Muhammad Asif Naeem

98 papers A* 2A 1B 4C 10Misc 6Journal 46Unranked 28

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	An accuracy-privacy optimization framework considering user's privacy requirements for data stream mining. J. Big Data Waruni Hewage, Roopak Sinha, Muhammad Asif Naeem
2025	J	`jnl`	CoverGAN: cover photo generation from text story using layout guided GAN. Soft Comput. Adeel Cheema, Muhammad Asif Naeem
2025	J	`jnl`	Multi-Class Imbalanced Data Handling with Concept Drift in Fog Computing: A Taxonomy, Review, and Future Directions. ACM Comput. Surv. Farhana Sharief, Humaira Ijaz, Mohammad Shojafar, Muhammad Asif Naeem
2025	J	`jnl`	TDA-ViT: A Transformer-Based Framework for Unified Urdu Text Recognition via Topological and Visual Feature Fusion. IEEE Access Shahbaz Hassan, Ahmad Raza Shahid, Muhammad Asif Naeem
2024	—	`conf`	A Light-Weight Image to Description Model Using Knowledge Distillation. AIBThings Eisha Rehan, Shahwaiz Memon, Muhsin Raza, Muhammad Asif Naeem, Fazeel Nadeem Bhatti
2024	J	`jnl`	A Robust Technique for Closed Frequent and High Utility Itemsets Mining: Closed-FHUIM. IEEE Access Muhammad Waheed Ashraf, Muhammad Asif Naeem, HeeJeong Jasmine Lee
2024	J	`jnl`	Adapting multilingual vision language transformers for low-resource Urdu optical character recognition (OCR). PeerJ Comput. Sci. Musa Dildar Ahmed Cheema, Mohammad Daniyal Shaiq, Farhaan Mirza, Ali Kamal, Muhammad Asif Naeem
2024	J	`jnl`	BiL-FaND: leveraging ensemble technique for efficient bilingual fake news detection. Int. J. Mach. Learn. Cybern. Saad Munir, Muhammad Asif Naeem
2024	J	`jnl`	Dynamic Quantification With Constrained Error Under Unknown General Dataset Shift. IEEE Trans. Knowl. Data Eng. Benjamin Denham, Edmund M.-K. Lai, Roopak Sinha, Muhammad Asif Naeem
2024	J	`jnl`	Investigating Machine Learning Techniques for Predicting Risk of Asthma Exacerbations: A Systematic Review. J. Medical Syst. Widana Kankanamge Darsha Jayamini, Farhaan Mirza, Muhammad Asif Naeem, Amy Hai Yan Chan
2023	J	`jnl`	Co-Designing a Medication Notification Application with Multi-Channel Reminders. CoRR Nawal Chanane, Farhaan Mirza, Muhammad Asif Naeem
2023	C	`conf`	Predicting Peak Demand Days for Asthma-Related Emergency Hospitalisations: A Machine Learning Approach. PKAW Rashi Bhalla, Farhaan Mirza, Muhammad Asif Naeem, Amy Hai Yan Chan
2023	J	`jnl`	Privacy-preserving data (stream) mining techniques and their impact on data mining accuracy: a systematic literature review. Artif. Intell. Rev. U. H. W. A. Hewage, Roopak Sinha, Muhammad Asif Naeem
2022	J	`jnl`	BigRC-EML: big-data based ransomware classification using ensemble machine learning. Clust. Comput. Sana Aurangzeb, Haris Anwar, Muhammad Asif Naeem, Muhammad Aleem
2022	J	`jnl`	Multi-Class Skin Lesions Classification Using Deep Features. Sensors Muhammad Usama, Muhammad Asif Naeem, Farhaan Mirza
2022	J	`jnl`	Novel method for optimizing performance in resource constrained distributed data streams. Appl. Intell. Rashi Bhalla, Russel Pears, Muhammad Asif Naeem, Farhaan Mirza
2022	J	`jnl`	TinyLFU-based semi-stream cache join for near-real-time data warehousing. Soft Comput. Muhammad Asif Naeem, Wasiullah Waqar, Farhaan Mirza, Ali Tahir
2022	J	`jnl`	Witan: Unsupervised Labelling Function Generation for Assisted Data Programming. Proc. VLDB Endow. Benjamin Denham, Edmund M.-K. Lai, Roopak Sinha, Muhammad Asif Naeem
2021	J	`jnl`	Assessing User Satisfaction of Current Enterprise Systems and Their Adaptability From the Perspective of Top Management. IEEE Access Alhanof Almutairi, Muhammad Asif Naeem, Gerald Weber
2021	A*	`conf`	Gain-Some-Lose-Some: Reliable Quantification Under General Dataset Shift. ICDM Benjamin Denham, Edmund M.-K. Lai, Roopak Sinha, Muhammad Asif Naeem
2021	J	`jnl`	Multi-interest semantic changes over time in short-text microblogs. Knowl. Based Syst. Herman Masindano Wandabwa, Muhammad Asif Naeem, Farhaan Mirza, Russel Pears
2021	J	`jnl`	Topical affinity in short text microblogs. Inf. Syst. Herman Masindano Wandabwa, Muhammad Asif Naeem, Farhaan Mirza, Russel Pears
2020	J	`jnl`	A Survey for the Ranking of Trajectory Prediction Algorithms on Ubiquitous Wireless Sensors. Sensors Muhammad Daud Kamal, Ali Tahir, Muhammad Babar Kamal, Faisal Moeen, Muhammad Asif Naeem
2020	J	`jnl`	Big Data Velocity Management-From Stream to Warehouse via High Performance Memory Optimized Index Join. IEEE Access Muhammad Asif Naeem, Farhaan Mirza, Habib Ullah Khan, David Sundaram, Noreen Jamil, Gerald Weber
2020	—	`conf`	Co-Designing a Medication Notification Application with Multi-Channel Reminders. ACIS Nawal Chanane, Farhaan Mirza, Muhammad Asif Naeem
2020	J	`jnl`	Data Analytics in Mental Healthcare. Sci. Program. Ayesha Kamran Ul haq, Amira Khattak, Noreen Jamil, Muhammad Asif Naeem, Farhaan Mirza
2020	J	`jnl`	Deep Learning Algorithm for Brain-Computer Interface. Sci. Program. Asif Mansoor, Muhammad Waleed Usman, Noreen Jamil, Muhammad Asif Naeem, Iván García-Magariño
2020	J	`jnl`	Enhancing random projection with independent and cumulative additive noise for privacy-preserving data stream mining. Expert Syst. Appl. Benjamin Denham, Russel Pears, Muhammad Asif Naeem
2020	J	`jnl`	Evaluating Encryption Algorithms for Sensitive Data Using Different Storage Devices. Sci. Program. Bahman A. Sassani Sarrafpour, Mohammed Alkorbi, Noreen Jamil, Muhammad Asif Naeem, Farhaan Mirza
2020	—	`conf`	Follow-back Recommendations for Sports Bettors: A Twitter-based Approach. HICSS Herman Masindano Wandabwa, Muhammad Asif Naeem, Farhaan Mirza, Russel Pears
2020	J	`jnl`	HDSM: A distributed data mining approach to classifying vertically distributed data streams. Knowl. Based Syst. Benjamin Denham, Russel Pears, Muhammad Asif Naeem
2020	—	`conf`	Multi-interest User Profiling in Short Text Microblogs. DESRIST Herman Masindano Wandabwa, Muhammad Asif Naeem, Farhaan Mirza, Russel Pears, Andy Nguyen
2020	A*	`conf`	Null-Labelling: A Generic Approach for Learning in the Presence of Class Noise. ICDM Benjamin Denham, Russel Pears, Muhammad Asif Naeem
2020	J	`jnl`	Optimizing Semi-Stream CACHEJOIN for Near-Real- Time Data Warehousing. J. Database Manag. Muhammad Asif Naeem, Erum Mehmood, M. G. Abbas Malik, Noreen Jamil
2019	—	`conf`	A Performance Comparison of Deep Learning Methods for Real-time Localisation of Vehicle Lights in Video Frames. ITSC Christopher J. Rapson, Boon-Chong Seet, Muhammad Asif Naeem, Jeong Eun Lee, Reinhard Klette
2019	J	`jnl`	A memory-optimal many-to-many semi-stream join. Distributed Parallel Databases Muhammad Asif Naeem, Gerald Weber, Christof Lutteroth
2019	J	`jnl`	A smart system for short-term price prediction using time series models. Comput. Electr. Eng. Huy Vuong Nguyen, Muhammad Asif Naeem, Nuttanan Wichitaksorn, Russel Pears
2019	—	`conf`	Insights of Medication Adherence Management: A Qualitative Study with Healthcare Professionals and Technology Designers. ACIS Nawal Chanane, Farhaan Mirza, Muhammad Asif Naeem
2019	—	`conf`	Optimising HYBRIDJOIN to Process Semi-Stream Data in Near-real-time Data Warehousing. CONF-IRM Muhammad Asif Naeem, Omer Aziz, Noreen Jamil
2019	J	`jnl`	Optimization and Extension of Stream-Relation Joins. Int. J. Inf. Technol. Decis. Mak. Muhammad Asif Naeem
2019	J	`jnl`	Optimizing Semi-Stream CACHEJOIN for Near-Real-Time Data Warehousing. CoRR Muhammad Asif Naeem, Erum Mehmood, M. G. Abbas Malik, Noreen Jamil
2019	J	`jnl`	SENTIPEDE: A Smart System for Sentiment-based Personality Detection from Short Texts. J. Univers. Comput. Sci. Adi Darliansyah, Muhammad Asif Naeem, Farhaan Mirza, Russel Pears
2019	—	`conf`	Topical Expressivity in Short Texts. CONF-IRM Herman Masindano Wandabwa, Muhammad Asif Naeem, Farhaan Mirza, Russel Pears
2018	J	`jnl`	A Metamodel Enabled Approach for Discovery of Coherent Topics in Short Text Microblogs. IEEE Access Herman Masindano Wandabwa, Muhammad Asif Naeem, Russel Pears, Farhaan Mirza
2018	J	`jnl`	A Smart Email Client Prototype for Effective Reuse of Past Replies. IEEE Access Muhammad Asif Naeem, I. Wayan S. Linggawa, Aftab A. Mughal, Christof Lutteroth, Gerald Weber
2018	J	`jnl`	A refinement of an iterative orthogonal projection method. J. Comput. Appl. Math. Noreen Jamil, Farhaan Mirza, Muhammad Asif Naeem, Nilufar Baghaei
2018	—	`conf`	E-BRACE: A Secure Electronic Health Record Access Method in Medical Emergency. INTAP Shraddha Nayak, Md. Akbar Hossain, Farhaan Mirza, Muhammad Asif Naeem, Noreen Jamil
2018	—	`conf`	Fall Detection Using Smartphones to Enhance Safety and Security of Older Adults at Home. ICMU Hoa Hong Nguyen, Feng Zhou, Farhaan Mirza, Muhammad Asif Naeem
2018	—	`conf`	Improving Post-Hospital Discharge Management by Implementing the Discharge Summary on a Mobile Application. ICMU Hiten Karamchandani, Muhammad Asif Naeem, Farhaan Mirza, Mirza Mansoor Baig
2018	—	`conf`	Long-Term Trends in Public Sentiment in Indian Demonetisation Policy. INTAP Adi Darliansyah, Herman Masindano Wandabwa, Muhammad Asif Naeem, Farhaan Mirza, Russel Pears
2018	Misc	`conf`	Reducing the Pain: A Novel Tool for Efficient Ground-Truth Labelling in Images. IVCNZ Christopher J. Rapson, Boon-Chong Seet, Muhammad Asif Naeem, Jeong Eun Lee, Mahmoud Al-Sarayreh, Reinhard Klette
2018	J	`jnl`	The incremental Fourier classifier: Leveraging the discrete Fourier transform for classifying high speed data streams. Expert Syst. Appl. Chamari I. Kithulgoda, Russel Pears, Muhammad Asif Naeem
2017	Misc	`conf`	A Multi-way Semi-stream Join for a Near-Real-Time Data Warehouse. ADC Muhammad Asif Naeem, Kim Tung Nguyen, Gerald Weber
2017	J	`jnl`	A Semi Supervised Approach for Catchphrase Classification in Legal Text Documents. J. Comput. Imran Sarwar Bajwa, Fatim Karim, Muhammad Asif Naeem, Riaz ul Amin
2017	Misc	`conf`	A crowd sourced framework for neighbour assisted medical emergency system. ITNAC Akbar Hossain, Farhaan Mirza, Muhammad Asif Naeem, Jairo A. Gutiérrez
2017	C	`conf`	A review on IoT healthcare monitoring applications and a vision for transforming sensor data into real-time clinical feedback. CSCWD Hoa Hong Nguyen, Farhaan Mirza, Muhammad Asif Naeem, Minh Nguyen
2017	—	`conf`	Acceptance of Technology-Driven Interventions for Improving Medication Adherence. FNSS Nawal Chanane, Farhaan Mirza, Muhammad Asif Naeem, Asfahaan Mirza
2017	—	`conf`	Aspect of Blame in Tweets: A Deep Recurrent Neural Network Approach. WWW (Companion Volume) Herman Masindano Wandabwa, Muhammad Asif Naeem, Farhaan Mirza
2017	C	`conf`	Detecting Falls Using a Wearable Accelerometer Motion Sensor. MobiQuitous Hoa Hong Nguyen, Farhaan Mirza, Muhammad Asif Naeem, Mirza Mansoor Baig
2017	C	`conf`	Document level semantic comprehension of noisy text streams via convolutional neural networks. CSCWD Herman Masindano Wandabwa, Muhammad Asif Naeem, Farhaan Mirza
2017	J	`jnl`	Skewed distributions in semi-stream joins: How much can caching help? Inf. Syst. Muhammad Asif Naeem, Gillian Dobbie, Christof Lutteroth, Gerald Weber
2017	C	`conf`	Uncovering useful patterns in shopping cart data. CSCWD Ali Haider Hussein Ghazala, Muhammad Asif Naeem, Farhaan Mirza, Noreen Jamil
2017	J	`jnl`	Utilizing typed dependency subtree patterns for answer sentence generation in question answering systems. Prog. Artif. Intell. Rivindu Perera, Parma Nand, Muhammad Asif Naeem
2016	J	`jnl`	A Cached-Based Stream-Relation Join Operator for Semi-Stream Data Processing. Int. J. Data Warehous. Min. Muhammad Asif Naeem, Imran Sarwar Bajwa, Noreen Jamil
2016	J	`jnl`	Extending linear relaxation for non-square matrices and soft constraints. J. Comput. Appl. Math. Noreen Jamil, Johannes Müller, Muhammad Asif Naeem, Christof Lutteroth, Gerald Weber
2016	J	`jnl`	Improving a Credit Scoring Model by Incorporating Bank Statement Derived Features. CoRR Rory P. Bunker, WenJun Zhang, Muhammad Asif Naeem
2016	Misc	`conf`	Optimising Queue-Based Semi-stream Joins by Introducing a Queue of Frequent Pages. ADC Muhammad Asif Naeem, Gerald Weber, Christof Lutteroth
2015	Misc	`conf`	A Cache-Based Semi-Stream Join to deal with Unmatched Stream Data. ADC Muhammad Asif Naeem, Imran Sarwar Bajwa, Noreen Jamil
2015	—	`conf`	A Cached-based approach to enrich Stream data with master data. ICDIM Muhammad Asif Naeem, Imran Sarwar Bajwa, Noreen Jamil
2015	C	`conf`	S3J: A Parallel Semi-Stream Similarity Join. DOLAP Hao Gao, Muhammad Asif Naeem, Christof Lutteroth, Gerald Weber
2014	—	`conf`	A caching approach to process stream data in data warehouse. ICDIM Muhammad Asif Naeem
2014	—	`conf`	A model transformation from NL to SBVR. ICDIM Shabana Ramzan, Imran Sarwar Bajwa, Ikram Ul Haq, Muhammad Asif Naeem
2014	J	`jnl`	An Efficient Stream-based Join to Process End User Transactions in Real-Time Data Warehousing. J. Digit. Inf. Manag. Muhammad Asif Naeem, Noreen Jamil
2014	J	`jnl`	Efficient processing of streaming updates with archived master data in near-real-time data warehousing. Knowl. Inf. Syst. Muhammad Asif Naeem, Gillian Dobbie, Gerald Weber
2014	—	`conf`	Natural language processing based interpretation of skewed graphs. ICACCI Aqsa Mahmood, Kiran Qazi, Imran Sarwar Bajwa, Muhammad Asif Naeem
2014	B	`conf`	Optimizing Queue-Based Semi-Stream Joins with Indexed Master Data. DaWaK Muhammad Asif Naeem, Gerald Weber, Christof Lutteroth, Gillian Dobbie
2013	A	`conf`	A generic front-stage for semi-stream processing. CIKM Muhammad Asif Naeem, Gerald Weber, Gillian Dobbie, Christof Lutteroth
2013	—	`conf`	A robust join operator to process streaming data in real-time data warehousing. ICDIM Muhammad Asif Naeem
2013	—	`conf`	Efficient processing of semi-stream data. ICDIM Muhammad Asif Naeem
2013	—	`ed.`	Eighth International Conference on Digital Information Management (ICDIM 2013), Islamabad, Pakistan, September 10-12, 2013 ICDIM Imran Sarwar Bajwa, Muhammad Asif Naeem, Pit Pichappan
2013	B	`conf`	SSCJ: A Semi-Stream Cache Join Using a Front-Stage Cache Module. DaWaK Muhammad Asif Naeem, Gerald Weber, Gillian Dobbie, Christof Lutteroth
2013	J	`jnl`	Speeding Up SOR and Kaczmarz for Constraint-based GUIs with a Warm-Start Strategy. J. Multim. Process. Technol. Noreen Jamil, Muhammad Asif Naeem
2013	C	`conf`	Tuned X-HYBRIDJOIN for Near-Real-Time Data Warehousing. APWeb Muhammad Asif Naeem
2012	B	`conf`	A Lightweight Stream-Based Join with Limited Resource Consumption. DaWaK Muhammad Asif Naeem, Gillian Dobbie, Gerald Weber
2012	—	`conf`	Generating OLAP queries from natural language specification. ICACCI Muhammad Asif Naeem, Imran Sarwar Bajwa
2012	C	`conf`	Interacting with Data Warehouse by Using a Natural Language Interface. NLDB Muhammad Asif Naeem, Saif Ullah, Imran Sarwar Bajwa
2012	Misc	`conf`	Optimised X-HYBRIDJOIN for Near-Real-Time Data Warehousing. ADC Muhammad Asif Naeem, Gillian Dobbie, Gerald Weber
2012	—	`conf`	Resource optimization for processing of stream data in data warehouse environment. ICACCI Muhammad Asif Naeem, Gillian Dobbie, Imran Sarwar Bajwa, Gerald Weber
2011	—	`conf`	A Controlled Natural Language Interface to Class Models. ICEIS (2) Imran Sarwar Bajwa, Muhammad Asif Naeem, Ahsan Ali Chaudhri, Shahzad Ali
2011	J	`jnl`	HYBRIDJOIN for Near-Real-Time Data Warehousing. Int. J. Data Warehous. Min. Muhammad Asif Naeem, Gillian Dobbie, Gerald Weber
2011	—	`conf`	NL-Based Automated Software Requirements Elicitation and Specification. ACC (2) Ashfa Umber, Imran Sarwar Bajwa, Muhammad Asif Naeem
2011	C	`conf`	On Specifying Requirements Using a Semantically Controlled Representation. NLDB Imran Sarwar Bajwa, Muhammad Asif Naeem
2011	—	`conf`	X-HYBRIDJOIN for Near-Real-Time Data Warehousing. BNCOD Muhammad Asif Naeem, Gillian Dobbie, Gerald Weber
2010	B	`conf`	A swarm intelligence based clustering approach for outlier detection. IEEE Congress on Evolutionary Computation Shafiq Alam, Gillian Dobbie, Patricia Riddle, Muhammad Asif Naeem
2010	—	`conf`	Particle Swarm Optimization Based Hierarchical Agglomerative Clustering. IAT Shafiq Alam, Gillian Dobbie, Patricia Riddle, Muhammad Asif Naeem
2010	C	`conf`	R-MESHJOIN for near-real-time data warehousing. DOLAP Muhammad Asif Naeem, Gillian Dobbie, Gerald Weber, Shafiq Alam
2009	—	`conf`	Comparing Global Optimization and Default Settings of Stream-Based Joins - (Experimental Paper). BIRTE Muhammad Asif Naeem, Gillian Dobbie, Gerald Weber
2008	—	`conf`	An Event-Based Near Real-Time Data Integration Architecture. EDOCW Muhammad Asif Naeem, Gillian Dobbie, Gerald Weber