A
PROFILE
UPM's Staff Profile
TS. DR. RAIHANI BT MOHAMED
SENIOR LECTURER
FACULTY OF COMPUTER SCIENCE AND INFORMATION TECHNOLOGY
raihanimohamed@upm.edu.my
UPM WEBSITE
PROFILE
raihanimohamed
BM
EN

PROFESSIONAL

Education Background:
Ts. Dr. Raihani Mohamed was a bachelor's degree holder in Management Information System from International Islamic University Malaysia (IIUM), a master's degree holder in Information Technology from Universiti Teknologi MARA (UiTM), and obtained her philosophical doctoral degree holder in Intelligent Systems from Universiti Putra Malaysia (UPM).

Currently a Senior Lecturer at Department of Computer Science, Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Malaysia.

She has eleven years of working experience in the industry and is familiar with the supply chain management system, production floor and logistics system, plant management, safety, health, and logistic and production system as well as environmental management in an automation company, two years of working experience in the development of mobile apps for smart city, and also big data analytics of climate change and adaptation in Malaysia.


More at this link: https://sites.google.com/upm.edu.my/raihani/
NAME :
(Ts. Dr. ) RAIHANI BT MOHAMED
POST :
SENIOR LECTURER
ENTITY :
Faculty of Computer Science and Information Technology

DOWNLOAD CURRICULUM VITAE (PDF)
FIELD OF SUPERVISION
COMPUTER AND EMBEDDED SYSTEMS ENGINEERING / DATA SCIENCE / INFORMATION SYSTEMS / INTELLIGENT SYSTEMS
EDUCATION
DOKTOR FALSAFAH
UNIVERSITI PUTRA MALAYSIA, SERDANG, SELANGOR
Graduated : 2018
MASTER OF SCIENCE IN INFORMATION TECHNOLOGY
UNIVERSITI TEKNOLOGI MARA, SHAH ALAM, SELANGOR
Graduated : 2013
TEKNOLOGIS PROFESIONAL PT20100022
LEMBAGA TEKNOLOGIS MALAYSIA
Graduated : 2020
BACHELOR OF MANAGEMENT INFORMATION SYSTEMS (HONOURS)
UNIVERSITI ISLAM ANTARABANGSA MALAYSIA, GOMBAK, SELANGOR
Graduated : 2003
BOOK PUBLICATION
JOURNAL PUBLICATION
1. Tracking and Recognizing the Activity of Multi Resident in Smart Home Environments
    Journal type: Citation-Indexed - Scopus
2. Solving Classification Problem Using Ensemble Binarization Classifier
    Journal type: Non Citation-Indexed
3. Indigenous Food Recognition Model Based on Various Convolutional Neural Network Architectures for Gastronomic Tourism Business Analytics
    Journal type: Citation-Indexed - Scopus
4. A RESAMPLE-SMOTE BALANCE WITH RANDOM FOREST FOR IMPROVING SEMINAL QUALITY PREDICTION IN HEALTHCARE INFORMATICS
    Journal type: Citation-Indexed - Scopus
5. Analysis Recognition of Ghost Pepper and Cili-Padi using Mask- RCNN and YOLO
    Journal type: Citation-Indexed - Scopus
6. Discovering and Recognizing of Imbalance Human Activity in Healthcare Monitoring using Hybrid SMOTE Tomek Technique and Decision Tree Model
    Journal type: Citation-Indexed - Scopus
7. Detection Model for Ambiguous Intrusion using SMOTE and LSTM for Network Security
    Journal type: Citation-Indexed - Scopus
8. Modification of the Ant Colony Optimization Algorithm for Solving Multi-Agent Task Allocation Problem in Agricultural Application
    Journal type: Citation-Indexed - Scopus
9. Multi-label classification for physical activity recognition from various accelerometer sensor positions
    Journal type: Citation-Indexed - Scopus
10. Multi label classification on multi resident in smart home using classifier chains
    Journal type: Citation-Indexed Journal - ERA
11. Multi resident complex activity recognition in smart home: A literature review
    Journal type: Citation-Indexed Journal - ERA
12. COGNITION OF ROAD TRAFFIC SIGNS: A SYSTEMATIC LITERATURE REVIEW
    Journal type: Citation-Indexed - Scopus
13. The research on the signal source number estimation algorithm
    Journal type: Citation-Indexed - Scopus
14. Enhancing Smart Home Security System with HOG Algorithm
    Journal type: Citation-Indexed - Scopus
15. YOLO-AEF: Traffic sign detection on challenging traffic scenes via adaptive enhancement and fusion
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
RESEARCH INTEREST
Her research interests include smart home systems, ambient assisted living environment, machine learning, data science, and big data analytics.
PUBLICATION
2025
YOLO-AEF: Traffic sign detection on challenging traffic scenes via adaptive enhancement and fusion
2025
The research on the signal source number estimation algorithm
2025
Enhancing Smart Home Security System with HOG Algorithm
2024
Detection Model for Ambiguous Intrusion using SMOTE and LSTM for Network Security
2024
Modification of the Ant Colony Optimization Algorithm for Solving Multi-Agent Task Allocation Problem in Agricultural Application
2024
COGNITION OF ROAD TRAFFIC SIGNS: A SYSTEMATIC LITERATURE REVIEW
2023
Analysis Recognition of Ghost Pepper and Cili-Padi using Mask- RCNN and YOLO
2023
Discovering and Recognizing of Imbalance Human Activity in Healthcare Monitoring using Hybrid SMOTE Tomek Technique and Decision Tree Model
2021
A RESAMPLE-SMOTE BALANCE WITH RANDOM FOREST FOR IMPROVING SEMINAL QUALITY PREDICTION IN HEALTHCARE INFORMATICS
2021
Indigenous Food Recognition Model Based on Various Convolutional Neural Network Architectures for Gastronomic Tourism Business Analytics
2018
Multi-label classification for physical activity recognition from various accelerometer sensor positions
2018
Multi label classification on multi resident in smart home using classifier chains
2017
Tracking and Recognizing the Activity of Multi Resident in Smart Home Environments
2017
Multi resident complex activity recognition in smart home: A literature review