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Asad Khattak
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College of Technological Innovation
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http://orcid.org/0000-0002-0630-1264
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Research Works
Research Works
(106)
Article
Emotion classification in poetry text using deep neural network
Multimedia Tools and Applications (2022)
Asad Khattak, Muhammad Zubair Asghar, Hassan Ali Khalid and Hussain Ahmad
Emotion classification from online content has received considerable attention from researchers in recent times. Most of the work in this ...
Link
Article
ApplianceNet: a neural network based framework to recognize daily life ...
Neural Computing and Applications (2022)
Muhammad Fahim, S. M.Ahsan Kazmi and Asad Masood Khattak
A smart plug can transform the typical electrical appliance into a smart multi-functional device, which can communicate over the Internet. ...
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Article
Estimation and Interpretation of Machine Learning Models with Customized Surrogate ...
Electronics (Switzerland) (2021)
Mudabbir Ali, Asad Masood Khattak, Zain Ali, Bashir Hayat, et al.
Machine learning has the potential to predict unseen data and thus improve the productivity and processes of daily life activities. ...
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Article
AI based Login System using Facial Recognition
2021 5th Cyber Security in Networking Conference (CSNet) (2021)
Siem Girmay, Faniel Samsom and Asad Masood Khattak
With rapid growth in the application of AI, Access Control Systems are walking in a new technology lane. Powered by ...
Link
Article
An efficient deep learning technique for facial emotion recognition
Multimedia Tools and Applications (2021)
Asad Khattak, Muhammad Zubair Asghar, Mushtaq Ali and Ulfat Batool
Emotion recognition from facial images is considered as a challenging task due to the varying nature of facial expressions. The ...
Link
Contribution to Book
An Efficient Supervised Machine Learning Technique for Forecasting Stock Market ...
EAI/Springer Innovations in Communication and Computing (2021)
Asad Khattak, Adil Khan, Habib Ullah, Muhammad Usama Asghar, et al.
Background/introduction: In recent years, stock market forecasting has received a lot of attention from researchers. This attention and the growing ...
Link
Contribution to Book
Playing Doom with Anticipator-A3C Based Agents Using Deep Reinforcement Learning ...
Studies in Computational Intelligence (2021)
Adil Khan, Muhammad Naeem, Asad Masood Khattak, Muhammad Zubair Asghar, et al.
The built-in game agents act according to the pre-written scripts and make decisions, take actions like they have been stated. ...
Link
Contribution to Book
Playing First-Person Perspective Games with Deep Reinforcement Learning Using the ...
Studies in Computational Intelligence (2021)
Adil Khan, Asad Masood Khattak, Muhammad Zubair Asghar, Muhammad Naeem, et al.
Computer games have become one of the most interesting and dynamic research areas of artificial intelligence as computer games are ...
Link
Contribution to Book
Hard Disk Failure Prediction via Transfer Learning
Communications in Computer and Information Science (2021)
Rui Zhao, Donghai Guan, Yuanfeng Jin, Hui Xiao, et al.
Due to the large-scale growth of data, the storage scale of data centers is getting larger and larger. Hard disk ...
Link
Contribution to Book
Semi-supervised Time Series Anomaly Detection Model Based on LSTM Autoencoder
Communications in Computer and Information Science (2021)
Hui Xiao, Donghai Guan, Rui Zhao, Weiwei Yuan, et al.
Nowadays, time series data is more and more likely to appear in various real-world systems, such as power plants, medical ...
Link
Article
Automatic Detection of Citrus Fruit and Leaves Diseases Using Deep ...
IEEE Access (2021)
Asad Khattak, Muhammad Usama Asghar, Ulfat Batool, Muhammad Zubair Asghar, et al.
Citrus fruit diseases are the major cause of extreme citrus fruit yield declines. As a result, designing an automated detection ...
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Article
Impact of Model Ensemble On the Fairness of Classifiers in ...
All Works (2021)
Patrik Joslin Kenfack, Adil Mehmood Khan, S.M. Ahsan Kazmi, Rasheed Hussain, et al.
Machine Learning (ML) models are trained using historical data that may contain stereotypes of the society (biases). These biases will ...
Link
Article
Entropy based features distribution for anti-ddos model in SDN
Sustainability (Switzerland) (2021)
Raja Majid Ali Ujjan, Zeeshan Pervez, Keshav Dahal, Wajahat Ali Khan, et al.
In modern network infrastructure, Distributed Denial of Service (DDoS) attacks are considered as severe network security threats. For conventional network ...
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Article
Community Search in a Multi-Attributed Graph using Collaborative Similarity Measure ...
Proceedings of the 2021 15th International Conference on Ubiquitous Information Management and Communication, IMCOM 2021 (2021)
Naveed Javaid, Kifayat Ullah Khan, Asad Masood Khattak and Waqas Nawaz
Community search is a well studied problem in literature to find similar and strongly connected vertices in a graph for ...
Link
Article
Abstraction-Based Outlier Detection for Image Data
Advances in Intelligent Systems and Computing (2021)
Kirill Yakovlev, Imad Eddine Ibrahim Bekkouch, Adil Mehmood Khan and Asad Masood Khattak
© 2021, Springer Nature Switzerland AG. Data plays an important role in all stages of training, and usage of machine ...
Link
Article
Adversarial Reconstruction Loss for Domain Generalization
IEEE Access (2021)
Bekkouch Imad Eddine Ibrahim, Dragos Constantin Nicolae, Adil Khan, S. M. Ahsan Kazmi, et al.
The biggest fear when deploying machine learning models to the real world is their ability to handle the new data. ...
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Article
Convolutional Neural Network Based Vehicle Classification in Adverse Illuminous Conditions ...
Complexity (2021)
Muhammad Atif Butt, Asad Masood Khattak, Sarmad Shafique, Bashir Hayat, et al.
© 2021 Muhammad Atif Butt et al. In step with rapid advancements in computer vision, vehicle classification demonstrates a considerable ...
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Article
Enhanced concept-level sentiment analysis system with expanded ontological relations for ...
Egyptian Informatics Journal (2021)
Asad Khattak, Muhammad Zubair Asghar, Zain Ishaq, Waqas Haider Bangyal, et al.
Background/introduction: Concept-level sentiment analysis deals with the extraction and classification of concepts and features from user reviews expressed online about ...
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Article
Ontology Evolution Using Recoverable SQL Logs
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2021)
Awais Yousaf, Asad Masood Khattak and Kifayat Ullah Khan
Logs of SQL queries are useful for building the system design, upgrading, and checking which SQL queries are running on ...
Link
Article
VAE-GAN based zero-shot outlier detection
ACM International Conference Proceeding Series (2020)
Bekkouch Imad Ibrahim, Dragos Constantin Nicolae, Adil Khan, Syed Imran Ali, et al.
© 2020 ACM. Outlier detection is one of the main fields in machine learning and it has been growing rapidly ...
Link
Article
Towards a Novel Intrusion Detection Architecture using Artificial Intelligence
ACM International Conference Proceeding Series (2020)
Salam Khanji and Asad Khattak
Artificial intelligence (AI) is a transformative technology for potential replacement of human tasks and activities within industrial, social, intellectual, and ...
Link
Article
Ubiquitous Health Profile (UHPr): a big data curation platform for ...
Computing (2020)
Fahad Ahmed Satti, Taqdir Ali, Jamil Hussain, Wajahat Ali Khan, et al.
© 2020, Springer-Verlag GmbH Austria, part of Springer Nature. The lack of Interoperable healthcare data presents a major challenge, towards ...
Link
Article
An energy efficient routing approach for IoT enabled underwater wsns ...
Sensors (Switzerland) (2020)
Nighat Usman, Omar Alfandi, Saeeda Usman, Asad Masood Khattak, et al.
© 2020 by the authors. Licensee MDPI, Basel, Switzerland. Nowadays, there is a growing trend in smart cities. Therefore, Terrestrial ...
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Article
IoV-based Deployment and Scheduling of Charging Infrastructure in Intelligent Transportation ...
IEEE Sensors Journal (2020)
Waleed Ejaz, Muhammad Naeem, Shree Krishna Sharma, Asad Masood Khattak, et al.
Internet of vehicles (IoV) is an emerging paradigm to exchange and analyze information collected from sensors using wireless technologies between ...
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Article
Guaranteed lifetime protocol for IoT based wireless sensor networks with ...
Ad Hoc Networks (2020)
Babar Shah, Ali Abbas, Gohar Ali, Farkhund Iqbal, et al.
© 2020 Elsevier B.V. Over the past two decades, the subject of extension of the lifetime of Wireless Sensor Networks ...
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