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Table 3 Detection of the known gene interactions in Flybase (E: embryonic, L: larval, P: pupal and A: adulthood)

From: Approximate kernel reconstruction for time-varying networks

  (prm,Actn) (sls,mhc) (mhc,up) (sls,Actn) (sls,up) (twi,eve) (up,Actn)
AKRON-KFS \(\checkmark \) (E,L,A) \(\checkmark \) (A) \(\checkmark \) (L,P,A) \(\checkmark \) (E,P,A) \(\checkmark \) (E,L,P,A) \(\checkmark \) (E,L) \(\checkmark \) (E)
AKRON-KF \(\checkmark \) (E,L,A) \(\checkmark \) (A) \(\checkmark \) (L,P,A) \(\checkmark \) (E,P,A) \(\checkmark \) (E,L,P,A) \(\checkmark \) (E,L) \(\checkmark \) (E)
LASSO-Kalman [13] \(\checkmark \) (E,L,P) \(\checkmark \) (E,L) \(\checkmark \) (E,L,P) \(\checkmark \) (E,L,P) \(\checkmark \) (E,L,P) \(\checkmark \) (E,L,P,A) \(\checkmark \) (E,L,P,A)
SMURC [4] \(\checkmark \) (A) \(\checkmark \) (A) \(\checkmark \) (L) \(\checkmark \) (L) \(\checkmark \) (E) \(\checkmark \) (P) ×
MDL [20] \(\checkmark \) \(\checkmark \) × × × \(\checkmark \) ×
Random graph model [9] × × \(\checkmark \) (E,L,P,A) \(\checkmark \) (P,A) \(\checkmark \) (E,L,P,A) × ×
Dyn. Bayes. netw. [7] × \(\checkmark \) (E,L,P,A) × × × × ×
Nonpar. Bayes. [8] × × × × × \(\checkmark \) (E) ×