Sunil Aryal

Mohamed Almorsy Abdelrazek

IEEE Trans. Emerg. Top. Comput. Intell., August, 2024

Reinforcement learning-based autonomous attacker to uncover computer network vulnerabilities.

[BibT_eX]

[DOI]

Ahmed Mohamed Ahmed

Thanh Thi Nguyen

Neural Comput. Appl., August, 2024

MLSTL-WSN: machine learning-based intrusion detection using SMOTETomek in WSNs.

[BibT_eX]

[DOI]

Int. J. Inf. Sec., June, 2024

Frame Selection Using Spatiotemporal Dynamics and Key Features as Input Pre-processing for Video Super-Resolution Models.

[BibT_eX]

[DOI]

SN Comput. Sci., March, 2024

<i>Shine</i>: A deep learning-based accessible parking management system.

[BibT_eX]

[DOI]

Aashish Bhattarai

Uk-Min Seok

Jongwon Seok

Expert Syst. Appl., March, 2024

Empowering COVID-19 detection: Optimizing performance through fine-tuned EfficientNet deep learning architecture.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, January, 2024

Omnidirectional Video Super-Resolution Using Deep Learning.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

Elastic step DQN: A novel multi-step algorithm to alleviate overestimation in Deep Q-Networks.

[BibT_eX]

[DOI]

Neurocomputing, 2024

SimpsonsVQA: Enhancing Inquiry-Based Learning with a Tailored Dataset.

[BibT_eX]

[DOI]

Ngoc Dung Huynh

Imran Razzak

Hakim Hacid

CoRR, 2024

Margin-bounded Confidence Scores for Out-of-Distribution Detection.

[BibT_eX]

[DOI]

Lakpa Dorje Tamang

Mohammed Djameleddine Belgoumri

CoRR, 2024

Data Quality in Edge Machine Learning: A State-of-the-Art Survey.

[BibT_eX]

[DOI]

Hakim Hacid

CoRR, 2024

Data-driven Machinery Fault Detection: A Comprehensive Review.

[BibT_eX]

[DOI]

CoRR, 2024

Review for Handling Missing Data with special missing mechanism.

[BibT_eX]

[DOI]

Youran Zhou

CoRR, 2024

The Pursuit of Fairness in Artificial Intelligence Models: A Survey.

[BibT_eX]

[DOI]

Tahsin Alamgir Kheya

CoRR, 2024

Hierarchical Classification for Intrusion Detection System: Effective Design and Empirical Analysis.

[BibT_eX]

[DOI]

Md. Ashraf Uddin

Muna Al-Hawawreh

Md. Alamin Talukder

CoRR, 2024

A Dual-Tier Adaptive One-Class Classification IDS for Emerging Cyberthreats.

[BibT_eX]

[DOI]

Md. Ashraf Uddin

Muna Al-Hawawreh

Md. Alamin Talukder

CoRR, 2024

usfAD Based Effective Unknown Attack Detection Focused IDS Framework.

[BibT_eX]

[DOI]

Md. Ashraf Uddin

Muna Al-Hawawreh

Md. Alamin Talukder

CoRR, 2024

Training Machine Learning models at the Edge: A Survey.

[BibT_eX]

[DOI]

Aymen Rayane Khouas

Hakim Hacid

Muhammad Ali Abdulllah Almoyad

CoRR, 2024

Exploring Gene Regulatory Interaction Networks and predicting therapeutic molecules for Hypopharyngeal Cancer and EGFR-mutated lung adenocarcinoma.

[BibT_eX]

[DOI]

Mohammad Ali Moni

CoRR, 2024

Enabling clustering algorithms to detect clusters of varying densities through scale-invariant data preprocessing.

[BibT_eX]

[DOI]

Jonathan R. Wells

CoRR, 2024

Priority based energy and load aware routing algorithms for SDN enabled data center network.

[BibT_eX]

[DOI]

Comput. Networks, 2024

Missing Data Imputation: Do Advanced ML/DL Techniques Outperform Traditional Approaches?

[BibT_eX]

[DOI]

Youran Zhou

Md. Alamgir Jalil Pramanik

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2024

2023

Detection and explanation of anomalies in healthcare data.

[BibT_eX]

[DOI]

Health Inf. Sci. Syst., December, 2023

An overview of Eulerian video motion magnification methods.

[BibT_eX]

[DOI]

Comput. Graph., December, 2023

4mC-CGRU: Identification of N4-Methylcytosine (4mC) sites using convolution gated recurrent unit in Rosaceae genome.

[BibT_eX]

[DOI]

Comput. Biol. Chem., December, 2023

An ensemble learning approach for anomaly detection in credit card data with imbalanced and overlapped classes.

[BibT_eX]

[DOI]

J. Inf. Secur. Appl., November, 2023

An efficient deep learning model to categorize brain tumor using reconstruction and fine-tuning.

[BibT_eX]

[DOI]

Muhammad Ali Abdulllah Almoyad

Khondokar Fida Hasan

Mohammad Ali Moni

Expert Syst. Appl., November, 2023

Smart Crop Cultivation System Using Automated Agriculture Monitoring Environment in the Context of Bangladesh Agriculture.

[BibT_eX]

[DOI]

Sensors, October, 2023

Overcoming weaknesses of density peak clustering using a data-dependent similarity measure.

[BibT_eX]

[DOI]

Zafaryab Rasool

Pattern Recognit., May, 2023

Online Video Super-resolution using Information Replenishing Unidirectional Recurrent Model.

[BibT_eX]

[DOI]

Neurocomputing, 2023

A robust and clinically applicable deep learning model for early detection of Alzheimer's.

[BibT_eX]

[DOI]

Naif Mohammed Alotaibi

Salem A. Alyami

Khondokar Fida Hasan

Mohammad Ali Moni

IET Image Process., 2023

HUMS2023 Data Challenge Result Submission.

[BibT_eX]

[DOI]

Lakpa Dorje Tamang

Ngoc Dung Huynh

CoRR, 2023

SHINE: Deep Learning-Based Accessible Parking Management System.

[BibT_eX]

[DOI]

Aashish Bhattarai

Vinayaka Vivekananda Malgi

Uk-Min Seok

Jongwon Seok

CoRR, 2023

Data-dependent and Scale-Invariant Kernel for Support Vector Machine Classification.

[BibT_eX]

[DOI]

Zafaryab Rasool

David Tay

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

Elastic step DDPG: Multi-step reinforcement learning for improved sample efficiency.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2023

Detection of Anomalies and Explanation in Cybersecurity.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 30th International Conference, 2023

2022

Spectral-Spatial Anomaly Detection of Hyperspectral Data Based on Improved Isolation Forest.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

A systematic review on cough sound analysis for Covid-19 diagnosis and screening: is my cough sound COVID-19?

[BibT_eX]

[DOI]

PeerJ Comput. Sci., 2022

Elastic Step DQN: A novel multi-step algorithm to alleviate overestimation in Deep QNetworks.

[BibT_eX]

[DOI]

CoRR, 2022

sGrid++: Revising Simple Grid Based Density Estimator for Mining Outlying Aspect.

[BibT_eX]

[DOI]

Durgesh Samariya

Jiangang Ma

Proceedings of the Web Information Systems Engineering - WISE 2022, 2022

STIFS: Spatio-Temporal Input Frame Selection for Learning-based Video Super-Resolution Models.

[BibT_eX]

[DOI]

Vinayaka Vivekananda Malgi

Proceedings of the 19th International Conference on Signal Processing and Multimedia Applications, 2022

A Fusion of Handcrafted Feature-Based and Deep Learning Classifiers for Heart Murmur Detection.

[BibT_eX]

[DOI]

Zaria Imran

Ethan Grooby

Faezeh Marzbanrad

Proceedings of the Computing in Cardiology, 2022

2021

Nepaliliinguistic.

[BibT_eX]

[DOI]

Anish Basnet

Dataset, March, 2021

Vector representation based on a supervised codebook for Nepali documents classification.

[BibT_eX]

[DOI]

Anish Basnet

PeerJ Comput. Sci., 2021

usfAD: a robust anomaly detector based on unsupervised stochastic forest.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2021

Content and context features for scene image representation.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

New bag of deep visual words based features to classify chest x-ray images for COVID-19 diagnosis.

[BibT_eX]

[DOI]

Health Inf. Sci. Syst., 2021

Scene image representation by foreground, background and hybrid features.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2021

A Novel Data Pre-processing Technique: Making Data Mining Robust to Different Units and Scales of Measurement.

[BibT_eX]

[DOI]

CoRR, 2021

Levels of explainable artificial intelligence for human-aligned conversational explanations.

[BibT_eX]

[DOI]

Artif. Intell., 2021

Ensemble of Local Decision Trees for Anomaly Detection in Mixed Data.

[BibT_eX]

[DOI]

Jonathan R. Wells

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

SPAD+: An Improved Probabilistic Anomaly Detector based on One-dimensional Histograms.

[BibT_eX]

[DOI]

Imran Razzak

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Simple supervised dissimilarity measure: Bolstering iForest-induced similarity with class information without learning.

[BibT_eX]

[DOI]

Jonathan R. Wells

Knowl. Inf. Syst., 2020

Fusion of whole and part features for the classification of histopathological image of breast tissue.

[BibT_eX]

[DOI]

Health Inf. Sci. Syst., 2020

A comparative study of data-dependent approaches without learning in measuring similarities of data objects.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2020

A Comprehensive Survey on Outlying Aspect Mining Methods.

[BibT_eX]

[DOI]

Durgesh Samariya

Jiangang Ma

CoRR, 2020

A New Effective and Efficient Measure for Outlying Aspect Mining.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2020, 2020

HDF: Hybrid Deep Features for Scene Image Representation.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

Improved histogram-based anomaly detector with the extended principal component features.

[BibT_eX]

[DOI]

CoRR, 2019

A new simple and effective measure for bag-of-word inter-document similarity measurement.

[BibT_eX]

[DOI]

CoRR, 2019

A novel data pre-processing technique robust to units and scales of measurement.

[BibT_eX]

[DOI]

Aust. J. Intell. Inf. Process. Syst., 2019

Indoor Image Representation by High-Level Semantic Features.

[BibT_eX]

[DOI]

IEEE Access, 2019

Unsupervised Deep Features for Privacy Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Image and Video Technology - 9th Pacific-Rim Symposium, 2019

Tag-Based Semantic Features for Scene Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 26th International Conference, 2019

2018

Anomaly Detection Technique Robust to Units and Scales of Measurement.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

A Novel Perceptual Dissimilarity Measure for Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on Image and Vision Computing New Zealand, 2018

Image Clustering Using a Similarity Measure Incorporating Human Perception.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on Image and Vision Computing New Zealand, 2018

Relevance of Frequency of Heart-Rate Peaks as Indicator of 'Biological' Stress Level.

[BibT_eX]

[DOI]

Meena Santhanagopalan

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Which Outlier Detector Should I use?

[BibT_eX]

[DOI]

Takashi Washio

Proceedings of the IEEE International Conference on Data Mining, 2018

Modeling neurocognitive reaction time with gamma distribution.

[BibT_eX]

[DOI]

Meena Santhanagopalan

Proceedings of the Australasian Computer Science Week Multiconference, 2018

2017

A data-dependent dissimilarity measure: An effective alternative to distance measures.

[BibT_eX]

[DOI]

PhD thesis, 2017

Defying the gravity of learning curve: a characteristic of nearest neighbour anomaly detectors.

[BibT_eX]

[DOI]

Mach. Learn., 2017

Data-dependent dissimilarity measure: an effective alternative to geometric distance measures.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2017

2016

A Generic Ensemble Approach to Estimate Multidimensional Likelihood in Bayesian Classifier Learning.

[BibT_eX]

[DOI]

Comput. Intell., 2016

Revisiting Attribute Independence Assumption in Probabilistic Unsupervised Anomaly Detection.

[BibT_eX]

[DOI]

Gholamreza Haffari

Proceedings of the Intelligence and Security Informatics - 11th Pacific Asia Workshop, 2016

2015

Beyond tf-idf and Cosine Distance in Documents Dissimilarity Measure.

[BibT_eX]

[DOI]

Proceedings of the Information Retrieval Technology, 2015

2014

Improving iForest with Relative Mass.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Mp-Dissimilarity: A Data Dependent Dissimilarity Measure.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

2013

DEMass: a new density estimator for big data.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2013

MassBayes: A New Generative Classifier with Multi-dimensional Likelihood Estimation.

[BibT_eX]

[DOI]