Lawrence Nderu

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 21

Top Topics

Convolutional Neural Network

Linear Regression Models

Multiclass Classification

Detection Method

Top Venues

AACL/IJCNLP 2022 (Student Research Workshop)

Publications

Engineer Bainomugisha, Karen L. Bradshaw, Martin Mabeifam Ujakpa, Joyce Nakatumba-Nabende, Lawrence Nderu, Neema Mduma, Patrick Kihoza, Annette Irungu
Computer Science Education in Selected Countries from Sub-Saharan Africa. Inroads 15 (1) (2024)
Wawire Amisi Silas, Lawrence Nderu, Dalton Ndirangu
A distributed framework for distributed denial-of-service attack detection in internet of things environments using deep learning. Int. J. Web Eng. Technol. 19 (1) (2024)
Lawrence Nderu, Ruth Oginga, Bonface Butichi, John Rono, Florence Njau, Felista Mogire, Derrick Matindo, Daniel Muiruri, Agnes Kiragga
DataLawCompanion: Enhancing Data Protection Law Compliance in the Digital Age. Data Sci. J. 23 (2024)
Raphael Ngigi Wanjiku, Lawrence Nderu, Michael W. Kimwele
Improved transfer learning using textural features conflation and dynamically fine-tuned layers. PeerJ Comput. Sci. 9 (2023)
Isaac Kega Mwangi, Lawrence Nderu, Ronald Waweru Mwangi, Dennis Gitari Njagi
Hybrid interpretable model using roughset theory and association rule mining to detect interaction terms in a generalized linear model. Expert Syst. Appl. 234 (2023)
Narshion Ngao, Zeyu Wang, Lawrence Nderu, Tobias Mwalili, Tal August, Keshet Ronen
Detecting Urgency in Multilingual Medical SMS in Kenya. AACL/IJCNLP 2022 (Student Research Workshop) (2022)
Nelson Kamau, Richard Rimiru, Lawrence Nderu
A Chaotic Elephant Herding Optimization Algorithm for Multilayer Perceptron based on Opposition-based Learning. AFRICON (2021)
Kevin Otieno Gogo, Lawrence Nderu, Stephen Makau Mutua
Variances in knowledge-based interval type 2 Gaussian fuzzy on linear regression models. J. Intell. Fuzzy Syst. 41 (1) (2021)
Aarif Mawani, Lawrence Nderu
Towards an Online Empathy Assisted Counselling Web Application. EAI Endorsed Trans. Context aware Syst. Appl. 7 (22) (2020)
Peter Irungu Mwangi, Lawrence Nderu, Dorcas Gicuku Mwigereri
A Stacked Ensemble Model based on RUSBoost and a Cost-Sensitive Convolutional Neural Network for Class Imbalance in Big Data Analytics. ACSE (2020)
Henry Mutisya Ngie, Lawrence Nderu, Dorcas Gicuku Mwigereri
Tree-based Regressor Ensemble Machine Learning for Covid-19 and Viral Infectious Diseases Daily Global Spread Prediction. ACSE (2020)
Dorcas Gicuku Mwigereri, Lawrence Nderu, Tobias Mwalili
A Multi-Feature Fusion Deep Convolutional Network based on A Coarse-Fine Structure for Cloud Detection. ACSE (2020)
Kevin Otieno Gogo, Lawrence Nderu, Stephen Makau Mutua
Context Aware Recommender Systems and Techniques in offering Smart Learning: A Survey and Future work. ACSE (2020)
Lennah Etyang, Waweru Mwangi, Lawrence Nderu
Parameter Settings Optimization in MapReduce Big Data processing using the MOPSO Algorithm. ACSE (2020)
Stephen Kiptoo, Lawrence Nderu, Leah Mutanu
Automated Detection of Cervical Pre-Cancerous Lesions Using Regional-Based Convolutional Neural Network. ACSE (2020)
Dalton Ndirangu, Waweru Mwangi, Lawrence Nderu
An Ensemble Filter Feature Selection Method and Outlier Detection Method for Multiclass Classification. ICSCA (2019)
Esther Gachanga, Michael W. Kimwele, Lawrence Nderu
Feature Based Data Anonymization with Slicing Method for Data Publishing. ICMLC (2019)
Dalton Ndirangu, Waweru Mwangi, Lawrence Nderu
Improving multiclass classification and outlier detection method through ensemble technique. ICCIP (2018)
Dalton Ndirangu, Waweru Mwangi, Lawrence Nderu
An ensemble outlier detection method for multiclass classification problem in data mining. DSIT (2018)
Esther Gachanga, Michael W. Kimwele, Lawrence Nderu
Sensitivity Based Anonymization with Multi-dimensional Mixed Generalization. ICDIM (2018)
Philomena Waruhari, Ankica Babic, Lawrence Nderu, Martin Chieng Were
A Review of Current Patient Matching Techniques. ICIMTH (2017)
Lawrence Nderu, Nicolas Jouandeau, Herman Akdag
Fuzzy Contrast Improvement for Low Altitude Aerial Images. FLAIRS Conference (2015)