Muhammad Adeel Nisar - Publications, H-index & Citations

Muhammad Adeel Nisar

University of Punjab

12H指数

20论文数

678被引数

收录论文 15

发表时间

Enhancing human activity recognition through GAN-augmented data and multi-branch CNN-LSTM networks 通过生成对抗网络增强数据和多分支CNN-LSTM网络提升人类活动识别

Knowledge-Based Systems

IF7.6

2026-08-01

PREAI

Shahid, Ayesha; Khan, Muhammad Hassan; Nisar, Muhammad Adeel; Farid, Muhammad Shahid

Machine learning models for wearable-based human activity recognition: A comparative study 基于可穿戴的人体活动识别的机器学习模型: 一项比较研究

Neurocomputing

IF6.5

2025-07-02

OAAI

Gabriela Ciortuz; Hawzhin Hozhabr Pour; Muhammad Tausif Irshad; Muhammad Adeel Nisar; Xinyu Huang; Sebastian Fudickar

Comparison of feature learning methods for non-invasive interstitial glucose prediction using wearable sensors in healthy cohorts: a pilot study

INTELLIGENT MEDICINE

IF6.9

2024-11-01

OAAI

Huang, Xinyu; Schmelter, Franziska; Uhlig, Annemarie; Irshad, Muhammad Tausif; Nisar, Muhammad Adeel; Piet, Artur; Jablonski, Lennart; Witt, Oliver; Schroeder, Torsten; Sina, Christian; Grzegorzek, Marcin

A Systematic Evaluation of Feature Encoding Techniques for Gait Analysis Using Multimodal Sensory Data

SENSORS

IF3.5

2023-12-22

OAAI

Fatima, Rimsha; Khan, Muhammad Hassan; Nisar, Muhammad Adeel; Doniec, Rafal; Farid, Muhammad Shahid; Grzegorzek, Marcin

Optimizing sleep staging on multimodal time series: Leveraging borderline synthetic minority oversampling technique and supervised convolutional contrastive learning

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2023-11-01

OAAI

Huang, Xinyu; Schmelter, Franziska; Tausif Irshad, Muhammad; Piet, Artur; Nisar, Muhammad Adeel; Sina, Christian; Grzegorzek, Marcin

Wearable-based human flow experience recognition enhanced by transfer learning methods using emotion data 基于情感数据的迁移学习方法增强的基于可穿戴的人流体验识别

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2023-11-01

OAAI

Irshad, Muhammad Tausif; Li, Frederic; Nisar, Muhammad Adeel; Huang, Xinyu; Buss, Martje; Kloep, Leonie; Peifer, Corinna; Kozusznik, Barbara; Pollak, Anita; Pyszka, Adrian; Flak, Olaf; Grzegorzek, Marcin

A Hierarchical Multitask Learning Approach for the Recognition of Activities of Daily Living Using Data from Wearable Sensors 使用来自可穿戴传感器的数据识别日常生活活动的分层多任务学习方法

SENSORS

IF3.5

2023-10-03

OAAI

Nisar, Muhammad Adeel; Shirahama, Kimiaki; Irshad, Muhammad Tausif; Huang, Xinyu; Grzegorzek, Marcin

Sensor-Based Classification of Primary and Secondary Car Driver Activities Using Convolutional Neural Networks

SENSORS

IF3.5

2023-06-13

OAAI

Doniec, Rafal; Konior, Justyna; Siecinski, Szymon; Piet, Artur; Irshad, Muhammad Tausif; Piaseczna, Natalia; Hasan, Md Abid; Li, Frederic; Nisar, Muhammad Adeel; Grzegorzek, Marcin

Sleep Stage Classification in Children Using Self-Attention and Gaussian Noise Data Augmentation

SENSORS

IF3.5

2023-03-25

OAAI

Huang, Xinyu; Shirahama, Kimiaki; Irshad, Muhammad Tausif; Nisar, Muhammad Adeel; Piet, Artur; Grzegorzek, Marcin

SenseHunger: Machine Learning Approach to Hunger Detection Using Wearable Sensors SenseHunger: 使用可穿戴传感器进行饥饿检测的机器学习方法

SENSORS

IF3.5

2022-10-11

OAAI

Irshad, Muhammad Tausif; Nisar, Muhammad Adeel; Huang, Xinyu; Hartz, Jana; Flak, Olaf; Li, Frederic; Gouverneur, Philip; Piet, Artur; Oltmanns, Kerstin M.; Grzegorzek, Marcin

A Comparative Study of Feature Selection Approaches for Human Activity Recognition Using Multimodal Sensory Data

SENSORS

IF3.5

2021-03-29

OAAI

Amjad, Fatima; Khan, Muhammad Hassan; Nisar, Muhammad Adeel; Farid, Muhammad Shahid; Grzegorzek, Marcin

AI Approaches towards Prechtl's Assessment of General Movements: A Systematic Literature Review Prechtl对一般运动评估的AI方法: 系统的文献综述

SENSORS

IF3.5

2020-09-17

OAAI

Irshad, Muhammad Tausif; Nisar, Muhammad Adeel; Gouverneur, Philip; Rapp, Marion; Grzegorzek, Marcin

Deep Transfer Learning for Time Series Data Based on Sensor Modality Classification

SENSORS

IF3.5

2020-07-31

OAAI

Li, Frederic; Shirahama, Kimiaki; Nisar, Muhammad Adeel; Huang, Xinyu; Grzegorzek, Marcin

Rank Pooling Approach for Wearable Sensor-Based ADLs Recognition 基于秩池的可穿戴传感器ADLs识别方法

SENSORS

IF3.5

2020-06-19

OAAI

Nisar, Muhammad Adeel; Shirahama, Kimiaki; Li, Frederic; Huang, Xinyu; Grzegorzek, Marcin

Comparison of Feature Learning Methods for Human Activity Recognition Using Wearable Sensors

SENSORS

IF3.5

2018-02-24

197

OAAI

Li, Frederic; Shirahama, Kimiaki; Nisar, Muhammad Adeel; Koeping, Lukas; Grzegorzek, Marcin

研究方向