Muhammad Umair

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 57

Top Topics

Machine Learning

Extractive Summarization

Feature Mapping

Energy Management

Top Venues

Conference on Designing Interactive Systems

Publications

Muhammad Umair, Wooi-Haw Tan, Yee-Loo Foo
Dynamic Federated Learning Aggregation for Enhanced Intrusion Detection in IoT Attacks. ICAIIC (2024)
Zafar Saeed, Fozia Aslam, Adnan Ghafoor, Muhammad Umair, Imran Razzak
Exploring the impact of SEO-based ranking factors for voice queries through machine learning. Artif. Intell. Rev. 57 (6) (2024)
Khurram Shabbir, Muhammad Umair, Sung-Han Sim, Usman Ali, Mohamed Noureldin
Estimation of Prediction Intervals for Performance Assessment of Building Using Machine Learning. Sensors 24 (13) (2024)
Muhammad Zubair, Jaffar Ali, Musaed A. Alhussein, Shoaib Hassan, Khursheed Aurangzeb, Muhammad Umair
An Improved Machine Learning-Driven Framework for Cryptocurrencies Price Prediction With Sentimental Cautioning. IEEE Access 12 (2024)
Muhammad Umair, Tangina Sultana, Young-Koo Lee
Pre-trained language models for keyphrase prediction: A review. ICT Express 10 (4) (2024)
Muhammad Umair, Athman Bouguettaya, Abdallah Lakhdari
Determining Intent of Changes to Ascertain Fake Crowdsourced Image Services. CoRR (2024)
Muhammad Umair, Nasir Rashid, Umar Shahbaz Khan, Amir Hamza, Javaid Iqbal
Emotion Fusion-Sense (Emo Fu-Sense) - A novel multimodal emotion classification technique. Biomed. Signal Process. Control. 94 (2024)
Wassem I. A. E. Altabaji, Muhammad Umair, Wooi-Haw Tan, Yee-Loo Foo, Chee-Pun Ooi
Comparative Analysis of Transfer Learning, LeafNet, and Modified LeafNet Models for Accurate Rice Leaf Diseases Classification. IEEE Access 12 (2024)
Muhammad Zubair, Muhammad Umair, Rizwan Ali Naqvi, Dildar Hussain, Muhammad Owais, Naoufel Werghi
A comprehensive computer-aided system for an early-stage diagnosis and classification of diabetic macular edema. J. King Saud Univ. Comput. Inf. Sci. 35 (8) (2023)
Junaid Akram, Muhammad Umair, Rutvij H. Jhaveri, Muhammad Naveed Riaz, Haoran Chi, Sharaf J. Malebary
Chained-Drones: Blockchain-based privacy-preserving framework for secure and intelligent service provisioning in Internet of Drone Things. Comput. Electr. Eng. 110 (2023)
Toqeer Mahmood, Saba Naseem, Rehan Ashraf, Muhammad Asif, Muhammad Umair, Mohsin Shah
Recognizing factors effecting the use of mobile banking apps through sentiment and thematic analysis on user reviews. Neural Comput. Appl. 35 (27) (2023)
Tangina Sultana, Md. Delowar Hossain, Muhammad Umair, Muhammad Numan Khan, Aftab Alam, Young-Koo Lee
Graph pattern detection and structural redundancy reduction to compress named graphs. Inf. Sci. 647 (2023)
Abdul Jamil, Mohsin Ashraf, Asif Farooq, Muhammad Bilal Khan, Usman Ahmed, Muhammad Umair
An Optimized Algorithm for Human Portrait Image Segmentation Using U-Net. ICACS (2023)
Muhammad Umair, Athman Bouguettaya, Abdallah Lakhdari
Detecting Changes in Crowdsourced Social Media Images. CoRR (2023)
Muhammad Umair, Muhammad Aamir Cheema, Bilal Afzal, Ghalib A. Shah
Energy management of smart homes over fog-based IoT architecture. Sustain. Comput. Informatics Syst. 39 (2023)
Muhammad Umair, Wooi-Haw Tan, Yee-Loo Foo
Efficient Malware Classification with Spiking Neural Networks: A Case Study on N-BaIoT Dataset. ICUFN (2023)
Muhammad Umair, Athman Bouguettaya, Abdallah Lakhdari
Determining Intent of Changes to Ascertain Fake Crowdsourced Image Services. IEEE Trans. Serv. Comput. 16 (6) (2023)
Muhammad Umair, Athman Bouguettaya, Abdallah Lakhdari
Detecting Changes in Crowdsourced Social Media Images. ICSOC (2) (2023)
Syed Qasim Gilani, Tehreem Syed, Muhammad Umair, Oge Marques
Skin Cancer Classification Using Deep Spiking Neural Network. J. Digit. Imaging 36 (3) (2023)
Caroline Claisse, Muhammad Umair, Abigail C. Durrant, Charles Windlin, Pavel Karpashevich, Kristina Höök, Vasiliki Tsaknaki, Pedro Sanches, Corina Sas
Tangible Interaction for Supporting Well-being. CHI Extended Abstracts (2022)
Muhammad Umair, Manzoor Ahmed Hashmani, Syed Sajjad Hussain Rizvi, Hasmi Taib, Mohd Nasir Abdullah, Mehak Maqbool Memon
A Novel Deep Learning Model for Sea State Classification Using Visual-Range Sea Images. Symmetry 14 (7) (2022)
Niaz Chalabianloo, Yekta Said Can, Muhammad Umair, Corina Sas, Cem Ersoy
Application level performance evaluation of wearable devices for stress classification with explainable AI. Pervasive Mob. Comput. 87 (2022)
Muhammad Umair, Julia Beret Mertens, Saul Albert, Jan Peter de Ruiter
GailBot: An automatic transcription system for Conversation Analysis. Dialogue Discourse 13 (1) (2022)
Muhammad Umair, Young-Koo Lee
iRun: Horizontal and Vertical Shape of a Region-Based Graph Compression. Sensors 22 (24) (2022)
Shah Faisal, Atif Khan, Suhail Yousaf, Muhammad Umair
Contextual Word Embedding based Clustering for Extractive Summarization. FIT (2022)
Manzoor Ahmed Hashmani, Mehak Maqbool Memon, Kamran Raza, Syed Hasan Adil, Syed Sajjad Rizvi, Muhammad Umair
Content-Aware SLIC Super-Pixels for Semi-Dark Images (SLIC++). Sensors 22 (3) (2022)
Charles Threlkeld, Muhammad Umair, Jp de Ruiter
Using Transition Duration to Improve Turn-taking in Conversational Agents. SIGDIAL (2022)
Muhammad Umair, Muhammad Aamir Cheema, Omer Cheema, Huan Li, Hua Lu
Impact of COVID-19 on IoT Adoption in Healthcare, Smart Homes, Smart Buildings, Smart Cities, Transportation and Industrial IoT. Sensors 21 (11) (2021)
Muhammad Umair, Muhammad Aamir Cheema, Omer Cheema, Huan Li, Hua Lu
Impact of COVID-19 on Adoption of IoT in Different Sectors. CoRR (2021)
Paul Tennent, Kristina Höök, Steve Benford, Vasiliki Tsaknaki, Anna Ståhl, Claudia Daudén Roquet, Charles Windlin, Pedro Sanches, Joe Marshall, Christine Li, Juan Pablo Martinez-Avila, Miquel Alfaras, Muhammad Umair, Feng Zhou
Articulating Soma Experiences using Trajectories. CHI (2021)
Muhammad Umair, Corina Sas, Niaz Chalabianloo, Cem Ersoy
Exploring Personalized Vibrotactile and Thermal Patterns for Affect Regulation. Conference on Designing Interactive Systems (2021)
Muhammad Umair, Niaz Chalabianloo, Corina Sas, Cem Ersoy
HRV and Stress: A Mixed-Methods Approach for Comparison of Wearable Heart Rate Sensors for Biofeedback. IEEE Access 9 (2021)
Muhammad Umair, Muhammad Shahbaz Khan, Fawad Ahmed, Fatmah Baothman, Fehaid Alqahtani, Muhammad Alian, Jawad Ahmad
Detection of COVID-19 Using Transfer Learning and Grad-CAM Visualization on Indigenously Collected X-ray Dataset. Sensors 21 (17) (2021)
Kristina Höök, Steve Benford, Paul Tennent, Vasiliki Tsaknaki, Miquel Alfaras, Juan Pablo Martinez-Avila, Christine Li, Joseph Marshall, Claudia Daudén Roquet, Pedro Sanches, Anna Ståhl, Muhammad Umair, Charles Windlin, Feng Zhou
Unpacking Non-Dualistic Design: The Soma Design Case. ACM Trans. Comput. Hum. Interact. 28 (6) (2021)
Muhammad Umair, Ghalib A. Shah
Energy Management of Smart Homes. SMARTCOMP (2020)
Hojin Seo, Kisung Park, Yongkoo Han, Hyunwook Kim, Muhammad Umair, Kifayat-Ullah Khan, Young-Koo Lee
An effective graph summarization and compression technique for a large-scaled graph. J. Supercomput. 76 (10) (2020)
Miquel Alfaras, Vasiliki Tsaknaki, Pedro Sanches, Charles Windlin, Muhammad Umair, Corina Sas, Kristina Höök
From Biodata to Somadata. CHI (2020)
Muhammad Umair, Corina Sas, Miquel Alfaras
ThermoPixels: Toolkit for Personalizing Arousal-based Interfaces through Hybrid Crafting. Conference on Designing Interactive Systems (2020)
Corina Sas, Kobi Hartley, Muhammad Umair
ManneqKit Cards: A Kinesthetic Empathic Design Tool Communicating Depression Experiences. Conference on Designing Interactive Systems (2020)
Adnan Rashid, Muhammad Umair, Osman Hasan, Mohamed H. Zaki
Toward the Formalization of Macroscopic Models of Traffic Flow Using Higher-Order-Logic Theorem Proving. IEEE Access 8 (2020)
Miquel Alfaras, William Primett, Muhammad Umair, Charles Windlin, Pavel Karpashevich, Niaz Chalabianloo, Dionne Bowie, Corina Sas, Pedro Sanches, Kristina Höök, Cem Ersoy, Hugo Gamboa
Biosensing and Actuation - Platforms Coupling Body Input-Output Modalities for Affective Technologies. Sensors 20 (21) (2020)
Kieran Woodward, Eiman Kanjo, Muhammad Umair, Corina Sas
Harnessing digital phenotyping to deliver real-time interventional bio-feedback. UbiComp/ISWC Adjunct (2019)
Muhammad Adnan Khan, Muhammad Umair, Muhammad Aamer Saleem, Muhammad Nadeem Ali, Sagheer Abbas
CDE using improved opposite based swarm optimization for MIMO systems. J. Intell. Fuzzy Syst. 37 (1) (2019)
Pedro Sanches, Axel Janson, Pavel Karpashevich, Camille Nadal, Chengcheng Qu, Claudia Daudén Roquet, Muhammad Umair, Charles Windlin, Gavin J. Doherty, Kristina Höök, Corina Sas
HCI and Affective Health: Taking stock of a decade of studies and charting future research directions. CHI (2019)
Bilal Afzal, Muhammad Umair, Ghalib Asadullah Shah, Ejaz Ahmed
Enabling IoT platforms for social IoT applications: Vision, feature mapping, and challenges. Future Gener. Comput. Syst. 92 (2019)
Muhammad Hamza Sarwar, Munam Ali Shah, Muhammad Umair, Syad Hassnain Faraz
Network of ECUs Software Update in Future vehicles. ICAC (2019)
Muhammad Umair, Munam Ali Shah, Muhammad Hamza Sarwar
Barriers of Requirement Change Management Process in the Context of Global Software Development. ICAC (2019)
Muhammad Umair, Miquel Alfaras, Hugo Gamboa, Corina Sas
Experiencing discomfort: designing for affect from first-person perspective. UbiComp/ISWC Adjunct (2019)
Ibrahim Nadir, Zafeer Ahmad, Haroon Mahmood, Ghalib Asadullah Shah, Farrukh Shahzad, Muhammad Umair, Hassam Khan, Usman Gulzar
An Auditing Framework for Vulnerability Analysis of IoT System. EuroS&P Workshops (2019)
Muhammad Umair, Corina Sas, Muhammad Hamza Latif
Towards Affective Chronometry: Exploring Smart Materials and Actuators for Real-time Representations of Changes in Arousal. Conference on Designing Interactive Systems (2019)
Muhammad Umair, Bilal Afzal, Asad I. Khan, Atiq ur Rehman, Y. Ahmet Sekercioglu, Ghalib A. Shah
Self-Configurable Hybrid Energy Management System for Smart Buildings. ICARCV (2018)
Aftab Khan, Sakhi Rehman, Muhammad Waleed, Ashfaq Khan, Muhammad Umair, Tariq Kamal, Shehryar Khan Afridi, Safdar Nawaz Khan Marwat
Forensic Video Analysis: Passive Tracking System for Automated Person of Interest (POI) Localization. IEEE Access 6 (2018)
Muhammad Umair Hassan, Saad Karim, Syed Kumail Shah, Sammar Abbas, Muhammad Yasin, Muhammad Shahzaib, Muhammad Umair
A Comparative Study on Frequent Link Disconnection problems in VANETs. EAI Endorsed Trans. Energy Web 5 (17) (2018)
Fahad Shamshad, Muhammad Awais, Muhammad Asim, Zain ul Aabidin Lodhi, Muhammad Umair, Ali Ahmed
Leveraging Deep Stein's Unbiased Risk Estimator for Unsupervised X-ray Denoising. CoRR (2018)
Muhammad Umair, Muhammad Hamza Latif, Corina Sas
Dynamic Displays at Wrist for Real Time Visualization of Affective Data. Conference on Designing Interactive Systems (Companion Volume) (2018)
Subhan Arif, Muhammad Umair, Syed Muhammad Kumail Naqvi, Ahmad Ikram, Anam Ikram
Detection of bowler's strong and weak area in cricket through commentary. ICFNDS (2018)
Taewan You, Muhammad Umair, Yong-Gen Hong
Mobile crowd sensing based on CICN. ICTC (2017)
Muhammad Adnan Khan, Muhammad Umair, Muhammad Aamer Saleem Choudry
Accelerated Assistant to SubOptimum Receiver for Multi Carrier Code Division Multiple Access System. CoRR (2014)
Jan Treur, Muhammad Umair
A Human-Like Agent Model for Attribution of Actions Using Ownership States and Inverse Mirroring. IEA/AIE (2012)
Tibor Bosse, Mark Hoogendoorn, Zulfiqar Ali Memon, Jan Treur, Muhammad Umair
A computational model for dynamics of desiring and feeling. Cogn. Syst. Res. (2012)
Tibor Bosse, Zulfiqar Ali Memon, Rogier Oorburg, Jan Treur, Muhammad Umair, Michael de Vos
A Software Environment for an Adaptive Human-Aware Software Agent Supporting Attention-Demanding Tasks. Int. J. Artif. Intell. Tools 20 (5) (2011)
Jan Treur, Muhammad Umair
An agent model integrating an adaptive model for environmental dynamics. Int. J. Intell. Inf. Database Syst. 5 (3) (2011)
Jan Treur, Muhammad Umair
On Rationality of Decision Models Incorporating Emotion-Related Valuing and Hebbian Learning. ICONIP (3) (2011)
Jan Treur, Muhammad Umair
A Cognitive Agent Model Using Inverse Mirroring for False Attribution of Own Actions to Other Agents. IEA/AIE (2) (2011)
Zulfiqar Ali Memon, Rogier Oorburg, Jan Treur, Muhammad Umair, Michael de Vos
A software environment for a human-aware ambient agent supporting attention-demanding tasks. ICCS (1) (2010)
Mark Hoogendoorn, Zulfiqar Ali Memon, Jan Treur, Muhammad Umair
A Model-Based Ambient Agent Providing Support in Handling Desire and Temptation. PAAMS (Special Sessions and Workshops) (2010)
Jan Treur, Muhammad Umair
An Ambient Agent Model Incorporating an Adaptive Model for Environmental Dynamics. ACIIDS (1) (2010)
Tibor Bosse, Mark Hoogendoorn, Zulfiqar Ali Memon, Jan Treur, Muhammad Umair
An Adaptive Model for Dynamics of Desiring and Feeling Based on Hebbian Learning. Brain Informatics (2010)
Tibor Bosse, Zulfiqar Ali Memon, Jan Treur, Muhammad Umair
An Adaptive Human-Aware Software Agent Supporting Attention-Demanding Tasks. PRIMA (2009)
Mark Hoogendoorn, Jan Treur, Muhammad Umair
An Ecological Model-Based Reasoning Model to Support Nature Park Managers. IEA/AIE (2009)