FILTER SPECTRAL EFFICIENCY (FSE): STRUCTURED NETWORK PRUNING VIA INTER-LAYER SPECTRAL COUPLING

(Received: 12-Jul.-2026, Revised: 2-Sep.-2026 and 4-Sep.-2026 , Accepted: 4-Sep.-2026)

Soumia Laroui,Hamida Seba,Karima Amrouche,Yassine Ait Ali Yahia

#Structured pruning #Data-free pruning #Inter-layer spectral coupling #Singular value decomposition #Deep neural networks

Abstract

BREAST LESION CLASSIFICATION: LEAKAGE-FREE PATCH-BASED TRANSFER LEARNING WITH CROSS- DATASET EVALUATION ON CBIS-DDSM, MIAS AND INBREAST

(Received: 3-Jul.-2026, Revised: 23-Aug.-2026 and 27-Aug.-2026 , Accepted: 28-Aug.-2026)

Hitesh Kag,Dinesh Kumar,Anjali Diwan

#Breast lesion classification #Data leakage #Transfer learning #External validation #Mammography

Abstract

(Received: 22-May-2026, Revised: 4-Aug.-2026 , Accepted: 20-Aug.-2026)

Duy-Hung Ha,Kien-Duc Tran,Dac-Binh Ha,Hien-Luong Nguyen,The-Anh Ngo,Quoc-Hao Truong

#Fountain coding #Digital network coding #Two-way relay network #Three-phase transmission #Co-channel interference #Outage probability #Sum throughput #Rayleigh fading

Abstract

(Received: 16-May-2026, Revised: 29-Jul.-2026 , Accepted: 19-Aug.-2026)

Mehrasa M. Jouybari,Alireza Tajary,Mansoor Fateh,Esmaeel Tahanian

#Software-fault prediction #Class imbalance #Deep learning #Ensemble learning #Machine learning #Hyper-parameters

Abstract