.A.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

MHealth: Blood donation application using android smartphone

2016 6th International Conference on Digital Information and Communication Technology and Its Applications, DICTAP 2016
2016 | Conference paper
DOI: 10.1109/DICTAP.2016.7543997
EID:

2-s2.0-84987956564
Contributors: Fahim, M.; Cebe, H.I.; Rasheed, J.; Kiani, F.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

Micro-context recognition of sedentary behaviour using smartphone

2016 6th International Conference on Digital Information and Communication Technology and Its Applications, DICTAP 2016
2016 | Conference paper
DOI: 10.1109/DICTAP.2016.7543996
EID:

2-s2.0-84988038846
Contributors: Fahim, M.; Khattak, A.M.; Baker, T.; Chow, F.; Shah, B.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

Tracking the sedentary lifestyle using smartphone: A pilot study

International Conference on Advanced Communication Technology, ICACT
2016 | Conference paper
DOI: 10.1109/ICACT.2016.7423366
EID:

2-s2.0-84962844429

Part of ISSN: 17389445
Contributors: Fahim, M.; Khattak, A.M.; Chow, F.; Shah, B.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

An innovative platform for person-centric health and wellness support

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2015 | Book
DOI: 10.1007/978-3-319-16480-9_14
EID:

2-s2.0-84925271241

Part of ISSN: 16113349 03029743
Contributors: Banos, O.; Amin, M.B.; Khan, W.A.; Afzel, M.; Ahmad, M.; Ali, M.; Ali, T.; Ali, R.; Bilal, M.; Han, M. et al.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

An intelligent algorithm for highly heterogeneous arithmetic grid systems

Proceedings - 2015 IEEE International Conference on Computational Intelligence and Communication Technology, CICT 2015
2015 | Conference paper
DOI: 10.1109/CICT.2015.59
EID:

2-s2.0-84928155959
Contributors: Fahim, M.; Kiani, F.; Alizadeh, S.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

Energy efficiency in wireless sensor and actor networks by distributed time sychnronization algorithm

Proceedings - 2015 IEEE International Conference on Computational Intelligence and Communication Technology, CICT 2015
2015 | Conference paper
DOI: 10.1109/CICT.2015.60
EID:

2-s2.0-84928143387
Contributors: Kiani, F.; Fahim, M.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

Smart CDSS: integration of Social Media and Interaction Engine (SMIE) in healthcare for chronic disease patients

Multimedia Tools and Applications
2015 | Journal article
DOI: 10.1007/s11042-013-1668-5
EID:

2-s2.0-84933679736

Part of ISSN: 15737721 13807501
Contributors: Fatima, I.; Halder, S.; Saleem, M.A.; Batool, R.; Fahim, M.; Lee, Y.-K.; Lee, S.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

ATHENA: A personalized platform to promote an active lifestyle and wellbeing based on physical, mental and social health primitives

Sensors (Switzerland)
2014 | Journal article
DOI: 10.3390/s140509313
EID:

2-s2.0-84901334775

Part of ISSN: 14248220
Contributors: Fahim, M.; Idris, M.; Ali, R.; Nugent, C.; Kang, B.; Huh, E.-N.; Lee, S.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

PAM-based behavior modelling

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014 | Book
DOI: 10.1007/978-3-319-13105-4_6
EID:

2-s2.0-84921368281

Part of ISSN: 16113349 03029743
Contributors: Huynh-The, T.; Le, B.-V.; Fahim, M.; Lee, S.; Yoon, Y.; Kang, B.H.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

SUPAR: Smartphone as a ubiquitous physical activity recognizer for u-healthcare services

2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014
2014 | Conference paper
DOI: 10.1109/EMBC.2014.6944418
EID:

2-s2.0-84929497715
Contributors: Fahim, M.; Lee, S.; Yoon, Y.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

A genetic algorithm-based classifier ensemble optimization for activity recognition in smart homes

KSII Transactions on Internet and Information Systems
2013 | Journal article
DOI: 10.3837/tiis.2013.11.018
EID:

2-s2.0-84889650542

Part of ISSN: 19767277 22881468
Contributors: Fatima, I.; Fahim, M.; Lee, Y.-K.; Lee, S.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

A sleep monitoring application for u-lifecare using accelerometer sensor of smartphone

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2013 | Book
DOI: 10.1007/978-3-319-03176-7_20
EID:

2-s2.0-84893112279

Part of ISSN: 03029743 16113349
Contributors: Fahim, M.; Vui, L.B.; Fatima, I.; Lee, S.; Yoon, Y.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

A unified framework for activity recognition-based behavior analysis and action prediction in smart homes

Sensors (Switzerland)
2013 | Journal article
DOI: 10.3390/s130202682
EID:

2-s2.0-84875188454

Part of ISSN: 14248220
Contributors: Fatima, I.; Fahim, M.; Lee, Y.-K.; Lee, S.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

Analysis and effects of smart home dataset characteristics for daily life activity recognition

Journal of Supercomputing
2013 | Journal article
DOI: 10.1007/s11227-013-0978-8
EID:

2-s2.0-84888014281

Part of ISSN: 15730484 09208542
Contributors: Fatima, I.; Fahim, M.; Lee, Y.-K.; Lee, S.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

Classifier ensemble optimization for human activity recognition in smart homes

Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication, ICUIMC 2013
2013 | Conference paper
DOI: 10.1145/2448556.2448639
EID:

2-s2.0-84875851705
Contributors: Fatima, I.; Fahim, M.; Lee, Y.-K.; Lee, S.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

EEM: Evolutionary ensembles model for activity recognition in Smart Homes

Applied Intelligence
2013 | Journal article
DOI: 10.1007/s10489-012-0359-7
EID:

2-s2.0-84871768133

Part of ISSN: 0924669X
Contributors: Fahim, M.; Fatima, I.; Lee, S.; Lee, Y.-K.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

EFM: Evolutionary fuzzy model for dynamic activities recognition using a smartphone accelerometer

Applied Intelligence
2013 | Journal article
DOI: 10.1007/s10489-013-0427-7
EID:

2-s2.0-84884279990

Part of ISSN: 0924669X
Contributors: Fahim, M.; Fatima, I.; Lee, S.; Park, Y.-T.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

MODM: Multi-objective diffusion model for dynamic social networks using evolutionary algorithm

Journal of Supercomputing
2013 | Journal article
DOI: 10.1007/s11227-013-0947-2
EID:

2-s2.0-84887999917

Part of ISSN: 15730484 09208542
Contributors: Fatima, I.; Fahim, M.; Lee, Y.-K.; Lee, S.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

Activity recognition based on SVM kernel fusion in smart home

Lecture Notes in Electrical Engineering
2012 | Book
DOI: 10.1007/978-94-007-5699-1_29
EID:

2-s2.0-84868561868

Part of ISSN: 18761100 18761119
Contributors: Fahim, M.; Fatima, I.; Lee, S.; Lee, Y.-K.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

Daily life activity tracking application for smart homes using android smartphone

International Conference on Advanced Communication Technology, ICACT
2012 | Conference paper
EID:

2-s2.0-84860560394

Part of ISSN: 17389445
Contributors: Fahim, M.; Fatima, I.; Lee, S.; Lee, Y.-K.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

Effects of smart home dataset characteristics on classifiers performance for human activity recognition

Lecture Notes in Electrical Engineering
2012 | Book
DOI: 10.1007/978-94-007-5699-1_28
EID:

2-s2.0-84868589268

Part of ISSN: 18761100 18761119
Contributors: Fatima, I.; Fahim, M.; Lee, Y.-K.; Lee, S.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

Activity recognition: An evolutionary ensembles approach

SAGAware'11 - Proceedings of the 2011 International Workshop on Situation Activity and Goal Awareness
2011 | Conference paper
DOI: 10.1145/2030045.2030057
EID:

2-s2.0-80053629237
Contributors: Fahim, M.; Fatima, I.; Lee, S.; Lee, Y.-K.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

E-EDPPS: Enhanced an energy-efficient data privacy protection scheme for wireless sensor networks

International Journal of Advancements in Computing Technology
2011 | Journal article
DOI: 10.4156/ijact.vol3.issue5.2
EID:

2-s2.0-79960109744

Part of ISSN: 20058039
Contributors: de Dieu, I.J.; Wang, J.; Fahim, M.; Lee, S.; Lee, Y.-K.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

Socially interactive CDSS for u-life care

Proceedings of the 5th International Conference on Ubiquitous Information Management and Communication, ICUIMC 2011
2011 | Conference paper
DOI: 10.1145/1968613.1968725
EID:

2-s2.0-79956028873
Contributors: Fatima, I.; Fahim, M.; Guan, D.; Lee, Y.-K.; Lee, S.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

A multi-strategy Bayesian model for sensor fusion in smart environments

Proceeding - 5th International Conference on Computer Sciences and Convergence Information Technology, ICCIT 2010
2010 | Conference paper
DOI: 10.1109/ICCIT.2010.5711028
EID:

2-s2.0-79952677070
Contributors: Fahim, M.; Siddiqi, M.H.; Lee, S.; Lee, Y.-K.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier

Human activity recognition based on morphological dilation followed by watershed transformation method

ICEIE 2010 - 2010 International Conference on Electronics and Information Engineering, Proceedings
2010 | Conference paper
DOI: 10.1109/ICEIE.2010.5559811
EID:

2-s2.0-78049339687
Contributors: Siddiqi, M.H.; Fahim, M.; Lee, S.; Lee, Y.-K.
Source: Self-asserted source
Muhammad Fahim via Scopus - Elsevier
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