Deep Learning for Time Series Forecasting: The Electric Load Case | Paper Citation Record

Observation 35d8f1b5-8bf0-44b8-b77d-3af2b108c955 · outbound

This paper cites an unresolved cited work.

Deep Learning for Time Series Forecasting: The Electric Load Case Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-05-24T17:59:47.124331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a5e2d308-88f6-45f5-9972-9a51344915f2 · outbound

This paper cites A methodology for electric power load forecasting.

Deep Learning for Time Series Forecasting: The Electric Load Case A methodology for electric power load forecasting

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.146570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e9290fbd-6b7e-4466-93d8-4b404c5864f0 · outbound

This paper cites an unresolved cited work.

Deep Learning for Time Series Forecasting: The Electric Load Case Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-05-24T17:59:47.254886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1a5d5a96-1571-4c5b-ab8e-3fd0454f65ae · outbound

This paper cites Analysis of an adaptive time-series autoregressive moving-average (arma) model for short-term load forecasting.

Deep Learning for Time Series Forecasting: The Electric Load Case Analysis of an adaptive time-series autoregressive moving-average (arma) model for short-term load forecasting

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.128523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8013d3ed-22f6-4343-bdbe-2aaae0be687d · outbound

This paper cites Short-term load forecasting via arma model identiﬁcation including non-gaussian process considerations.

Deep Learning for Time Series Forecasting: The Electric Load Case Short-term load forecasting via arma model identiﬁcation including non-gaussian process considerations

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.161008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b5b093fe-8edf-44ea-b559-dbc24bbf4a3c · outbound

This paper cites The time series approach to short term load forecasting.

Deep Learning for Time Series Forecasting: The Electric Load Case The time series approach to short term load forecasting

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.257850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ae93da05-82a5-4538-b64b-fbf6cba45cee · outbound

This paper cites A particle swarm optimization to identifying the armax model for short-term load forecasting.

Deep Learning for Time Series Forecasting: The Electric Load Case A particle swarm optimization to identifying the armax model for short-term load forecasting

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.132407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation caefb96e-b917-41a4-9c45-99151edbcb7a · outbound

This paper cites Identiﬁcation of armax model for short term load forecasting: An evolutionary programming approach.

Deep Learning for Time Series Forecasting: The Electric Load Case Identiﬁcation of armax model for short term load forecasting: An evolutionary programming approach

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.169050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4dbb47a5-c549-4d89-ad76-26e587f7167a · outbound

This paper cites Building-level occupancy data to improve arima-based electricity use forecasts.

Deep Learning for Time Series Forecasting: The Electric Load Case Building-level occupancy data to improve arima-based electricity use forecasts

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.137651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b64e2c92-9cc6-48b4-be55-90ae6edd58ae · outbound

This paper cites an unresolved cited work.

Deep Learning for Time Series Forecasting: The Electric Load Case Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-05-24T17:59:47.201597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6c004d9f-3b6d-45e4-8973-f4879b554a1a · outbound

This paper cites an unresolved cited work.

Deep Learning for Time Series Forecasting: The Electric Load Case Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-05-24T17:59:47.425734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a7156324-8f0d-45b7-abb7-1fc0a086f40e · outbound

This paper cites Liew, and C.S.

Deep Learning for Time Series Forecasting: The Electric Load Case Liew, and C.S

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.172779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 44b7f42b-30be-4b42-b0df-83c2ce3ae234 · outbound

This paper cites Drezga and S.

Deep Learning for Time Series Forecasting: The Electric Load Case Drezga and S

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.251445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 656e5c8e-e968-435b-b59a-bdec7b4cb86e · outbound

This paper cites an unresolved cited work.

Deep Learning for Time Series Forecasting: The Electric Load Case Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-05-24T17:59:47.388717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5613511d-e7c1-41c4-8bc1-2608fb225037 · outbound

This paper cites A high precision artiﬁcial neural networks model for short-term energy load forecasting.

Deep Learning for Time Series Forecasting: The Electric Load Case A high precision artiﬁcial neural networks model for short-term energy load forecasting

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.330865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bb4d1a22-2d8d-4d04-b951-b185be93f05d · outbound

This paper cites Amarasinghe, D.

Deep Learning for Time Series Forecasting: The Electric Load Case Amarasinghe, D

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.385562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ece6a6e1-86ab-4ba6-8b8b-72bfb424f6a0 · outbound

This paper cites Electricity short term load forecasting using elman recurrent neural network.

Deep Learning for Time Series Forecasting: The Electric Load Case Electricity short term load forecasting using elman recurrent neural network

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.369288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1a5eb4b7-9636-4719-9f74-b206037132f2 · outbound

This paper cites An overview and comparative analysis of Recurrent Neural Networks for Short Term Load Forecasting.

Deep Learning for Time Series Forecasting: The Electric Load Case An overview and comparative analysis of Recurrent Neural Networks for Short Term Load Forecasting

Reference 18

Resolution: metadata mismatch; local_arxiv, observed 2026-05-24T17:59:46.620179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6a57af7b-c6f8-4f4a-864b-b7a39258ff60 · outbound

This paper cites Short-term electric load forecasting using echo state networks and pca decomposition.

Deep Learning for Time Series Forecasting: The Electric Load Case Short-term electric load forecasting using echo state networks and pca decomposition

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.351770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3b063ffd-0609-4a4c-bb13-222605972cb8 · outbound

This paper cites Deep learning for estimating building energy consumption.

Deep Learning for Time Series Forecasting: The Electric Load Case Deep learning for estimating building energy consumption

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.391945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation aa871a43-f670-4a6b-aa73-aa5576fc7ffd · outbound

This paper cites Electric load forecasting in smart grids using long-short- term-memory based recurrent neural network.

Deep Learning for Time Series Forecasting: The Electric Load Case Electric load forecasting in smart grids using long-short- term-memory based recurrent neural network

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.372434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ff590de2-9d0e-4c3e-81c7-7a6580c93439 · outbound

This paper cites Short-term residential load forecasting based on lstm recurrent neural network.

Deep Learning for Time Series Forecasting: The Electric Load Case Short-term residential load forecasting based on lstm recurrent neural network

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.338065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3a3d64fc-9f92-49c3-96b6-e97e95d857bc · outbound

This paper cites Optimal deep learning lstm model for electric load forecasting using feature selection and genetic algorithm: Comparison with machine learning approaches.

Deep Learning for Time Series Forecasting: The Electric Load Case Optimal deep learning lstm model for electric load forecasting using feature selection and genetic algorithm: Comparison with machine learning approaches

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.230548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 866c927d-a117-465a-86ca-6912444d5ed5 · outbound

This paper cites Short-term load forecasting with multi-source data using gated recurrent unit neural networks.

Deep Learning for Time Series Forecasting: The Electric Load Case Short-term load forecasting with multi-source data using gated recurrent unit neural networks

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.334452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 73c40a95-36a8-4c7f-8537-d8c0139facc1 · outbound

This paper cites Load forecasting via deep neural networks.

Deep Learning for Time Series Forecasting: The Electric Load Case Load forecasting via deep neural networks

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.399036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bffe0e80-4efd-47de-9e4e-9a306f9dd83c · outbound

This paper cites A deep neural network model for short-term load forecast based on long short-term memory network and convolutional neural network.

Deep Learning for Time Series Forecasting: The Electric Load Case A deep neural network model for short-term load forecast based on long short-term memory network and convolutional neural network

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.155829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3ec2a462-344c-444a-9aac-67f511d0afa5 · outbound

This paper cites Global energy forecasting competition 2012.

Deep Learning for Time Series Forecasting: The Electric Load Case Global energy forecasting competition 2012

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.358575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 281bed97-a7c7-441e-a28f-bd90f43790d9 · outbound

This paper cites Using recurrent artiﬁcial neural networks to forecast household electricity consumption.

Deep Learning for Time Series Forecasting: The Electric Load Case Using recurrent artiﬁcial neural networks to forecast household electricity consumption

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.419223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation db43bd53-dfec-4f9d-8a0b-2f0b87b51369 · outbound

This paper cites UCI machine learning repository.

Deep Learning for Time Series Forecasting: The Electric Load Case UCI machine learning repository

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.209034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 82064963-9c90-4ffa-b10f-6f642fed9378 · outbound

This paper cites an unresolved cited work.

Deep Learning for Time Series Forecasting: The Electric Load Case Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-05-24T17:59:47.409648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6b2b9110-1177-4c15-bfba-aaf221d2e190 · outbound

This paper cites an unresolved cited work.

Deep Learning for Time Series Forecasting: The Electric Load Case Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-05-24T17:59:47.141761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 56ada2ad-def6-435d-9261-cf245e1670c3 · outbound

This paper cites http://traces.cs.umass.edu/index.php/Smart/Smart.

Deep Learning for Time Series Forecasting: The Electric Load Case http://traces.cs.umass.edu/index.php/Smart/Smart

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.165374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6965af83-e38b-405c-9af3-bbd5ac67934b · outbound

This paper cites Building energy load forecasting using deep neural networks.

Deep Learning for Time Series Forecasting: The Electric Load Case Building energy load forecasting using deep neural networks

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.327562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f10463dd-7a4e-47a1-a973-7dcfd3a6b268 · outbound

This paper cites Combining auto-regression with exogenous variables in sequence-to-sequence recurrent neural networks for short-term load forecasting.

Deep Learning for Time Series Forecasting: The Electric Load Case Combining auto-regression with exogenous variables in sequence-to-sequence recurrent neural networks for short-term load forecasting

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.196032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f2f64ff4-9ad1-418a-8539-b7f905dff816 · outbound

This paper cites an unresolved cited work.

Deep Learning for Time Series Forecasting: The Electric Load Case Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-05-24T17:59:47.177275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d9455435-0d9d-4fc3-a646-f5ffb6497869 · outbound

This paper cites Almalaq and G.

Deep Learning for Time Series Forecasting: The Electric Load Case Almalaq and G

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.422777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c7b587d3-5f0d-49a0-9772-34589b71d820 · outbound

This paper cites Approximation with artiﬁcial neural networks.

Deep Learning for Time Series Forecasting: The Electric Load Case Approximation with artiﬁcial neural networks

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.290037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 091fdfe2-dc26-4c08-ac40-29f6c7882f00 · outbound

This paper cites an unresolved cited work.

Deep Learning for Time Series Forecasting: The Electric Load Case Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-05-24T17:59:47.282956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bd2aaac8-b475-457f-b8f6-1b7c8e2e8fb7 · outbound

This paper cites an unresolved cited work.

Deep Learning for Time Series Forecasting: The Electric Load Case Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-05-24T17:59:47.264002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5c2da4ee-6280-4f84-a01c-4f112971095e · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Deep Learning for Time Series Forecasting: The Electric Load Case Adam: A Method for Stochastic Optimization

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-05-24T17:59:46.598411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1675c9e4-0f0d-45f6-8e6d-ebc12be2e3fa · outbound

This paper cites Chen, D.C.

Deep Learning for Time Series Forecasting: The Electric Load Case Chen, D.C

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.269664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c9d02d37-fcc3-4ba3-8be5-298495248a93 · outbound

This paper cites Deep residual learning for image recognition.

Deep Learning for Time Series Forecasting: The Electric Load Case Deep residual learning for image recognition

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.348368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e2ea468b-d855-4615-a638-24b9f00a4a8c · outbound

This paper cites an unresolved cited work.

Deep Learning for Time Series Forecasting: The Electric Load Case Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-05-24T17:59:47.296750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e609ee4b-20b2-41ca-8aad-bc973943e8c6 · outbound

This paper cites Long short-term memory.

Deep Learning for Time Series Forecasting: The Electric Load Case Long short-term memory

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.266805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 25567d9b-9cc2-494a-b7d1-aa0ee2c06859 · outbound

This paper cites Learning phrase representations using RNN encoder-decoder for statistical machine translation.

Deep Learning for Time Series Forecasting: The Electric Load Case Learning phrase representations using RNN encoder-decoder for statistical machine translation

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.276160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7e14cacb-76a9-4084-9d1b-ca2cfd1b44fb · outbound

This paper cites an unresolved cited work.

Deep Learning for Time Series Forecasting: The Electric Load Case Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-05-24T17:59:47.375609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8e0666c9-c7a6-4893-9248-4bb6e4406529 · outbound

This paper cites an unresolved cited work.

Deep Learning for Time Series Forecasting: The Electric Load Case Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-05-24T17:59:47.272746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 44775344-899a-4bce-99b8-b06ecd77b992 · outbound

This paper cites Williams and Jing Peng.

Deep Learning for Time Series Forecasting: The Electric Load Case Williams and Jing Peng

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.216508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7417d678-8d39-4d00-bc97-f2af18174bdb · outbound

This paper cites Bengio, P.

Deep Learning for Time Series Forecasting: The Electric Load Case Bengio, P

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.150521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3161327d-8f1e-4a3d-bec1-93ed81578053 · outbound

This paper cites On the difﬁculty of training recurrent neural networks.

Deep Learning for Time Series Forecasting: The Electric Load Case On the difﬁculty of training recurrent neural networks

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.204817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bfe9d445-c7d5-4869-89fa-0d7df30c41be · outbound

This paper cites Greff, R.

Deep Learning for Time Series Forecasting: The Electric Load Case Greff, R

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.191714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e2adc610-1790-419f-9111-c733bf72bb26 · outbound

This paper cites Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling.

Deep Learning for Time Series Forecasting: The Electric Load Case Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling

Reference 52

Resolution: verified exact; local_arxiv, observed 2026-05-24T17:59:46.592129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1627e89d-60f9-450e-a70d-d2953177a890 · outbound

This paper cites Comparative Study of CNN and RNN for Natural Language Processing.

Deep Learning for Time Series Forecasting: The Electric Load Case Comparative Study of CNN and RNN for Natural Language Processing

Reference 53

Resolution: verified exact; local_arxiv, observed 2026-05-24T17:59:46.580838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a9090d9b-c263-4cfc-8a18-3b5ad895c1b2 · outbound

This paper cites How to Construct Deep Recurrent Neural Networks.

Deep Learning for Time Series Forecasting: The Electric Load Case How to Construct Deep Recurrent Neural Networks

Reference 54

Resolution: verified exact; local_arxiv, observed 2026-05-24T17:59:46.604282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 80ace496-09e7-4612-aa87-c6e4d670c5f3 · outbound

This paper cites Learning complex, extended sequences using the principle of history compression.

Deep Learning for Time Series Forecasting: The Electric Load Case Learning complex, extended sequences using the principle of history compression

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.362328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d26a88e0-0df4-4aa1-8358-8e3767e37438 · outbound

This paper cites Speech Recognition with Deep Recurrent Neural Networks.

Deep Learning for Time Series Forecasting: The Electric Load Case Speech Recognition with Deep Recurrent Neural Networks

Reference 56

Resolution: verified exact; local_arxiv, observed 2026-05-24T17:59:46.586022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7e4ac954-407f-49ba-8730-b163a6939f4e · outbound

This paper cites Training and analysing deep recurrent neural networks.

Deep Learning for Time Series Forecasting: The Electric Load Case Training and analysing deep recurrent neural networks

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.365708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cd33f158-a5fe-471f-93db-a9b91a6b09b9 · outbound

This paper cites Atiya, and Antti Sorjamaa.

Deep Learning for Time Series Forecasting: The Electric Load Case Atiya, and Antti Sorjamaa

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.382178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 544b3bd5-831a-4b86-89ba-8ec400334e8b · outbound

This paper cites Time series prediction using dirrec strategy.

Deep Learning for Time Series Forecasting: The Electric Load Case Time series prediction using dirrec strategy

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.286473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fe457d20-86a4-4d24-a1c2-dafe757b4fe0 · outbound

This paper cites Long term time series prediction with multi-input multi-output local learning.

Deep Learning for Time Series Forecasting: The Electric Load Case Long term time series prediction with multi-input multi-output local learning

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.341453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c3d066a8-b53c-4df5-beba-ab1143fbbaff · outbound

This paper cites Long-term prediction of time series by combining direct and mimo strategies.

Deep Learning for Time Series Forecasting: The Electric Load Case Long-term prediction of time series by combining direct and mimo strategies

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.317428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b78100ea-1e9f-4cae-8c83-703ed66dcb81 · outbound

This paper cites an unresolved cited work.

Deep Learning for Time Series Forecasting: The Electric Load Case Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-05-24T17:59:47.307113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fc990fa7-8f4b-475f-a9a2-9f4d7b4c9149 · outbound

This paper cites an unresolved cited work.

Deep Learning for Time Series Forecasting: The Electric Load Case Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-05-24T17:59:47.300474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 681da820-a5b9-461c-8ea6-314c66a9806c · outbound

This paper cites Neural Machine Translation by Jointly Learning to Align and Translate.

Deep Learning for Time Series Forecasting: The Electric Load Case Neural Machine Translation by Jointly Learning to Align and Translate

Reference 64

Resolution: verified exact; local_arxiv, observed 2026-05-24T17:59:46.614796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2ae0dc0e-6ebd-43df-8b24-be00fa68c206 · outbound

This paper cites an unresolved cited work.

Deep Learning for Time Series Forecasting: The Electric Load Case Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-05-24T17:59:47.303596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 31e879b0-1f96-41a9-895b-7be2e2dfd344 · outbound

This paper cites Graves, A.

Deep Learning for Time Series Forecasting: The Electric Load Case Graves, A

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.314071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 77a05013-d84f-4da1-b8d4-37c084e5c4e6 · outbound

This paper cites Attention-based models for speech recognition.

Deep Learning for Time Series Forecasting: The Electric Load Case Attention-based models for speech recognition

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.310829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation dc0f21e1-5459-41db-9744-181548c6ab98 · outbound

This paper cites Bahdanau, J.

Deep Learning for Time Series Forecasting: The Electric Load Case Bahdanau, J

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.241558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 03f415ac-b923-4599-816c-c71dff038e58 · outbound

This paper cites Show, attend and tell: Neural image caption generation with visual attention.

Deep Learning for Time Series Forecasting: The Electric Load Case Show, attend and tell: Neural image caption generation with visual attention

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.324105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 788bc8d2-8329-4e04-987f-176a7f0e19b4 · outbound

This paper cites Williams and David Zipser.

Deep Learning for Time Series Forecasting: The Electric Load Case Williams and David Zipser

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.320913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 63540a17-0330-4fe6-8b81-7db8ac9ed2b0 · outbound

This paper cites Sequence Level Training with Recurrent Neural Networks.

Deep Learning for Time Series Forecasting: The Electric Load Case Sequence Level Training with Recurrent Neural Networks

Reference 71

Resolution: verified exact; local_arxiv, observed 2026-05-24T17:59:46.564902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 77bb2afe-b181-48c5-b4aa-be99d434bb00 · outbound

This paper cites Scheduled sampling for sequence prediction with recurrent neural networks.

Deep Learning for Time Series Forecasting: The Electric Load Case Scheduled sampling for sequence prediction with recurrent neural networks

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.412882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 62e4799d-bc27-431b-b3ed-570f3958a10f · outbound

This paper cites Courville, and Yoshua Bengio.

Deep Learning for Time Series Forecasting: The Electric Load Case Courville, and Yoshua Bengio

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.402968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7dc03f99-0568-4a1a-bdd9-3aba9af3ed23 · outbound

This paper cites Deep Reinforcement Learning For Sequence to Sequence Models.

Deep Learning for Time Series Forecasting: The Electric Load Case Deep Reinforcement Learning For Sequence to Sequence Models

Reference 74

Resolution: verified exact; local_arxiv, observed 2026-05-24T17:59:46.631869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f63e7cb2-8e61-4c93-b840-967ff32b55ab · outbound

This paper cites Combining auto-regression with exogenous variables in sequence- to-sequence recurrent neural networks for short-term load forecasting.

Deep Learning for Time Series Forecasting: The Electric Load Case Combining auto-regression with exogenous variables in sequence- to-sequence recurrent neural networks for short-term load forecasting

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.379017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation dbf6333a-626b-4679-9e10-938753daea1d · outbound

This paper cites Gradient-based learning applied to document recognition.

Deep Learning for Time Series Forecasting: The Electric Load Case Gradient-based learning applied to document recognition

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.260730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4c4132c6-cb3c-42ed-b2e6-75e084556e48 · outbound

This paper cites Imagenet classiﬁcation with deep convolutional neural networks.

Deep Learning for Time Series Forecasting: The Electric Load Case Imagenet classiﬁcation with deep convolutional neural networks

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.355089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 43eb059d-e165-465b-b13c-ceee41b041ae · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

Deep Learning for Time Series Forecasting: The Electric Load Case Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 78

Resolution: verified exact; local_arxiv, observed 2026-05-24T17:59:46.574634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3f603c1b-a45b-4b4d-9b8e-2292ec141ea2 · outbound

This paper cites Going deeper with convolutions.

Deep Learning for Time Series Forecasting: The Electric Load Case Going deeper with convolutions

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.248507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 210fef02-4832-48e9-a54d-e1446332c829 · outbound

This paper cites Fast r-cnn.

Deep Learning for Time Series Forecasting: The Electric Load Case Fast r-cnn

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.245278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1ba28f0e-ce1f-486a-acf6-b0de8720c2f6 · outbound

This paper cites Faster r-cnn: Towards real-time object detection with region proposal networks.

Deep Learning for Time Series Forecasting: The Electric Load Case Faster r-cnn: Towards real-time object detection with region proposal networks

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.293649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d59d09aa-6908-4c72-8c1c-7f08b817556f · outbound

This paper cites Spatial transformer networks.

Deep Learning for Time Series Forecasting: The Electric Load Case Spatial transformer networks

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.279701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 184ff285-f02d-49cf-938a-e7b0f3d1efa6 · outbound

This paper cites Pixel Recursive Super Resolution.

Deep Learning for Time Series Forecasting: The Electric Load Case Pixel Recursive Super Resolution

Reference 83

Resolution: verified exact; local_arxiv, observed 2026-05-24T17:59:46.554909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 323a1c7d-b909-43c9-b026-84da627d6e63 · outbound

This paper cites Photo-realistic single image super-resolution using a generative adversarial network.

Deep Learning for Time Series Forecasting: The Electric Load Case Photo-realistic single image super-resolution using a generative adversarial network

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.238180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a941c46d-7a49-4f0d-8e67-038a279265c6 · outbound

This paper cites Wavenet: A generative model for raw audio.

Deep Learning for Time Series Forecasting: The Electric Load Case Wavenet: A generative model for raw audio

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.234503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation eb48ba01-2cea-4178-9ee7-d380d1eedece · outbound

This paper cites Convolutional Sequence to Sequence Learning.

Deep Learning for Time Series Forecasting: The Electric Load Case Convolutional Sequence to Sequence Learning

Reference 86

Resolution: verified exact; local_arxiv, observed 2026-05-24T17:59:46.569243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1496f9cf-a0db-4d87-b454-8f1cd20114c9 · outbound

This paper cites Conditional time series forecasting with convolutional neural networks.

Deep Learning for Time Series Forecasting: The Electric Load Case Conditional time series forecasting with convolutional neural networks

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.226611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0e17c7d4-f777-4e69-8b37-a7d2e0a664cb · outbound

This paper cites A guide to convolution arithmetic for deep learning.

Deep Learning for Time Series Forecasting: The Electric Load Case A guide to convolution arithmetic for deep learning

Reference 88

Resolution: verified exact; local_arxiv, observed 2026-05-24T17:59:46.559746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 12917e31-54de-4bd9-aeca-271ba0a9fbf1 · outbound

This paper cites An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling.

Deep Learning for Time Series Forecasting: The Electric Load Case An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling

Reference 89

Resolution: verified exact; local_arxiv, observed 2026-05-24T17:59:46.625904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0c4dc689-5e7c-4755-84de-7bd9a0157862 · outbound

This paper cites an unresolved cited work.

Deep Learning for Time Series Forecasting: The Electric Load Case Unresolved cited work

Reference 90

Resolution: unresolved; raw_fallback, observed 2026-05-24T17:59:47.219721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fdb97ad6-f6ee-443d-a9cc-ee5e383c752a · outbound

This paper cites an unresolved cited work.

Deep Learning for Time Series Forecasting: The Electric Load Case Unresolved cited work

Reference 91

Resolution: unresolved; raw_fallback, observed 2026-05-24T17:59:47.212703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 758d5b13-c54c-4e5e-800d-91bb6d6ddeed · outbound

This paper cites an unresolved cited work.

Deep Learning for Time Series Forecasting: The Electric Load Case Unresolved cited work

Reference 92

Resolution: unresolved; raw_fallback, observed 2026-05-24T17:59:47.406304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation eada6e83-43c8-4de6-89ea-3696a2368a45 · outbound

This paper cites Demystifying ResNet.

Deep Learning for Time Series Forecasting: The Electric Load Case Demystifying ResNet

Reference 93

Resolution: verified exact; local_arxiv, observed 2026-05-24T17:59:46.609902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ecb6b59c-cfc2-4141-aba9-68a063acf4b4 · outbound

This paper cites Batch normalization: Accelerating deep network training by reducing internal covariate shift.

Deep Learning for Time Series Forecasting: The Electric Load Case Batch normalization: Accelerating deep network training by reducing internal covariate shift

Reference 94

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.395525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5c40a206-d129-4ab4-919c-0255de6f04ff · outbound

This paper cites Marinescu, C.

Deep Learning for Time Series Forecasting: The Electric Load Case Marinescu, C

Reference 95

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T17:59:47.344779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers